Alexandre Renaux
Maître de conférences (HDR) / Associate Professor

Université Paris-Sud, Orsay, Dpt Physics
Laboratory of Signals and Systems (L2S)

Signals and Statistics Group - Modelisation and Estimation Team

Room C4.25 L2S/CentraleSupelec (phone: 1758)
alexandre.renaux@u-psud.fr


Reprinted papers in book series

The following papers have been reprinted in Bayesian Bounds for Parameter Estimation and Nonlinear Filtering and Tracking from Harry L. Van Trees and Kristine L. Bell (publisher Wiley/IEEE Press) 2007.

- A. Renaux, "Weiss-Weinstein bound for data aided carrier estimation", IEEE Signal Processing Letters, Volume: 14, Issue: 4, Apr. 2007, pp. 283-286 (pdf).
- A. Renaux, P. Forster, P. Larzabal, and C. Richmond "The bayesian Abel bound on the mean square error", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-06, Toulouse, France (paper pdf).

Journal papers

- L. Bacharach, A. Renaux, M. N. El Korso, and E. Chaumette, "Weiss-Weinstein bound on multiple change-points estimation", IEEE Transactions on Signal Processing, Volume: 65, Issue: 10,  May 2017, pp.  2686-2700 (pdf).
- E. Chaumette, A. Renaux, and M. N. El Korso, "A class of Weiss-Weinstein bounds and its relationship with the Bobrovsky-Mayer-Wolf-Zakai bounds", IEEE Transactions on Information Theory, Volume: 63, Issue: 4,  Apr. 2017, pp.  2226-2240 (pdf).
- N. Kbayer, J. Galy, E. Chaumette, F. Vincent, A. Renaux and P. Larzabal, "On lower bounds for non-standard deterministic estimation", IEEE Transactions on Signal Processing, Volume: 65, Issue: 6,  Mar. 2017, pp.  1538-1553 (pdf).
- C. Ren, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "Hybrid Barankin-Weiss-Weinstein bounds", IEEE Signal Processing Letters, Volume: 22, Issue: 11, Nov. 2015, pp. 2064-2068 (pdf).
- C. Ren, J. Galy, E. Chaumette, F. Vincent, P. Larzabal and A. Renaux, "Recursive hybrid Cramér-Rao bound for discrete-time Markovian dynamic systems", IEEE Signal Processing Letters, Volume: 22, Issue: 10, Oct. 2015, pp. 1543-1547 (pdf).
- C. Ren, M. N. El Korso, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "On the accuracy and resolvability of vector parameter estimates", IEEE Transactions on Signal Processing, Volume: 62, Issue: 14, Jul. 2014, pp.  3682-3694 (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "Some results on the Weiss-Weinstein bound for conditional and unconditional signal models in array processing", Elsevier Signal Processing Volume: 95, Feb. 2014, pp. 126-148. (pdf).
- N. D. Tran, A. Renaux, R. Boyer, S. Marcos and P. Larzabal, "Performance bounds for the pulse phase estimation of X-ray pulsars", IEEE Transactions on Aerospace and Electronic Systems,  Volume: 50, Issue: 1, Jan. 2014, pp.  786- 793 (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "A Cramér-Rao bounds based analysis of 3D antenna array geometries made from ULA branches", Multidimensional Systems and Signal Processing, Springer, Volume: 24, Issue: 1, , pp. 121-155 (pdf).
- M. N. El Korso, A. Renaux, R. Boyer, and S. Marcos, "Deterministic performance bounds on the mean square error for near field source localization", IEEE Transactions on Signal Processing, Volume: 61, Issue: 4, Feb. 2013, pp.  871-877 (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "On the asymptotic resolvability of two point sources in known subspace interference using a GLRT-based framework", Elsevier Signal Processing, Volