Welcome to Professor Adel BELOUCHRANI Home Page




Adel Belouchrani, Ph.D, IEEE Fellow                                                                                                 
Electrical Engineering Department 
Ecole Nationale Polytechnique
10 Avenue  Frères Oudek, El-Harrach,  P.B. 182, 16200 Algiers 
ALGERIA

E-mail: adel.belouchrani@g.enp.edu.dz

Biographical Sketch

Dr  Adel Belouchrani was born in Algiers, ALGERIA, on 5 May 1967. He received the State Engineering degree in 1991 from the EcoleNationale Polytechnique (ENP)of Algiers, ALGERIA and the M.Sc. degree in Signal Processing from the Institut National Polytechnique de Grenoble (INPG), FRANCE, in 1992, and the Ph. D. degree in the field of signal and image processing from EcoleNationale Superieure des Telecommunications (ENST), Paris, FRANCE, in 1995.

From 1995 to 1996, he has been a visiting scholar at the Electrical Engineering and Computer Sciences Department of University of California at Berkeley, USA, working on fast adaptive blind equalization and carrier phase tracking.

From 1996 to 1997, he was with the Department of Electrical and Computer Engineering of Villanova University, Pennsylvania, USA, as research associate. During this period, he was also a consultant to Comcast Inc.

During February 1997, he has been a visiting scientist at Laboratory for Artificial Brain System, Riken, JAPAN.

From August 1997 to October 1997, he has been with Alcatel ETCA, BELGIUM, working on Very high speed Digital Subscriber Line (VDSL): Modem architecture design.

Since November 1997, Dr Belouchrani is with the Electrical Engineering Department of the EcoleNationale Polytechniqueof Algiers, ALGERIA, as Assistant Professor (from 1998 to 2000), as Associate Professor (from 2001 to 2005), as Full Professor (since 2006), where he is in charge of the following lectures:

  •       Signal Processing
  •       Digital Communications
  •            Estimation Theory
  •       Array Signal Processing
  •       Time Frequency Analysis

He has been, from August to September for both 2000 and 2001, a visiting researcher at Brain Signal Processing Laboratory, Brain Science Institute, Riken, JAPAN. He has been from May to June 2001, a visiting scholar at Department of Cognitive Science of University of California at San Diego, USA. From July to September 2003, he had a sabbatical stay at the signal and image processing department of the Ecole Nationale Supérieure des Télécommunications (ENST) of Paris (France). From December 2003 to January 2004, he has been an invited professor at Telekom Malaysia RnD, Kuala Lumpur, Malaysia. In May 2005, he has been invited professor at Laboratoire Electronique, Informatique et Image (LE2I)  CNRS UMR 5158, Université de Bourgogne, Dijon, France. During March 2006 and June 2008, he has been as full professor (Professeur 1er Clase) with Laboratoire d’Analyse des Signaux et Production Industrielle (LASPI), Université de Jean Monnet Sait Etienne, Roanne, France. During February 2009, he has been lecturer at L’Ecole Supérieure de Communications, ‘’SupCom’’, Tunis, Tunisia. In December 2013 and December 2014, Prof. Adel Belouchrani has been a visiting Professor at KAUST (King Abdullah University of Science and Technology), Thuwal, Kingdom of Saudi Arabia. While visiting KAUST in December 2014, he gets invited to give a talk at  KFUPM (King Fahd University of Petroleum and Minerals), Kingdom of Saudi Arabia. In May 2016, he has been  a visiting Professor at Mathematics Department of Paris 8 University, France. From July to August 2016, he as been a visiting Professor at Brown University, Providence, Rhode Island, USA. In April 2017, he has been a visiting Professor at ”Laboratoire de Traitement et de Transport de l’Information
(L2TI)”, Paris 13 University, France. In February 2018, he has been a  visiting Professor at ”Laboratoire d’Analyse des Signaux et Production Industrielle (LASPI)”, University of Jean Monnet Saint Etienne, Roanne, France. In May 2019, he has been a visiting Professor at Laboratoire PRISME, Polytech’Orléans, University of Orléans, France. In August 2019, he as been a visiting Professor at Brown University, Providence, Rhode Island, USA.

Dr. Adel Belouchrani has acted as vice director of the Ecole Nationale Polytechnique in charge of academic affairs from January 2003 to July 2005 and as vice director of the Ecole Nationale Polytechnique (ENP) in charge of the scientific research office from February 2009 to February 2010.

He is currently the Editor in Chief  of the ENP Engineering Science Journal.

Research Interests

Statistical Signal Processing, Array Signal Processing, Blind Source Separation,  Multi-Channel Deconvolution, Digital Communications, Wireless Communications, Time Frequency Representations, Application of Spatial Time Frequency Distributions to Array Signal Processing, VLSI Implementation for Signal Processing, Biomedical Signal Processing.

Awards and Distinctions

  •  1991-1995 Doctoral Scholarship in France from  ‘’Ministère de l’Enseignement Supérieur et de la Recherche Scientifique’’
  • 1995-1996 Post Doctoral Fellowship from University of California at Berkeley, USA.
  • 2010 Algeria Scopus award in the field of Computer and Electrical Engineering.scopusaward

 

Journal Refereeing

·        IEEE Transactions on Signal Processing since1996.

·        IEEE Transactions on Communications since 1996.

·        IEEE Transactions on Neural Networks since 1998.

·        IEEE Signal Processing Letter since 1999.

·        EURASIP Signal Processing, since 2000.

·        EURASIP Journal on Applied Signal Processing since 2003.

·        Journal of Zhejiang University science since 2003.

·        Neurocomputing since 2004.

·        IEE Electronics letter since 2005.

·        IEEE Transactions on Circuits and Systems since 2006.

·        IEEE Transactions on Image Processing since 2008.

Editorial Board 

  •  Associate Editor of the French journal: ”Revue Traitement du Signal” from 2004 to 2007.
  •  Editorial Board member  of Digital Signal Processing-Elsevier since 2011.
  • Lead Guest editor of the special Issue on Advances in Time Frequency and Array Processing of Nonstationary Signals, EURASIP Journal on Advances in Signal Processing, 2012.
  • Associate Editor of the IEEE Transactions on Signal Processing for two terms 2013-2016.
  • Senior Area Editor of the IEEE Transactions on Signal Processing for the two term  2018-2021.
  • Editor In Chief of the ENP Engineering Science Journal for the term 2021-2024.

Conference Activities

·        Member of technical committee of the International Symposium on Signal Processing and its applications (ISSPA), Kuala Lumpur, Malaysia, 13-16 August 2001.

·        Member of technical committee of the 2nd Internationale conférence JTEA’2002, Sousse Nord, Tunisia, 21-23 March 2002.

·        Organizer and Founder of the First Polytechnic Symposium on Signal Processing, Algiers, Algeria, 25 April 2002.

·        Member of technical committee of the International Symposium on Signal Processing and its applications (ISSPA), Paris, France, 1-4 July 2003.

·        Africa Liaison of the International Symposium on Signal Processing and its applications (ISSPA), Paris, France, 1-4 July 2003.

·        Member of technical committee of the Conférence Internationale sur les Systèmes de Télécommunications, d’Electronique Médicale et d’Automatique CISTEMA’2003, 27-29 septembre 2003, Tlemcen.

·        Member of technical committee of the 3rd international symposium on image and Signal, Processing and Analysis (ISPA), Rome Italy, September 18-20, 2003.

·        Member of technical committee of the International Conference on Independent Component Analysis and Blind Source Separation, ICA 2004, Granada, Spain.

·        Steering committee member (Founder Member) of the first edition of the International Summer School On Signal Processing and its Applications: Signal Processing and Technologies for telecommunications, Algiers, Algeria, September 11-14, 2004

·        Member of technical committee of the EUSIPCO 2004, Vienne, Autriche.

·        Chairman of the Second Polytechnic Symposium on Signal Processing, Algiers, Algeria, 15 September, 2004.

·        Member of technical committee of the International Symposium on Signal Processing and its applications (ISSPA), 22-25 August 2005, Sydney, AUSTRALIA.

·        Africa Liaison of the International Symposium on Signal Processing and its applications (ISSPA), 22-25 August 2005, Sydney, AUSTRALIA.

·        Steering committee member (Founder Member) of the second edition International Summer School On Signal Processing and its Applications:  Fundamental and Practice of Signal Processing, Mostaganem, Algeria, September 24-28, 2005.

·        Member of technical committee of the 3rd international symposium on image and Signal, Processing and Analysis (ISPA), Zegreb, Groatia, September 15-17, 2005.

·        Member of technical committee of the Colloque National sur le Traitement du signal et ses Applications CNTSA’2005, Université 08 mai 45, Guelma,  26-27 septembre 2005.

·        Member of technical committee of the Second International Symposium Communications, Control and Signal Processing, ISCCSP 2006, 13-15 March 2006, Marrakech, Morocco

·        Organiser of the session spécial ‘’Blind source separation and its applications’’ at Second International Symposium Communications, Control and Signal Processing, ISCCSP 2006, 13-15 March 2006, Marrakech, Morocco.

·        Member of technical committee of the 6th International Conference on Independent Component Analysis and Blind Source Separation (ICA), March 5-8, 2006, Charleston SC, USA.

·        Member of technical committee of the  EUSIPCO 2006, Italie.

·        Member of technical committee of the 3rd International Symposium on Image/Video Communications over fixed and mobile networks, September 13-15, 2006, Yasmine-Hammamet, Tunisia.

·        Reviewer for ICASSP 2006, Toulouse, France.

·        Steering committee member (Founder Member) of the third edition of the Third International Summer School On Signal Processing and its Applications: Image Processing, Jijel, Algeria, July 8-12, 2006.

·        Member of technical committee of the SIGMAP 2006, 7-10 August 2006, Setubal, Portugal.

·        Member of technical committee of the CGE, EMP, Bordj EL Bahri, Alger, 16-17 april 2007.

·        Steering committee member (Founder Member) of the fourth edition of the Fourth International Summer School On Signal Processing and its Applications, Session 2007, Boumerdese, July 2007.

·        Member of technical committee of the Third International Symposium Communications, Control and Signal Processing, ISCCSP 2008, 12-14 March 2008, Malta.

·        Member of technical committee of the WoSPA 2008, An International Workshop on Signal Processing and its Applications, 18–20 March 2008, Sharjah, U.A.E.

·        Steering committee member (Founder Member) of the 6th edition of the 6th International Summer School On Signal Processing and its Applications, Session 2009, Oran, Octobre 2009.

·        Member of technical committee of the International Radar Conference, RADAR 2009, 12-19 October 2009, Bordeaux, France.

·        Signal Processing Program Track Chair of the 10th InternationalConference on Information Science, Signal Processing and their applications(ISSPA), Kuala Lumpur, Malaysia, 10-13 May 2010.

·        Chairman of the  7th International Workshop on Systems, Signal Processing and their Applications (WOSSSPA 2011), Corne d’Or, Tipaza, Algeria, May 09-11, 2011

·        Co-Technical Chair of the  8th International Workshop on Systems, Signal Processing and their Applications (WOSSSPA 2013), Mazafran, Algiers, Algeria, May 12-15, 2013

  • Chair of the Poster session ”Spectrum Estimation” at the 21st European Signal Processing Conference, 9-13 September 2013, Marrakech, Morocco.
  • Reviewer, ICASSP 2014, Florence, Italy.
  • Area chair of the track ”Medical Image and Signal Processing” at the international conference EUSIPCO 2016, 28 Aug.- 02 Sep. 2016, Budapest, Hungary.
  • Program committee Member of 10th International Symposium on Image and Signal Processing and Analysis (ISPA 2017) 18-20th September 2017, Ljubljana, Slovenia.
  •  Member of the steering committee (Founder Member) of the 7th Algerian Summer School on Signal Processing and its Applications, Session 2017 ’Signal Processing for Telecommunications’, December 17-20, 2017, Guelma. ALgeria.
  • Co-Chair of the Special Session: Dependent Source Separation,  at 11th IEEE Sensor Array And Multichannel Signal Processing Workshop, SAM 2020, June 8 – 11, 2020, Hangzhou, China.

Puplications

Journal Papers

  1.  A. Belouchrani, K. Abed-Meraim, J.F. Cardoso and E. Moulines, “A blind source separation technique using second order statistics”, IEEE Trans. on Signal Processing, vol. 45, no. 2, pp. 434-444, February 1997.
  2.  A. Belouchrani and W. Ren, “Blind carrier phase tracking with guaranteed global convergence”, IEEE Trans. on Signal processing, vol. 45. No. 7. pp.1889-1894. July 1997.
  3. A. Belouchrani, M. G. Amin and K. Abed-Meraim, “Direction Finding in Correlated Noise Fields Based on Joint Block-Diagonalization of Spatio-Temporal Correlation Matrices”, IEEE Signal Processing Letter, Vol. 4. No 9. pp-266-268. September 1997.
  4.  A. Belouchrani and M. Amin, “On the Use of Spatial Time Frequency Distributions For Signal Extraction”, Special issue of the journal, ”Multidimensional Systems and Signal Processing”, Kluwer Academic Publishers, October 1998.
  5. A. Belouchrani and M. G. Amin, “Blind Source Separation Based on Time-Frequency Signal Representation”, IEEE Trans. on Signal Processing, vol. 46. No. 11. pp. 2888-2898. November 1998.
  6. N. Bhalla, A. Belouchrani and M. G. Amin, “Application of Blind Signal Separation Techniques to Airborne Antenna Arrays”, Journal of Franklin Institute, January 1999.
  7.  A. Belouchrani and M. G. Amin, “Time-Frequency MUSIC: A new array signal processing method based on time-frequency signal representation”, IEEE Signal Processing Letter, vol. 6. No. 5. pp. 109-110. May 1999.
  8. A.Belouchrani and M. G. Amin, “A Two-Sensor Blind Beamformer For Direct Sequence Spread Spectrum Communications”, IEEE Trans. on Signal processing, vol. 47. No. 8. pp. 2191-2199. August 1999.
  9. A. Belouchrani and M. G. Amin, “JammerMitigation in Spread Spectrum Communications Using Blind Source Separation”, Signal Processing, vol. 80, Issue 4, pages 723-729, April 2000.
  10. M. G. Amin, A. Belouchrani and Y. Zhang, “The Spatial Ambiguity Function and its Applications”, IEEE Signal Processing Letter, vol. 7. No. 6. pp. 138-140, June 2000.
  11. A. Belouchrani and A. Cichocki, Robust whitening procedure in blind source separation context, IEE Electronics Letters, Vol. 36, No. 24, November 2000.
  12. H. Bousbia-Salah, A. Belouchrani and K. Abed-Meraim, Jacobi-like algorithm for blind signal separation of convolutive mixtures, IEE Electronics Letters, Vol. 37, No. 16, pp. 1049-1050, August 2001
  13. S. Choi, A. Cichocki and A. Belouchrani, Second-order non stationary source separation, Kluwer Academic Publishers. Journal of VLSI Signal Processing, vol.32, no.1-2, pp.93-104, Aug.-Sept. 2002.
  14. N. Lassouaoui, A. Belouchrani and L. Hamami-Mitiche, On the use of multi-fractal analysis and genetic algorithms for the segmentation of cervical cell images, International Journal of Pattern Recognition and Artificial Intelligence, World Scientific Publishing company, Vol. 17, N. 7, pp. 1227-1244, 2003.
  15. A. Belouchrani, K. Abed-Meraim, M. G. Amin and A. M. Zoubir, Blind separation of non-stationary sources, IEEE Signal Processing Letter, IEEE Signal Processing Letter, vol. 11. No. 7 pp. 605–608, July 2004.
  16. M.Djeddou, A Belouchrani and S. Aouada,” Maximum Likelihood Angle-Frequency Estimation in Unknown Correlated Noise for Low-Elevation Targets”, IEEE Trans. on Signal processing, Vol. 53, Issue 8, Page(s):3057 – 3064, Aug. 2005.
  17. N. Linh–Trung, A. Belouchrani, K. Abed–Meraim and B. Boashash, ”Separating More Sources Than Sensors Using Time–Frequency Distributions”, EURASIP Journal on Applied Signal Processing, vol.2005, no.17, 2828-2847. 2005.
  18. I. Kacha, K. Abed-Meraim and A. Belouchrani, ”Fast adaptive blind MMSE equalizer for multichannel FIR systems,” EURASIP Journal on Applied Signal Processing, vol. 2006, Article ID 14827, 17 pages, 2006.
  19. M. Adjrad and A. Belouchrani,” Estimation of multi-component polynomial-phase signals impinging on a multi-sensor array using state-space modeling”, IEEE Trans. on Signal processing, Vol. 55, Issue 1, Page(s):32-45, Jan. 2007.
  20. A. Aissa-El-Bey, N. Linh-Trung, K. Abed-Meraim, A. Belouchrani and Y. Grenier‚’’ Underdetermined Blind Separation of Nondisjoint Sources in the Time-Frequency Domain’’, IEEE Trans. on Signal processing, Vol. 55, Issue 3, Page(s):897-907, Mar. 2007.
  21. R. Iferroudjene, K. Abed Meraim and A. Belouchrani, A new Jacobi-like method for joint diagonalization of arbitrary non-defective matrices, Applied Mathematics and Computation, vol. 211, no. 2, pp. 363–373, May 2009.
  22. F. Chellali, A. Khellaf and  A. Belouchrani, ‘’ Wavelet spectral analysis of the temperature and wind speed data at Adrar, Algeria’’, RENEWABLE ENERGY, Volume: 35 Issue: 6 Pages: 1214-1219, June 2010
  23. F.  Chellali, A. Khellaf and A. Belouchrani, ‘’Application of  time-frequency representation in the study of the cyclical behavior of wind speed in Algeria: Wavelet transform’’,   Stochastic Environmental Research and Risk Assessment, Ed. Springer 2010.
  24. F.  Chellali, A. Khellaf and A. Belouchrani, ‘’A contribution in the actualization of wind map of Algeria’’, Renewable & Sustainable Energy Reviews,   Volume: 15,   Issue: 2,   Pages: 993-1002, 2011.
  25. R. Sadoun, A. Belouchrani, E.B Bourennane and A. Zerguerras, ‘’An FPGA Based Soft Multiprocessor For DNS/DNSSEC Authoritative Server’’,  Microprocessors and Microsystems, Elsevier Ed., 2011, Volume: 35 Issue: 5 Pages: 473-483, July 2011
  26. B. Magaz,  A. Belouchrani, and M. Hamadouche, ‘’Automatic threshold selection in OS-CFAR radar detection using information theoretic criteria’’, Progress In Electromagnetics Research B, Vol. 30, pages 157-175, 2011.
  27. B. Magaz, A. Belouchrani, and M. Hamadouche , ‘’A New Adaptive Linear Combined Cfar Detector in Presence of Interfering Targets’’, Progress In Electromagnetics Research B, Vol. 34, pages 367-387, 2011.
  28. A. Bouzida, O. Touhami, R. Ibtiouen, A. Belouchrani, M. Fadel, A. Rezzoug, ‘’Fault Diagnosis in Industrial Induction Machines Through Discrete Wavelet Transform’’, IEEE Trans. on Industrial Electronics Vol. 58 Issue: 9 Pages: 4385-4395 September 2011.
  29. S. Tagzout and A. Belouchrani, ‘’Arctangent Architecture for High Speed and High Precision Data’’, Journal of Circuits, Systems, and Computers (JCSC), Vol. 20, Issue: 7, Pages: 1243-1259, November 2011.
  30. F. Chellali, A. Khellaf, A. Belouchrani and R. Khanniche, ‘’A comparison between wind speed distributions derived from the maximum entropy  principle and Weibull distribution. Case of study; six regions of Algeria’’, Renewable & Sustainable Energy Reviews Volume: 16 Issue: 1 Pages: 379-385, January 2012.
  31. A. Fermas, A. Belouchrani and O. Ait-Mohamed, ‘’Floating-point scaling technique for sources separation automatic gain control’’, International Journal of Electronics, 2012, DOI: 10.1080/00207217.2011.651686
  32. A. Mermoul and A. Belouchrani, ‘’Subspace-Based Technique for Speech Encryption’’, Digital Signal Processing, Volume 22, Issue 2, Pages 298–303, March 2012.
  33. Z. Zidelmal, A. Amirou et A. Belouchrani. ‘’Heartbeat classification using Support Vector Machines (SVMs) with an embedded reject option’’. International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 2012, DOI : 10.1142/S0218001412500012.
  34. A. Labed, T. Chonavel, A. Aissa-El-Bey and A. Belouchrani, “Min-norm Based Alphabet-Matching Algorithm for Adaptive Blind Equalization of High-Order QAM Signals”, Transactions on Emerging Telecommunications Technologies, John Wiley & Sons, Ltd. Online 30 MAY 2012. DOI: 10.1002/ett.2539
  35. M. Abed, A. Belouchrani, M. Cheriet and B. Boashash, ‘’Time-Frequency Distributions based on Compact Support Kernels: Properties and Performance Evaluation’’, IEEE Trans. on Signal processing, Vol. 60, Page(s): 2814 – 2827, June 2012.
  36. M. Khodja, A. Belouchrani, K. Abed-Meraim, ”Performance Analysis of Time Frequency MUSIC Algorithm in presence of both additive noise and array calibration errors”, EURASIP Journal on Advances in Signal Processing 2012, 2012:94 doi:10.1186/1687-6180-2012-94.
  37. Z. Zidelmal, A. Amirou, M. Adnane and A Belouchrani, ”QRS detection using wavelet coefficients”, Computer Methods and Programs in Biomedicine, Volume 107, Issue 3, Pages 490-496, September 2012.
  38. A. Belouchrani, K. Abed-Meraim, B. Boashash, ”Editorial : Time frequency and array processing of non-stationary signals”, EURASIP Journal on Advances in Signal Processing 2012, 2012:230 doi:10.1186/1687-6180-2012-230.
  39. F. Chellali, A. Khellaf and A. Belouchrani, ”Identification and analysis of wind speed patterns extracted from multi-sensors measurements”, Stochastic Environmental Research And Risk Assessment, Volume: 27, Issue: 1 Pages: 1-9, Jan. 2013.
  40. M. Thameri, K. Abed-Meraim, A. Belouchrani, ”Low complexity adaptive algorithms for Principal and Minor Component Analysis”, Digital Signal Processing, Volume 23, Issue 1, January 2013, Pages 19-29.
  41. M. Abdelaziz, T. Chonavel, A. Aissa El Bey, A. Belouchrani and M. Hamadouche, ”Sea Clutter Texture Estimation: Exploiting Decorrelation and Cyclostationarity”, IEEE Transactions on Aerospace and Electronic Systems, Volume: 49 Issue: 2 Pages: 726-743, Apr. 2013.
  42. A. Belouchrani, M. G. Amin, N. Thirion-Moreau and Y. D. Zhang, ”Source Separation and Localization using Time-frequency Distributions”, IEEE Signal Processing Magazine, Volume: 30, Issue: 6, Page(s): 97- 107, Nov. 2013.
  43. A. Mesloub, Ammar, K. Abed-Meraim and A. Belouchrani, ”A New Algorithm for Complex Non-Orthogonal Joint Diagonalization Based on Shear and Givens Rotations”, IEEE Trans. on Signal processing, Volume: 62 Issue: 8 Pages: 1913-1925, Apr. 2014.
  44. V.Choqueuse, A.Belouchrani, E.H. El Bouchikhi, M.E.H. Benbouzid, ”Estimation of Amplitude, Phase and Unbalance Parameters in Three-phase Systems: Analytical Solutions, Efficient Implementation and Performance Analysis”, IEEE Transactions on Signal processing, Volume: 62 Issue: 16 Pages: 4064-4076, Aug. 2014.
  45. A. Ikhlef, R. Iferroujene, A. Boudjellal, K. Abed-Meraim, A. Belouchrani, ”Constant modulus algorithms using hyperbolic Givens rotations”, Signal Processing, Volume 104, Pages 412-423, November 2014.
  46. A. Boudjellal, A. Mesloub, K. Abed-Meraim and A. Belouchrani, ”Separation of Dependent Autoregressive Sources Using Joint Matrix Diagonalization”, IEEE Signal Processing Letters, Volume: 22, Issue: 8, Pages: 1180-1183, AUG. 2015.
  47. A. Cherchar, M. Thameri, A. Belouchrani, ”Performance improvement of direction finding algorithms in non-homogeneous environment through data fusion”, Digital Signal Processing, Volume 41, June 2015, Pages 4147.
  48. A. Meziane Bentahar Meziane, A. Aissa El Bey, T. Chonavel, A. Belouchrani, ”Une solution analytique pour l’identification aveugle au second ordre d’un système deux entrées et deux sorties : implémentation adaptative”, Traitement du signal – no 4/2016, Editeur Lavoisier, December 2016. DOI:10.3166/TS.33.1-17.
  49. T. Hakima, Y. Remram, A. Belouchrani, ”Closed-form solution to motion parameter estimation of an acoustic source exploiting Doppler effect”, Digital Signal Processing, Volume 63, April 2017, Pages 35-43.
  50. A. Boudjellal, K. Abed-Meraim and A. Belouchrani, Ph. Ravier , ”Minimum error rate detection: An adaptive bayesian approach”, Signal Processing, Elsevier, November 2017; DOI: 10.1016/j.sigpro.2017.05.003.
  51. M. Adnane and A. Belouchrani, ”Heartbeats Classification Using QRS and T Waves Auto-Regressive Features and R-R Interval Features”, Expert Systems (Wiley), 2017. DOI: 10.1111/exsy.12219.
  52. A. Ladaycia, A. Mokraoui, K. Abed-Meraim and A. Belouchrani, ”Performance bounds analysis for semi-blind channel estimation in massive MIMO-OFDM communications systems,” in IEEE Transactions on Wireless Communications, 2017. DOI: 10.1109/TWC.2017.2717406.
  53. S. Tebache, Farid Ghanem, Adel Belouchrani and Ali Mansoul ”Frequency independent 180o phase shifter based on UWB coupled sections”. Microwave and Optical Technology Letters. 2017;59:3185-3189. https://doi.org/10.1002/mop.30902
  54. S. Reda, K. Dev and A. Belouchrani, ”Blind Identification of Thermal Models and Power Sources From Thermal Measurements”, IEEE Sensors Journal, Volume: 18, Issue: 2, Jan. 2018. DOI: 10.1109/JSEN.2017.2774704
  55. E. Lamini, S. Tagzout, H. Belbachir and A. Belouchrani, ”Precision analysis with analytical bit-width optimization process for linear circuits with feedbacks”, IET Circuits, Devices & Systems, March 2018. DOI: 10.1049/iet-cds.2017.0514 56.
  56. V. Choqueuse; A. Belouchrani; F. Auger and M. Benbouzid, ”Frequency and Phasor Estimations in Three-Phase Systems: Maximum Likelihood Algorithms and Theoretical Performance”, in IEEE Transactions on Smart Grid, 2018. DOI: 10.1109/TSG.2018.2822323.
  57. A. Meziane Bentahar Meziane, T. Chonavel, A. Assa-El-Bey and A. Belouchrani, ”An analytical derivation for second-order blind separation of two signals”, Annals of Telecommunications, 2018. DOI:10.1007/s12243-018-0635-6.
  58. M. Abed and A. Belouchrani, ”Performance analysis and computational cost evaluation of high-resolution time-frequency distributions derived from compact support time-lag kernels”, in Digital Signal Processing, Volume 78, July 2018. DOI:10.1016/j.dsp.2018.02.017.
  59. S.Tebache, F. Ghanem, A. Belouchrani and A. Mansoul, ”Novel flowchart design of frequency independent 180 phase shifters”, Microwave and Optical Technology Letters. 2018, https://doi.org/10.1002/mop.31528
  60.   R. N. Bellal, E. Lamini, H. Belbachir, S. Tagzout and A. Belouchrani, ”Improved Affine Arithmetic-based Precision Analysis for Polynomial Function Evaluation”, IEEE Transactions on Computers, Volume 68, Issue 5, Pages 702-712, May 2019. DOI: 10.1109/TC.2018.288253
  61.  S. Tebache, A. Belouchrani, F. Ghanem, and A. Mansoul, ”Novel Reliable and Practical Decoupling Mechanism for Strongly Coupled Antenna Arrays”, IEEE Transactions on Antennas and Propagation, Volume: 67, Issue: 9 , Sept. 2019 . DOI: 10.1109/TAP.2018.2885457
  62. V. Choqueuse, P. Granjon, A. Belouchrani, F. Auger and M. Benbouzid, “Monitoring of Three-Phase Signals based on Singular-Value Decomposition”, IEEE Transactions on Smart Grid, Volume: 10 , Issue: 6,  , Nov. 2019. DOI: 10.1109/TSG.2019.2898118
  63.  A.  Boudjellal, K. Abed-Meraim and A. Belouchrani, P.  Ravier, ‘’Improved order-statistics-based noise power estimator”,  Signal Processing Signal Processing, Volume 164, November 2019, Pages 202-205, Elsevier, November 2019.DOI:10.1016/j.sigpro.2019.06.002
  64. A. Ladaycia, A. Belouchrani, K. Abed-Meraim  and A. Mokraoui, ‘’Semi-Blind MIMO-OFDM Channel Estimation using Expectation Maximization like Techniques’’, IET Communications. DOI:  10.1049/iet-com.2019.0583. Sep. 2019

Tutorial

1.     A. Belouchrani, Blind source separation: Concepts, Approaches and Applications, presented at the 6-th International symposium on Sig. Proc. and its applications (ISSPA), Kuala-Lumpur, Malaysia, 12 August 2001.

  1. A. Belouchrani,  Array signal processing : Basic concepts, recent advance s and  applications, presented at  the 10th International Conference on Information Science, Signal Processing and their applications (ISSPA), Kuala Lumpur, Malaysia,  10-13 May 2010.

Book Chapters

1.     K. Abed-Meraim, A. Belouchrani and A. R. Leyman, Blind Source Separation Using Time Frequency Distributions, In B. Boashash, “Time-Frequency Signal Analysis and Processing: A comprehensive reference”, chapter 8.1, pages 324-332 , Elsevier, Oxford, UK, 2003 (ISBN: 0-08-044335-4).

2.     A. Belouchrani, Implementation of STFDs-Based Source Separation Algorithms, In B. Boashash, “Time-Frequency Signal Analysis and Processing: A comprehensive reference”, chapter 8.4,  pages 349-355 , Elsevier, Oxford, UK, 2003 (ISBN: 0-08-044335-4).

3.     K. Abed-Meraim, L-T. Nguyen and A. Belouchrani, Undetermined Blind Source Separation for FM-like Signals, In B. Boashash, “Time-Frequency Signal Analysis and Processing: A comprehensive reference”, chapter 8.5, pages 3357-366 , Elsevier, Oxford, UK, 2003 (ISBN: 0-08-044335-4).

4.     B. Boashash, A. Belouchrani, K. Abed-Meraim and L-T. Nguyen, Time Frequency Signal Processing for Wireless Communications, In M. IbnKahla, ”Signal Processing for Mobile Communications Handbook”, chapter 25, CRC Press, 2004 (ISBN: 0-8493-1657-X).

Theses and Technical Reports

1.     A. Belouchrani, “Traitement d’antenne par Propagateur monocoup a diversite d’espace”, Master’s Thesis , Institut National Polytechnique de Grenoble, France, 1992.

2.     A. Belouchrani, K. Abed-Meraim, J.F. Cardoso and E. Moulines, “ A second order blind source separation technique: Implementation and performance”, Technical report 94D027, Telecom Paris, Signal departement, 1994.

3.     A. Belouchrani and K. Drouiche, “ Electronique Analogique : Cours et Exercices”, Teaching report, University of Cergy Pontoise, France, 1995.

4.     A. Belouchrani, “Séparation autodidacte de sources: Algorithme, Performances et Application à des signaux expérimentaux”, Doctorate thesis report. ENST 95 E 014. Telecom Paris, July 1995.

5.     A. Belouchrani and M. G. Amin, “ On the Application of Time Frequency Distributions to Blind Source Separations”, Technical report Time-Frequency Receivers for Nonstationary Interference Excision in Spread Spectrum Communications Systems, Rome Labs contract, No. F30602-96-C-0077, pp. 5-22, July 1996.

6.     A. Belouchrani and M. G. Amin,“ Interference Mitigation in Spread Spectrum Communications Using Blind Source Separation”,Technical Report Time-Frequency Receivers for Nonstationary Interference Excision in Spread Spectrum Communications Systems, Rome Labs contract, No. F30602-96-C-0077, pp. 23-42, July 1996.

7.     A. Belouchrani and M. G. Amin, “ Blind Source Separation Based on Time-Frequency Signal Representation”, Technical Report Time-Frequency Receivers for Nonstationary Interference Excision in Spread Spectrum Communications Systems, Rome Labs contract, No. F30602-96-C-0077, pp. 29-56, October 1996.

8.     A. Belouchrani and M. G. Amin, “ Interference Mitigation in Spread Spectrum Communications Using Blind Source Separation”, Technical Report Time-Frequency Receivers for Nonstationary Interference Excision in Spread Spectrum Communications Systems, Rome Labs contract, No. F30602-96-C-0077, pp. 3-32, December 1996.

9.     A. Belouchrani and M. G. Amin, “ Optimal Beamforming for Interference Rejection In Spread Spectrum Communications”, Technical Report Time-Frequency Receivers for Nonstationary Interference Excision in Spread Spectrum Communications Systems, Rome Labs contract, No. F30602-96-C-0077, pp. 3-29, April 1997.

10.  A. Belouchrani and M. G. Amin,“ A Two-Sensor Array Blind Beamformer For Direct Sequence Spread Spectrum Communications ”, Rome Labs contract, No. F30602-96-C-0077, pp. 33-65, July 1997.

11.  A. Belouchrani and M. G. Amin, “ Time-Frequency MUSIC: An array signal processing method based on time-frequency signal representation”, Rome Labs contract, No. F30602-96-C-0077, pp. 3-23, October 1997.

12.  A. Belouchrani, “A proposed architecture for VDSL-DMT”, Alcatel ETCA report, Ref. DHN970478, August 1997.

13.  A. Belouchrani, “VDSL CAP Modem: Taking into account cyclostationarity”, Alcatel ETCA report , Ref. DHN970546, October 1997.

14.  A. Belouchrani, “A general overview on Discrete Multi-Tone (DMT) transmission on copper pairs”, Alcatel ETCA report, Ref. DMT11.970542, October 1997.

Papers In Proceedings

1.     A. Belouchrani, K. Abed Meraim, J.F. Cardoso and E. Moulines, “Second-order blind separation of correlated sources”, Proc. Int. Conf. on Digital Sig. Proc., Nicosia, Cyprus, pp. 346-351, July 1993.

2.     A. Belouchrani and K. Abed Meraim, “Séparation aveugle au second ordre de sources temporellement corrélées”, Proc. GRETSI., Juan-les-pins, France, vol. 1, pp. 309-312, September 1993.

3.     K. Abed-Meraim, A. Belouchrani, J.F. Cardoso and E.Moulines, “Asymptotic Performance of Second Order Blind Separation‘‘, IEEE Proc. ICASSP, Adelaide, Australia, Vol 4, pp. 277-280, April 1994.

4.     K. Abed-Meraim and A. Belouchrani,“Identification autodidacte au second ordre d’un melange lineaire quadratique”, Proc. JSA, Algiers, Algeria, April 1994.

5.     A. Belouchrani and K. Abed-Meraim, “Localisation de sources utilisant les statistiques d’ordre quatre”, Proc. JSA, Algiers, Algeria, April 1994.

6.     K. Abed-Meraim, A. Belouchrani, J.F. Cardoso and E. Moulines, “Performance analysis of a second order blind separation technique”, Proc. JTEA, Hammamet, Tunisia, November 1994.

7.     A. Belouchrani and J.F. Cardoso, “A maximum likelihood source separation for discrete sources”, Proc. EUSIPCO, Vol. 2, pp 768-771, September 1994.

8.     J.F. Cardoso, A. Belouchrani, and B. Laheld, “A new composite criterion for adaptive and iterative blind source separation‘‘, IEEE Proc. ICASSP, Adelaide, Australia, Vol. 4, pp. 273-276, April 1994.

9.     A. Belouchrani and K. Abed Meraim, “Estimation du propagateur au quatrieme ordre”, Proc. GRETSI., Juan-les-pins, France, vol. 1, pp.463-466, September 1995.

10.  A. Belouchrani and J-F. Cardoso, “Maximum Likelihood Source Separation By the Expectation-Maximization Technique: Deterministic and Stochastic Implementation”, Proc. International Symposium on Nonlinear Theory and its Applications, Nolta’95., Invited Paper, Las Vegas, Nevada, December 1995.

11.  K. Abed-Meraim, A. Belouchrani and Y. Hua, “Blind Identification of a Linear-Quadratic Mixture of Independent Components Based on Joint Diagonalization Procedure”, IEEE Proc. ICASSP, Atlanta, USA, May, 1996.

12.  A. Belouchrani and K. Abed Meraim,“ConstantModulus Blind Source Separation: A New Approach”, Proc. ISSPA’96, Gold Coast, Australia, August 1996.

13.  K. Abed Meraim, Y. Hua and A. Belouchrani, “A linear prediction-like algorithm for passive localization of near-field sources”, Proc. ISSPA’96, Gold Coast, Australia, August 1996.

14.  A. Belouchrani and M. G. Amin, “A new approach for blind source separation using time frequency distributions”,Proc. SPIE Conference on Advanced algorithms and Architectures for Signal Processing, Denver, Colorado, August 1996.

15.  A. Belouchrani, A. Cichocki and K. Abed Meraim, “A Blind Identification and Separation Technique via Multi-layer Neural Networks”, Proc. 1991 International Conference on Neural Information Processing, ICONIP’96, Hong Kong, September 1996.

16.  K. Abed Meraim, A. Belouchrani and Y. Hua , “A Parameter Estimation of Exponentially damped sinusoids using second order statistics”, Proc. EUSIPCO, Trieste, Italy, September 1996.

17.  K. Abed-Meraim, Y. Hua and A. Belouchrani, “Second-Order Near-Field Source Localization: Algorithm and Performance Analysis”, Proc. Asilomar conference, November 1996.

18.  A. Belouchrani, M. G. Amin and K. Abed-Meraim, “Array Processing in Correlated Noise Fields Based on Joint Eigen-Decomposition of Spatial-Temporal Correlation Matrices”, Proc. Asilomar conference, November 1996.

19.  A. Belouchrani, C. Wang and M. G. Amin, “Interference Mitigation in Spread Spectrum Communications Using Blind Source Separation”, Proc. Asilomar conference, November 1996.

20.  A. Belouchrani and W. Ren,“New Fomulation of the Carrier Phase Tracking Problem”, Proc. Asilomar conference, November 1996.

21.  A. Belouchrani and M. G. Amin,“BlindSource Separation using Time-Frequency Distributions: Algorithm and Asymptotic Performance”, IEEE Proc. ICASSP, Germany, April 1997.

22.  A. Belouchrani and M. G. Amin,“Interference mitigation in spread spectrum communications using blind source separation: Approach and analysis”, International Wireless and Telecommunications Symposium , Shah Alam, Malysia, May 1997.

23.  N. Bhalla, A. Belouchrani and M. G. Amin, “Blind Signal Separation Techniques in airborne Antenna Arrays”, 15th Annual Benjamin Franklin Symposium, Philadelphia, Pa, May 1997.

24.  K. Abed-Meraim, Y. Hua, and A. Belouchrani, “Super-fast Noise Subspace Computation: Application to Array Calibration and DOA Estimation”, 15th Annual Benjamin Franklin Symposium, Philadelphia, Pa, May 1997.

25.  A. Belouchrani and M. G. Amin, “Blind source separation using joint signal representations”, Proc. SPIE Conference on Advanced algorithms and Architectures for Signal Processing , San Diego, CA, August 1997.

26.  K. Abed-Meraim, Y. Hua and A. Belouchrani, “Minimum Noise Subspace: Concepts and Applications”, 1st International Conference on Information, Communications and Signal Processing (ICICS), September, 1997, Singapore.

27.  A. Belouchrani, K. Abed-Meraim and J-F Cardoso, “An Iterative blind source separation technique: implementation and performance”, 1st International Conference on Information, Communications and Signal Processing (ICICS), September, 1997, Singapore.

28.  M. Z. Ikram, A. Belouchrani, K.Abed-Meraim, Y. Hua, “Interference Excision of Non-Stationary Signals in Spread Spectrum Communications”, Workshop on Signal Processing Applications (WoSPA), pp.~207–210, December 1997.

29.  A. Belouchrani and K. Abed-Meraim, “An Adaptive Optimization for DigitalSignal Separation via the EM algorithm”, In Proc. of 4th International Conference on Optimization: Techniques and Applications, July 1998.Perth, Australia.

30.  M. Amin and A. Belouchrani, “Time-frequency MUSIC — An array signal processing method based on time-frequency signal representation”, Proceedings of the SPIE, Radar Processing, Technology, and Applications III, San Diego, Ca, July 1998.

31.  K. Abed-Meraim, Y. Hua, and A. Belouchrani, “A General Framework for Second Order Blind Source Separation”, in Proc. of Eighth IEEE Digital Signal Processing Workshop, Utah, USA, (in CD-ROM), August 1998.

32.  A. Belouchrani, K. Abed-Meraim, and Y. Hua, “Jacobi-like Algorithms for Joint Block Diagonalization: Application to Source Localization”, In Proc. ISPACS (Melbourne, Australia), November 1998.

33.  M. Z. Ikram, A. Belouchrani, K. Abed-Meraim, and D. Gesbert, “Parametric Estimation and Suppression of Non-Stationary Interference in Spread Spectrum Communications”, Proceedings of 32nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 1401-1405, November 1998.

34.  M. Amin and A. Belouchrani, “Blind source separation using spatial ambiguity functions”, Proceedings of the IEEE Int. Symposium on Time-Frequency and Time-Scale, Pittsburgh, Pa, October 1998.

35.  A. Belouchrani and M. Amin, “A two sensor blind beamformer for direct sequence spread spectrum communications”, Proceedings of the IEEE Workshop on Statistical Signal and Array Processing, Portland, Oregon, September 1998.

36.  A. Belouchrani, and K. Abed-Meraim, “High Interference Rejection Rate achieved through an Iterative Signal Separation“, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), Brisbane, Australia, Aug. 1999.

37.  H. Bousbia-Salah and A. Belouchrani, “A Second Order Multi Output Deconvolution (SOMOD) Technique”, Proceedings of the 10-th IEEE Workshop on Statistical Signal and Array Processing, Pocono Manor, Pennsylvania, August 2000.

38.  S. Aouada and A. Belouchrani, “Joint Estimation of Propagation Parameters in Multi Carrier Systems”, Proceedings of the 10-th IEEE Workshop on Statistical Signal and Array Processing, Pocono Manor, Pennsylvania, August 2000.

39.  A. Belouchrani and B. Derras, “An Efficient Forth Order System Identification (FOSI) Algorithm Utilizing the Joint Diagonalization Procedure”, Proceedings of the 10-th IEEE Workshop on Statistical Signal and Array Processing, Pocono Manor, Pennsylvania, August 2000.

40.  S. Aouada and A. Belouchrani, A Frequency Shift Invariance (FSI) technique for Joint Angle and Delay Estimation in Multicarrier Wireless Communications, ICEE’2000, Boumerdes, Algeria, November 4-6, 2000.

41.  S. Aouada and A. Belouchrani, Estimation of Propagation Parameters in Multicarrier Wireless Communications using 2D-ESPRIT-like Techniques, ICEE’2000, Boumerdes, Algeria, November 4-6, 2000.

42.  A. Belouchrani and A. Cichocki, An Adaptive algorithm for the separation of finite alphabet signals, Proceedings of the Third Australian Workshop On Signal Processing and Applications (WOSPA), Brisbane, Australia, December 2000.

43.  A. Belouchrani, K. Abed-Meraim, M. G. Amin, A. M. Zoubir, Joint Anti-Diagonalization for blind source separation, IEEE Proc. ICASSP, Salt Lake City, Utah, USA, May 2001.

44.  H. Bousbia-Salah, A. Belouchrani and K. Abed-Meraim, Blind separation of convolutive mixtures using joint block-diagonalization, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), Kuala-Lumpur, Malaysia, 13-16 Aug. 2001.

45.  Y. Sarni, R. Sadoun and A. Belouchrani, On the application of chirp modulation in spread spectrum communication systems, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), Kuala-Lumpur, Malaysia, 13-16 Aug. 2001.

46.  M. Djeddou and A. Belouchrani, Parameter estimation in low target tracking, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), Kuala-Lumpur, Malaysia, 13-16 Aug. 2001.

47.  A. Bousbia-Salah, A. Belouchrani and A. Cichocki, Application of time frequency distributions to the independent component analysis of ECG signals, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), Kuala-Lumpur, Malaysia, 13-16 Aug. 2001.

48.  L-T Nguyen, A. Belouchrani, K. Abed-Meraim and B. Boashash, Separating more sources than sensors using time-frequency distributions, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), Kuala-Lumpur, Malaysia, 13-16 Aug. 2001.

49.  H. Bousbia-Salah, A. Belouchrani and K. Abed-Meraim, Blind separation of non stationary sources using joint block diagonalization, Proceedings of the 11-th IEEE Workshop on Statistical Signal Processing, Orchid Country Club, Singapore, 6-8 August 2001.

50.  S. Choi, A. Cichocki and A. Belouchrani, Blind separation of second-order nonstationary and temporally colored sources, Proceedings of the 11-th IEEE Workshop on Statistical Signal Processing, Orchid Country Club, Singapore, 6-8 August 2001.

51.  A. Belouchrani and M. Cheriet, On the use of a new compact support kernel in time frequency analysis, Proceedings of the 11-th IEEE Workshop on Statistical Signal Processing, Orchid Country Club, Singapore, 6-8 August 2001.

52.  I. F. Gorodnitsky and A. Belouchrani, Joint cumulant and correlation based signal separation with application to EEG data Analysis, Proceedings of the ICA conference, San Diego, December 2001.

53.  A. Cichocki and A. Belouchrani, Source Separation of temporally correlated source Using Bank of Band Pass Filters, Proceedings of the ICA conference, San Diego, December 2001.

54.  A. Belouchrani and A. Cichocki, Recursive Separation of Digital Signals in Correlated Noise Fields, 2nd Internationale conference JTEA’2002, Sousse Nord, Tunisia, 21-23 March 2002.

55.  A. Belouchrani and S. Aouada, Maximum likelihood joint angle and delay estimation in unknown noise fields, IEEE Proc. ICASSP,vol. 5, pp.~265-268, 2003.

56.  M. Adjrad, A. Belouchrani and A. Ouldali, Estimation of chirp signal parameters using state space modelization by incorporating spatial information, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), vol. 2, pp. 531-534, Paris, France, July 1-4, 2003.

57.  A. Aissa-EI-Bey, M. Grebici, K. Abed-Meraim and A. Belouchrani, Blind system identification using cross-relation methods: further results and developments, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), vol. 1, pp. 649-652, Paris, France, July 1-4, 2003.

58.  A. Bousbia-Salah, A. Belouchrani and H. Bousbia-Salah, A one step time-frequency blind identification, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), vol. 1, pp. 581-584, Paris, France, July 1-4, 2003.

59.  B. Derras and A. Belouchrani, Blind carrier phase estimation in PAM systems, in Proc. of  the International symposium on Sig. Proc. and its applications (ISSPA), vol. 1, pp. 253-256, Paris, France, July 1-4, 2003.

60.  M. Djeddou, A. Belouchrani and S. Aouada, Approximate ML direction finding in spatially correlated noise using oblique projections, IEEE Proc. ICASSP, May 17-21, 2004, Montreal, Quebec, Canada.

61.  A. Serir and A. Belouchrani, Multiplicative multiresolution decomposition with perfect reconstruction, IEEE international Symposium on signal processing and Information Technology (ISSPIT), December 14-17, 2003, Darmstadt, Germany.

62.  M. Adjrad, A. Belouchrani and K. Abed-Meraim, Parameter estimation of multicomponent polynomial phase signals impinging on a multisensor array using Extended Kalman, IEEE international Symposium on signal processing and Information Technology (ISSPIT), December 14-17, 2003, Darmstadt, Germany.

63.  A. Belouchrani and K. Abed-Meraim, Contrast functions for blind source separation based on time frequency distributions, First International Symposium on Control, Communications and Signal Processing, ISCCSP, 2004, Tunisia.

64.  I. Kacha, K. Abed-Meraim, A. Belouchrani, A fast adaptive blind equalization algorithm robust to channel order over-estimation errors, In Proceedings of the IEEE-SAM’04, Barcelona, Spain, July

65.  R. Aouada, A. Belouchrani, K. Abed-Meraim, Multipath parameter estimation of linear chirp signals using sensor arrays, In Proceedings of the IEEE-SAM’04, Barcelona, Spain, July 2004.

66.  K. Abed-Meraim and A. Belouchrani, Algorithms for Joint Block Diagonalization, 12-th European Signal Processing Conference, EUSIPCO 2004, September 6-10, 2004 Vienna, Austria.

67.  A. Serir and A. Belouchrani, ”Multiplicative Multiresolution for 2-D Signals: Application to Speckle Reduction in SAR Images”, IEEE International Conference on Image Processing ICIP-2004, October 24-27, 2004 Singapore.

68.  N. Linh-Trung, A. Aissa-El-Bey, K. Abed-Meraim and A. Belouchrani, ‘’Underdetermined blind source separation of non-disjoint nonstationary sources in the time-frequency domain’’, in Proc. of the International symposium on Sig. Proc. and its applications (ISSPA), Australia, 2005.

69.  I. Kacha, K. Abed-Meraim, A. Belouchrani, ‘’a new blind adaptive MMSE equalizer for MIMO systems’’, 16th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2005), Berlin, Germany, September 11-15, 2005.

70.  F. Meziane Bentahar Abdelfettah, A. Belouchrani, K. Abed-Meraim and El-Bey Bourennane, “An analytical solution for a second order blind identification algorithm’’, Colloque National sur le Traitement du signal et ses Applications CNTSA’2005, Université 08 mai 45, Guelma, 26-27 septembre 2005.

71.  A. Belouchrani, El-Bey Bourennane and K. Abed-Meraim, “A closed form solution for the blind separation of two sources from two sensors using second order statistics’’, EUSIPCO-2006.

72.  M. Sahmoudi, M. G. Amin, K. Abed-Meraim and A. Belouchrani, ‘’Contrast Functions For Blind Source Separation Based On Time-Frequency Information-Theory’’, Proceedings of the ICA conference, 2006.

73.  I. Kacha, K. Abed-Meraim, A. Belouchrani,’’ Blind adaptive equalization method without channel order estimation’’, IEEE Proc. ICASSP, May 14-19, 2006, Toulouse, France.

74.  K. Abed-Meraim and A. Belouchrani, General Guidelines for Teaching Signal Processing Basics, 4thInternational Forum on Engineering Education Integrating Teaching & Research with Community Service, IFEE2006, University of Sharjah, UAE, 25-27 April 2006.

75.  F. Meziane Bentahar Abdelfettah, B. Magaz, Belouchrani, ‘’ A DSP Implementation of a second order blind identification algorithm using TMS320C6711 Processor’’, DAT’2006, 20-22 Novembre 2006.

76.  M. L. Bencheikh, A. Belouchrani, B. Magaz, M. Hamadouche ‘Radar signal detection in Weibull clutter using Gabor transform’, CGE, EMP, Bordj EL Bahri, Alger, 16-17 avril 2007.

77.  M. Hamadouche, M. L Bencheikh, B. Magaz and A. Belouchrani, ‘’Performance Analysis of a Novel Adaptive SLB/CFAR System’’ International Radar Symposium, 2006. IRS 2006. 24-26 May 2006. Krakow, Poland.

78.  M. L Bencheikh, B. Magaz, M. Hamadouche, and A. Belouchrani, ‘’Analysis and Real Time Implementation of a Clutter Map CFAR Detector with Noncoherent’’, International Radar Symposium, 2006. IRS 2006. 24-26 May 2006. Krakow, Poland.

79.  B. Magaz, M. L Bencheikh, M. Hamadouche, and A. Belouchrani, ‘’Design and Real Time Implementation of a Novel Combined CA-CFAR/SLB System on TMS320C67x Processor’’, International Radar Symposium, 2006. IRS 2006. 24-26 May 2006. Krakow, Poland.

80.  Ibrahim Kacha, Karim Abed-Meraim and Adel Belouchrani, ‘’FAST ADAPTIVE SIMO EQUALIZER BASED ON TRUNCATED COVARIANCE MATRIX METHOD’’, WoSPA 2008, ‘’An International Workshop on Signal Processing and its Applications’’, 18 – 20 March 2008, Sharjah, U.A.E

81.  I. Kacha1, K. Abed-Meraim, and A. Belouchrani, ‘’A low-cost adaptive algorithm for blind equalization without channel order estimation’’, 3rd International Symposium on Communications, Control and Signal Processing (ISCCSP 2008), March 12–14, 2008, Malta.

82.  N. CheViet_, M. El Badaoui, A. Belouchrani and F. Guillet, ‘’Blind separation of cyclostationary sources using non-orthogonal approximate joint diagonalization’’, Fifth IEEE Sensor Array and Multichannel Signal Processing Workshop. July 21-23, 2008, Germany.

83.  R. IFERROUDJENE, A. BELOUCHRANI, ‘’Techniques de décomposition conjointe pour la séparation de sources’’, Séminaire ‘’Les technologies au service de la sécurité’’ organisé conjointement par l’Ecole militaire polytechnique et l’Organisation pour la Recherche et la Technologie (RTO) de l’OTAN. 3-4 Novembre 2008.

84.  A. Labed, A. Belouchrani, ‘’Séparation Aveugle de Signaux dans les Communications Numériques’’ Séminaire ‘’Les technologies au service de la sécurité’’ organisé conjointement par l’Ecole militaire polytechnique et l’Organisation pour la Recherche et la Technologie (RTO) de l’OTAN. 3-4 Novembre 2008.

85.  A. Belouchrani, ‘’La séparation aveugle de sources: concepts et applications’’, Séminaire ‘’Les technologies au service de la sécurité’’ organisé conjointement par l’Ecole militaire polytechnique et l’Organisation pour la Recherche et la Technologie (RTO) de l’OTAN. 3-4 Novembre 2008.

86.  Z. Zidemal, A.Amirou, A. Belouchrani, ‘’Using Support Vector Machines (SVMs) with Reject Option for Heartbeat Classification’’, BIOSIGNALS 2009 – Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, pp. 204-210, Porto, Portugal, January 14-17, 2009.

87.  A. Labed, A. Aïssa-El-Bey,T. Chonavel, A. Belouchrani, ‘’New Hybrid Adaptive Blind Equalization Algorithms For QAM Signals’’, In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, pp. 2809-2812, April 19-24, 2009 Taipei Taiwan.

88.  N. Cheviet, M. El Badaoui, A. Belouchrani, and F. Guillet, ‘’Blind Separation of Cyclostationary Signals’’, Proc 8th International Conference on Independent Component Analysis and Signal Separation, ICA 2009, March 15-18, 2009. PARATY, BRAZIL.

89.  A. Fermas, A. Belouchrani, O. Ait-Mohamed, Hardware Implementation of Free Division Block-based BSS Algorithm, the 2009 Joint IEEE NEWCAS and TAISA Conference, to be held in from June 28 – July 1st, 2009. Toulouse, France.

90.  B. Magaz, M. Hamadouche, A. Belouchrani , ‘’Design and DSP Implementation of an Adaptive Linear Combined CFAR Processor’’, International Radar Symposium 2009, IRS 2009, 09 – 11 September 2009, Hamburg, Germany.

91.  B. Magaz, A. Belouchrani and M. Hamadouche,‘’Automatic Order Selection for OS-CFAR Detection Improvement under sever interference situations using information theoretic criteria’’, International Radar Conference, Radar 2009, 12-16 October 2009, Bordeaux, FRANCE.

  1. B. Magaz, A. Belouchrani and M. Hamadouche,‘’Automatic Order Selection for OS-CFAR Detection Imprevement under sever interference situations using information theoretic criteria’’, International Radar Conference, Radar 2009, 12-16 October 2009, Bordeaux, FRANCE.
  2. Atef Mermoul, Adel Belouchrani, A Subspace-Based Method for Speech Encryption, the 10th International Conference on Information Science, Signal Processing and their applications (ISSPA), Kuala Lumpur, Malaysia,  10-13 May 2010.
  3. R.Iferroudjene, K. Abed Meraim and A. Belouchrani, Joint Diagonalization of Non-Defective Matrices using Generalized Jacobi Rotations, the 10th International Conference on Information Science, Signal Processing and their applications (ISSPA), Kuala Lumpur, Malaysia,  10-13 May 2010.
  4. Ammar Cherchar, Adel Belouchrani, Thierry Chonavel, ‘’A New Approach to Maneuvring Target Tracking in Passive Multisensor Environment’’, PASSIVE 2010, June 23-24, Brest, FRANCE.
  5. Ammar Cherchar, Adel Belouchrani, Thierry Chonavel, A new approach in distributed multisensor system based on kalman filter methods,  13th International Conference on Information Fusion, 26-29 July 2010 EICC Edinburgh, UK.
  6. S. Meziani and A. Belouchrani, ‘’An iterative MUSIC algorithm based on oblique Projection’’, 5th  DAT, 21-23 Feb. 2011, Algiers, Algeria.
  7. M. Abed, A. Belouchrani, M. Cheriet and B. Boashash, ‘’Compact support kernels based time frequency distributions: Performance evaluation’’, IEEE Proc. ICASSP, May 22-27, 2011, Prague, Czech Republic. 2011.
  8. A. Boudjellal, A. Belouchrani and K. Abed-Meraim, ‘’A new ToAs’ CACFAR Wiener RAKE estimator for downlink mobile positioning in UMTS-FDD system, 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), Tipaza, Algeria. 9-11 May 2011, Pages: 343-7   DOI: 10.1109/WOSSPA.2011.5931507
  9.  S.Tagzout, A. Belouchrani and M Ouali, ‘’VLSI architecture of the blind carrier phase tracking with guaranteed global convergence’’, 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA). Tipaza, Algeria, 9-11 May 2011, Pages: 191-4   DOI: 10.1109/WOSSPA.2011.5931448
  10. M.Thameri, A. Kammoun a, K. Abed-Meraim and A. Belouchrani,’’Fast principal component analysis and data whitening algorithms, 7th International Workshop on Systems, Signal Processing and their Applications (WOSSPA). Tipaza, Algeria, 9-11 May 2011. Pages: 139-42   DOI: 10.1109/WOSSPA.2011.5931434  
  11.  M. Thameri, Karim Abed-Meraim, and A. Belouchrani, ‘’Minor subspace tracking using MNS technique’’, IEEE Proc. ICASSP 2012, March 25-30, 2012, Kyoto, Japan.
  12. Tagzout and A. Belouchrani, ”Dynamic Accuracy Adjustement for fixed width dividers” , The 11th International Conference on Information Science, Signal Processing and their applications (ISSPA), Montreal, Canada, 2-5 July 2012.
  13. M. Thameri, K. Abed-Meraim and A. Belouchrani, ”New algorithms for adaptive BSS”, The 11th International Conference on Information Science, Signal Processing and their applications (ISSPA), Montreal, Canada, 2-5 July 2012.
  14. Y. Remram, A. Belouchrani, H. Timlelet and M. Attari, ”Design and implementation of an acoustic detection system of a moving sound source”, 4th International Metrology Conference CAFMET 2012, 23-27 April 2012, Marrakech, Morocco.
  15. M. Adnane and A. Belouchrani, ‘’Premature ventricular contraction arrhythmia detection using wavelet coefficients’’, 8th International Workshop on Systems, Signal Processing and their Applications (WOSSPA) 2013, Algiers, Algeria, May 12th -15th, 2013.
  16. A. Boudjellal, K. Abed-Meraim and A. Belouchrani, ‘’Order-Statistics Minimum Error Detector for Optimal Delay Detection in Multipath Rayleigh Fading Channel Context’’, 8th International Workshop on Systems, Signal Processing and their Applications (WOSSPA) 2013, Algiers, Algeria, May 12th -15th, 2013.
  17. A. Boudjellal, K. Abed-Meraim, A. Belouchrani and P. Ravier, , ‘’A new methodology for optimal delay detection in mobile localization context’’, IEEE Proc. ICASSP 2013,  May 26-31, 2013, Vancouver, Canada. 
  18. A. Boudjellal, K. Abed-Meraim, A. Belouchrani and P. Ravier, ”Sliding Window Adaptive Constant Modulus Algorithm Based on Complex Hyperbolic Givens Rotations”, EUSIPCO 2013, 09-13 September 2013, Marrakech, Morocco.
  19. A. Boudjellal, K. Abed-Meraim, A. Belouchrani and P. Ravier, ”Adaptive Constant Modulus Algorithm Based on Complex Givens Rotations”, 2014 IEEE Workshop on Statistical Signal Processing, SSP’14, 29 June – 2 July 2014, Jupiters, Gold Coast, Australia.
  20. A. Boudjellal, K. Abed-Meraim, A. Belouchrani and P. Ravier and A. Assa-El-Bey, ”Sparsity-Based Algorithms for Blind Separation of Convolutive Mixtures with Application to EMG Signals”, 2014 IEEE Workshop on Statistical Signal Processing, SSP’14, 29 June – 2 July 2014, Jupiters, Gold Coast, Australia.
  21. A. Boudjellal, K. Abed-Meraim, A. Belouchrani and P. Ravier, ”Informed Separation of Dependent Sources Using Joint Matrix Decomposition”, EUSIPCO 2014, 1-5 September 2014 Lisbon, Portugal.
  22. A. Belouchrani and M. Khodja, ”Performance Analysis of Time frequency Subspace based Direction Finding algorithms in presence of perturbed array manifold”, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), 22-25 June 2014, A coruna, Spain. Invited Paper.
  23. E. Lamini, R. Bellal, S. Tagzout, H. Belbachir and A. Belouchrani, ”Enhanced bit-width optimization for linear circuits with feedbacks”, 9th International Design & Test Symposium (IDT) 2014, pp. 168-173, doi:10.1109/IDT.2014.7038607.
  24. A. Boudjellal, K.Abed-Meraim, A. Belouchrani and P. Ravier, ”Signal Side Information Impact on the Statistical Resolution Limit”, 19th International ITG Workshop on Smart Antennas, 3-5 March 2015 at Ilmenau, Germany.
  25. V. Choqueuse, A. Belouchrani, G. Bouleux and M.E.H Benbouzid, ”Voltage sags estimation in three-phase systems using unconditional maximum likelihood estimation”, 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 19– 24 April 2015, Brisbane, Queensland, Australia.
  26. M. Chouiha, A. Khouas, A. Belouchrani and G. B. Baudoin, ”Blind Source Separation Based Phase Estimator for Carrier Synchronization of High-Order QAM Signals”, 9th European Conference on Antennas and Propagation, Lisbon, Portugal, on 12-17 APRIL 2015.
  27. V. Choqueuse, A. Belouchrani and M. Benbouzid, ”Phasor estimation using Conditional Maximum Likelihood: strengths and limitations”, EUSIPCO 2015, Nice, France, 31 August-4 September 2015.
  28. M. Adnane, A. Belouchrani, On the use of Auto-Regressive Modeling for Arrhythmia Detection, EUSIPCO 2016, 28 Aug. to 02 Sep. 2016, Budapest, Hungary.
  29. Boudjellal, V. D. Nguyen,  K. Abed-Meraim, A. Belouchrani, Ph. Ravier, On The Impact Of Signals Time-Frequency Sparsity On The Localization Performance , EUSIPCO 2016, 28 Aug. To 02 Sep. 2016, Budapest, Hungary
  30.  S. Reda, A. Belouchrani, ”Blind identification of power sources in processors Design”, Automation &  Test in Europe Conference & Exhibition (DATE) 2017, March 27-31, 2017, Lausanne, Switzerland, Pages: 1739 – 1744, DOI: 10.23919/DATE.2017.7927274
  31.  S. Tebache, F. Ghanem and A. Belouchrani, ”Novel and simple approach for reconfiguring the pattern of an UWB CPW-Fed monopole antenna”, 2017 Seminar on Detection Systems Architectures and Technologies (DAT), Algiers, Algeria, Apr 2017, DOI: 10.1109/DAT.2017.7889161
  32.  A. Cherchar, M. Thameri and A. Belouchrani, ”A new multi-sensor fusion algorithm based on the Information Filter framework”, 2017 Seminar on Detection Systems Architectures and Technologies (DAT), Algiers, Algeria, Apr 2017, DOI: 10.1109/DAT.2017.7889154 
  33. A. Ladaycia, A. Belouchrani, K. Abed-Meraim and A. Mokraoui, ”Parameter optimization for defeating blind interception in drone protection”, 2017 Seminar on Detection Systems Architectures and Technologies (DAT), Algiers, Algeria, Apr 2017, DOI: 10.1109/DAT.2017.7889192 
  34. A. Meziane Bentahar Meziane, T. Chonavel, A. Assa-El-Bey and A. Belouchrani, ”A Closed Form Solution for Whitenning Based Second Order Blind Identification”, 2017 Seminar on Detection Systems Architectures and Technologies (DAT), Algiers, Algeria, Apr 2017, DOI: 10.1109/DAT.2017.7889173
  35. A. Ladaycia, A. Mokraoui, K. Abed-Meraim and A. Belouchrani, ”Further investigations on the performance bounds of mimo-ofdm channel estimation”, in The 13th International Wireless Communications and Mobile Computing Conference (IWCMC 2017), Valencia, Spain, June 26-30, 2017. 
  36. A. Ladaycia, A. Mokraoui, K. Abed-Meraim and A. Belouchrani, ”Toward green communications using semi-blind channel estimation”, in EUSIPCO 2017 Kos island Greece, 28 August – 2 September 2017.
  37.  A. Ladaycia, A. Mokraoui, K. Abed-Meraim and A. Belouchrani, ”Contributions l’estimation semiaveugle des canaux MIMO-OFDM”, GRETSI., Juan-les-pins, France, 5-8 September 2017.
  38. A. Mesloub, K. Abed-Meraim and A. Belouchrani, ”Ground moving target classification based on micro-Doppler signature using novel spectral information features”, 2017 European Radar Conference (EURAD), 2017.
  39. S. Tebache, A. Belouchrani, Farid Ghanem and A. Mansoul,”Compact 45 phase shifter based on coupled tapered transition for UWB applications”, 5th International Conference on Electrical Engineering – Boumerdes (ICEE-B), 2017.
  40. M. Adnane and A. Belouchrani, ”Seizure detection Based on Autoregressive Modeling, ELECO 2017, 10th International Conference on Electrical and Electronics Engineering, Bursa, Turkey, November 30-2 December 2017.
  41.  A. Ladaycia, A. Belouchrani, K. Abed-Meraim and A. Mokraoui, ”EM-Based Semi-Blind Mimo-Ofdm Channel Estimation”, IEEE Proc. ICASSP 2018, 15-20 April 2018 , Calgary, Alberta, Canada.
  42. A. Mesloub, A. Belouchrani and K. Abed-Meraim, ”Efficient and Stable Joint Eigenvalue Decomposition Based on Generalized Givens Rotations”, in EUSIPCO 2018 Rome, Italy, 3 – 7 September 2018.
  43. A. Ladaycia, K. Abed-Meraim; A. Mokraoui and A. Belouchrani, ”Efficient Semi-Blind Subspace Channel Estimation for MIMO-OFDM System”, in EUSIPCO 2018 Rome, Italy, 3 – 7 September 2018. 
  44.  M. Said, S. Chetoui, A. Belouchrani and S. Reda, ”Understanding the sources of power consumption in Mobile SoCs”, The 9th international GREEN and sustainable computing Conference October 22-24, 2018, Pittsburgh, PA, US.
  45.  A. Ladaycia, A. Belouchrani, K. Abed-Meraim and A. Mokraoui, ”Efficient EM-algorithm for MIMO-OFDM semi blind channel estimation”, 1st Conference on Electrical Engineering (CEE 2019), Apr 2019, Algiers, Algeria.
  46.   S. Meziani, A. Mesloub, A. Belouchrani and K. Abed-Meraim, ”New Algorithm’s Implementation for Non-Unitary Joint Diagonalization Based on Generalized Givens Rotation’’,  1st Conference on Electrical Engineering (CEE 2019), Apr 2019, Algiers, Algeria.
  47.  A. Ladaycia and M. Pesavento, A. Mokraoui, K. Abed-Meraim and  A. Belouchrani, ”Decision Feedback Semi-blind Estimation Algorithm for Specular OFDM Channels”, IEEE Proc. ICASSP 2019, 12-17 May 2019, Brighton, United Kingdom, United Kingdom.
  48. A. Mesloub, A. Belouchrani and K. Abed-Meraim, ”New Algorithms on Complex Joint Eigenvalue Decomposition Based on Generalized Givens Rotations”, in EUSIPCO 2019, A Coruna, Spain,2- 6 September 2019.
  49.  S. Meziani, A. Belouchrani and K. Abed-Meraim, ‘’Approximate Joint Diagonalization for ARMA Dependent Source Separation’’,  11th IEEE Sensor Array And Multichannel Signal Processing Workshop, SAM 2020, June 8 – 11, 2020, Hangzhou, China.

Plenary Presentations 

  • A. Belouchrani, TV Broadcasting based Bistatic Radars, at DAT Conference 2004, Reghaia.
  •  A. Belouchrani, Blind Source separation: Concepts and Applications, at DAT Conference 2006, Beni-Messous.
  • A. Belouchrani, Techniques d’appoint pour la d´etection de vecteurs a´eriens : Radars passifs et localisation acoustique, at DAT Conference 2011, Beni-Messous.
  • A. Belouchrani, Time Frequency Array Signal Processing: A Synergistic Relationship between Time Frequency Methods and Sensor Array Processing, at First National Conference on Telecommunications, CNT’2012, November 2012, Guelma.
  • A. Belouchrani, Blind Multi Sensor Processing: Concepts and Some Applications, U.S. NAS-KAUST Frontiers of Sensor Science Symposium, 2015,  Saudi Arabia on December 5 – 7, 2015.
  • A. Belouchrani, Smart antennas for non stationary signals, The 7th International Conference on Wireless Networks and Mobile Communications October 29 – November 01, 2019 Fez, Morocco.
  • A. Belouchrani, Array Processing for non-Stationary Signals:  Exploiting Spatial Time Frequency Distributions, IEEE International Conference on Signal, Control and Communication (SCC 2019), 16 – 18 December 2019, Hammamet, Tunisia.

 Supervised Ph.D. Thesis 

  1.      ‘’Angle and Frequency Doppler Estimation for Low-Elevation Targets’’, defended by Mustapha DJEDDOU on June 2005 at Ecole Nationale Polytechnique. Mustapha DJEDDOU is currently with Ecole Militaire Polytechnique, Algeria.
  2.      ‘’Blind separation of source signals from their convolutive mixtures: Bloc Joint Diagonalization technique based en second order statistics defended’’, by Hicham BOUSBIA-SALAH on May 2006 at Ecole Nationale Polytechnique. Hicham BOUSBIA-SALAH is currently with Ecole Nationale Polytechnique, Algeria.
  3.      ‘’Fast blind equalizers for multichannel robust to channel order overestimation’’, defended by Ibrahim KACHA on March 2007 at Ecole Nationale Polytechnique. Ibrahim KACHA joined the Genie Express program at Ecole Polytechnique de Montral, QC, Canada.
  4.      ‘’Parameter Estimation of multi-component polynomial-phase signals: Exploitation of the spatial information provided by a multi-sensor array’’, defended by Mounir ADJRAD on November 2007 at Ecole Nationale Polytechnique. Mounir ADJRAD joined University College London, UK.
  5.      ‘’A study of the stochastic and cyclic behavior of the wind in Algeria’’, defended by Farouk Chellali on April 2011 at Ecole Nationale Polytechnique. This Work has received The DESERTEC Thesis Award. Farouk Chellali is currently with Centre for the Development of Renewable Energies (CDER), Algeria.
  6.      ”Hyperbolic decomposition Techniques for array signal processing, defended by Redha IFERROUDJENE’’ on July 2011 at Ecole Militaire Polytechnique. Redha IFERROUDJENE is currently with Ecole Militaire Polytechnique, Algeria.
  7. ”Architectures of SoC Implementation for DNS/DNSSEC serve”, defended by Rabah SADOUN on February2012 at Ecole Nationale Polytechnique. Rabah SADOUN is currently with Ecole Nationale Polytechnique, Algeria.
  8.      ‘’Digital Phase Detectors in VLSI’’, defended by Samir TAGZOUT on February 2012 at Ecole Nationale Polytechnique. Samir TAGZOUT joined Centre de Développement des Technologies Avancées (CDTA), Algiers, Algeria.
  9.      ‘’Radar Detection in interfering target environment: Algorithm design and real time implementation’’, defended by Boualem MAGAZ on March 2012 at Ecole Nationale Polytechnique. Boualem MAGAZ is currently with Research and Development Center, Algiers, Algeria.
  10.      ‘’Contribution to reduced complexity hardware implementation of Blind Source Separation Algorithms: Development of A VLSI Architectures Design Platform’’, defended by Abdelmalek FERMAS on May 2012 at Ecole Militaire Polytechnique. Abdelmalek FERMAS is currently with Ecole Militaire Polytechnique, Algeria.
  11.  ‘’Cardiac arrhythmia recognition using Support Vector Machines (SVMs)’’, defended by Zahia ZIDELMAL on June 2012 at Mouloud Mammeri University.Zahia ZIDELMAL is currently with Mouloud Mammeri University, Tizi-Ouzou, Algeria.
  12.   ‘’Exploitation de la nature discrète des signaux des communications numériques dans les techniques aveugles d’égalisation et de séparation de sources’’, defended by Abdenour LABED on February 2013 at Ecole Militaire Polytechnique. Abdenour LABED is currently with Ecole Militaire Polytechnique, Algeria.
  13. ” Subspace Based Encryption: Concepts and Robustness Study” , defended by Atef MERMOUL on October 2013 at Ecole Nationale Polytechnique. Atef MERMOUL is currently with the ”Laboratoire des dispositifs de Communications et de Conversion Photovoltaique” (LDCCP), Ecole Nationale Polytechnique. Algeria.
  14. ”Poursuite sous espace, estimation robuste et analyse de performance : Application au traitement d’antennes et radar MIMO”, defended by Messaoud THAMERI on December 2013 at Telecom-ParisTech, Paris, France. Messaoud THAMERI is currently with Development and Research Center of Algiers, Algeria. (Co-directed with Prof. K. Abed-Meraim.)
  15. ” Traitement Radar Adapté à l’Environnement : Conception de formes d’onde et traitement de clutter”, defended by Mohamed EL Mounir ABDELAZIZ on May 2014 at Ecole Nationale Polytechnique. Mohamed Mounir ABDELAZIZ is currently with Research and Development Center, Algiers, Algeria.
  16. ”Analyse des Performances des Algorithmes MUSIC et ESPRIT Temps-Fréquence pour la Localisation de Sources en Présence d’Erreurs de Modèle”, defended by Mohamed KHODJA on May 2015 at Ecole Nationale Polytechnique. Mohamed KHODJA is currently with the ”Laboratoire des Dispositifs de Communications et de Conversion Photovoltaique” (LDCCP), Ecole Nationale Polytechnique, Algeria
  17. ”Time-Frequency Distributions: Compact Support Kernels, Performances and Implementations”, defende by Mansour ABED on June 2015 at Ecole Nationale Polytechnique. Mansour ABED is currently with University of Mostaganem, Mostaganem, ALGERIA.
  18. ”Micro-Doppler Signals: Classification and Source Separation through Conjoint Diagonalization”, defended by MESLOUB Amar on June 2015 at Ecole Militaire Polytechnique. (Co-directed with Prof. K. ABED-MERAIM).bMESLOUB Amar is currently with Ecole Militaire Polytechnique, Algeria.
  19. ”Contributions to Source Localization and Separation”, defended by Abdelouahab BOUDJELLAL on September 2015 at University of Orleans, Orleans, France. (Co-directed with Prof. K. ABED-MERAIM and Prof. P. RAVIER). Abdelouahab BOUDJELLAL is currently with the ”Laboratoire des Dispositifs de Communications et de Conversion Photovoltaique” (LDCCP), Ecole Nationale Polytechnique Algeria.
  20. ”Fusion de données appliquée à la poursuite radar et la localisation de sources dans un contexte multi-capteurs”, defended by Ammar CHERCHAR on December 2016 at  Ecole Militaire Polytechnique . Ammar CHERCHAR is currently with Research and Development Center, Algiers, Algeria.
  21. ”Source separation algorithms for real time applications”, defended by MEZIANE BENTAHAR MERIANE Abdelfettah on June 2017 at Ecole Nationale Polytechnique. MEZIANE BENTAHAR MERIANE Abdelfettah is currently with the ”Laboratoire des Dispositifs de Communications et de Conversion Photovoltaique” (LDCCP), Ecole Nationale Polytechnique, Algeria.
  22. ”Motion parameter estimation of moving acoustic source exploiting time-frequency analysis”, defended by HIMLELT Hakima on July 2017 at University of Science and Technology Houari Boumediene (USTHB). (Co-directed with Prof. Y. REMRAM).
  23. ”Arithmétiques et algorithmiques pour l’optimisation des circuits intégrés”, defended by EL-Sedik Lamini, on November 2018 at University of Science and Technology Houari Boumediene (USTHB). (Co-directed with Prof.H. Belbachir and Dr S. Tagzout).
  24.  ”Modélisation et optimisation des implémentations physiques d’une fonction”,  defended by BELLAL Rima Narimène, on May 2019  at University of Science and Technology Houari Boumediene (USTHB).  (Co-directed with Prof.H. Belbachir and Dr S. Tagzout).
  25. ”Annulation d’interférences dans les systèmes MIMO et MIMO massifs (Massive MIMO)”, defended by LADAYCIA Abdelhamid, on July 2019 at  Paris 13 University, Sorbonne Paris, France. (Co-directed with Prof. K. Abed-Meraim and Prof. A. Mokraoui)
  • Co-Supervised Ph.D. Thesis (Collaboration)
  1. ‘’Estimation and separation of linear frequency- modulated signals in wireless communications using time frequency signal processing’’, with Prof. B. Boashash and Prof. K. Abed-Meraim. Thesis defended by Nguyen Linh- Trung on October 2004 at Queensland University of Technology.
  2. ‘’Source detection and Parameter estimation in Array Processing in the presence of Non uniform Noise’’, with Prof. A. M Zoubir at Curtin University of Technology, Australia. Thesis defended by Said Aouada on May 2006 at T.U. Darmstadt, Germany.
  3. ‘’Séparation aveugle de sources audio dans le contexte automobile’’, with Prof. K. Abed-Meraim and Prof. Y. Grenier. Thesis defended by Abdeldjalil Aissa El Bey on July 2007 at Ecole Nationale Supérieure des Télécommunications, Paris, France.

Selected Supervised Master of Science thesis

  •  ‘’Radar Detection in the time frequency domain: Exploitation of the reassigned representation’’, presented by Mohamed Laid BENCHEIKH on June 2000 at Ecole Nationale Polytechnqiue.
  • ‘’Exploitation of the Spatial and Frequency diversity for the Estimation of Propagation Parameters in MultiCarrier Systems’’, presented by Said AOUADA on September 2000 at Ecole Nationale Polytechnqiue.
  • ‘’Robust Beamforming through target tracking’’, presented by Samir DRISSI on December 2001 at Ecole Militaire Polytechnique.
  •  ‘’Application of Extended Kalman Filter to chirp identification’’, presented, presented by Mounir ADJRAD on April 2002 at Ecole Nationale Polytechnique.
  •  ‘’Study and FPGA Implementation of spread spectrum communication system based on chirp modulation’’, presented by Yacine SARNI on April 2002 at Ecole Nationale Polytechnique.
  •   ‘’Pipeline and Parallel Architectures for Recursive and Adaptive Filters: Automatic Design Platform for VLSI Architectures’’, presented by Abdelmalek FERMAS on January 2005 at Ecole Militaire Polytechnique.
  •  ‘’Bistatic Radar exploiting radiations of non cooperative emitters: Design of a simulator under MATLAB’’, presented by Allaoua BOUGHRIRA on February 2007 at Ecole Militaire Polytechnique.
  •  ‘’Unsupervised source separation: Implementation on DSP TMS320C6211 card’’, presented by Abdelfetah MEZIANE BENTAHAR MEZIANE on February 2007 at University of Sciences and Technology Houari Boumediene (USTHB).
  •  ‘’DOA estimation in the time frequency domain’’, presented by Mohamed Seddik TOUHAMI on May 2007 at Ecole Nationale Polytechnique.
  • ‘’Cellular Mobile Positioning using array signal processing’’, presented by Abdelouahab BOUDJELLAL on November 2009 at Ecole Militaire Polytechnique.
  • ‘’Oblique projection operators and their application to array signal processing’’, presented by Saliha MEZIANI on February 2011 at Ecole Militaire Polytechnique.
  • ‘’Passive Detection using DVB-T signals’’, presented by Abdelhamid LADAYCIA on June 2012 at Ecole Militaire Polytechnique.

Selected Ph.D and ”HDR” Assessment

  • Member of the HDR ”Habilitation Diriger des Recherches” defense jury of Mohamed EL BADAOUI, ‘’Analyse Cyclostationnaire et Séparation de sources des signaux mécaniques, électriques et biomécaniques, on 12 Juin 2009 at Jean Monnet University of Saint Etienne, Roanne, France.
  • Member of the Ph.D defense jury of Anahid SAFAVI, Contributions on Exploiting Transmit and Receive Diversity for a Multi-Antenna Wireless System, on September 2003 at Ecole Nationale Supérieure des Télécommunications (ENST) de Paris, France.
  • External Examinator (”Rapporteur”) of the Ph.D dissertation of Lamia BERRICHE, Semi-Blind Estimation of MIMO Channels: Algorithms and Performance. Thesis defended on September 2006 at Ecole Nationale Supérieure des Télécommunications (ENST) de Paris, France.
  • Member of the Ph.D defense jury of Nhat Anh CHE VIET, Analyse cyclostationnaire : Estimation des fréquences cycliques et séparation de sources, on October 2011 at Jean Monnet University of Saint Etienne, Roanne, France.
  • External Examinator (”Rapporteur”) of the Ph.D dissertation of Fatiha DJEBBAR, Contribution to audio steganography: Algorithms and robustness analysis. Thesis defended on January 2012 at University of Bretagne Occidentale, Brest, France.
  • External Examinator (”Rapporteur”) of the Ph.D dissertation of Siwar REKIK, Sécurisation de la communication parlée par une technique stéganographique. Thesis defended on May 2012 at University of Bretagne Occidentale, Brest, France.
  • External Examinator of the Ph.D dissertation of Victor SUCIC, Parameters Selection for Optimising Time-Frequency Distributions and Measurements of Time-Frequency Characteristics of Nonstationary Signals. Thesis defended on 2003 at Queensland University of Technology (QUT), Brisbane, Australie.
  • External Examinator of the Ph.D dissertation of Daniel CAREY, Statistical Modelling and Reduction of Multiple Access Interference Power in Wideband DS-CDMA & MC-CDMA Communications Systems. Thesis defended on 2005 at Queensland University of Technology (QUT), Brisbane, Australie.
  • Member of the Ph.D defense jury of Latifa HAMAMI, Réalisation d’un système de reconnaissance de l’écriture arabe imprimée, on September 2002 at Ecole Nationale Polytechnique.Member of the Ph.D defense jury of Amina BENMERABET SERIR, Analyses Multi-résolution et multi-échelle appliquées aux traitements d’images satellitaires, on 2002 at University of Sciences and Technology Houari Boumediene (USTHB).
  • Member of the Ph.D defense jury of Nadia LASSOUAOUI, Segmentation des images par différentes approches et optimisation avec les algorithmes génétiques, on 2004 at Ecole Nationale Polytechnique.
  • Member of the Ph.D defense jury of Amine MOKRAOUI, Contribution l’amélioration des performances des antennes TSA: Analyse par des méthodes numériques, February 2005 at Ecole Nationale Polytechnique.
  • Member of the Ph.D defense jury of Amel AISSAOUI, Synchronisation Adaptative du code PN Dans les Systèmes de Communication DS/SS, on 2008 at MENTOURI University of Constantine.
  • Member of the Ph.D defense jury of El Houssin EL BOUCHIKHI, On parametric spectral estimation for induction machine faults detection in stationary and nonstationary environments. Thesis defended on November 2013 at University of Bretagne Occidentale, Brest, France.
  • External Examinator (”Rapporteur”) of the Ph.D dissertation of Abdelkrim Kamel OUDJIDA, Arithmetic for Finite-Word-Length Linear Controllers: MEMS Applications. Thesis defended on December 2013 at Université of Franche-Comté, France

Registered Patents 

1.     M. Cheriet and A. Belouchrani,  Méthode et système de mesure de l’énergie d’un signal, Canadian Intellectual Property Office, Patent number CA2346160. 02 Novembre 2002.

2.     M. Cheriet and A. Belouchrani,  Method and system for measuring the energy of a signal, World Intellectual Property Organization, Patent number WO02088760 A2.  7 Novembre 2002.

Pending Patents

3.     A. Belouchrani and W. Ren, Phase-locked Loop with Guaranteed Global Convergence, UC Case No. 97-127. USA.

4.     B. Derras and A. Belouchrani, Method and implementation of a blind carrier phase recovery algorithm for PAM signals. Cirrus Logic, Inc. Colorado, 2001.

5.  A. Mermoul and A. Belouchrani, ‘’Procédé de chiffrement et déchiffrement de données et de signaux exploitant des techniques de sous espaces‘’, INAPI, No. 080776, December 2008.

Citation Index

From Google scholar

 http://scholar.google.com/citations?user=xMg-DccAAAAJ&hl=en

 

All

Since 2016

Citations

8274

2304

h-index

36

20

i10-index

77

34

From Scopus

Scopus Author ID: 7003311350

https://www.scopus.com/authid/detail.uri?authorId=7003311350

Documents by author: 180

Total citations: 4686

h-index: 26

From Web of Science (Core Collection)

ResearchID: A-2366-2009

http://www.researcherid.com/rid/A-2366-2009

Publications in Web Of Science: 164

Sum of the Times Cited: 3540

Average Citations per Item: 21.6

Average Citations per Year: 141.6

h-index: 22

Last Updated:  02/03/2021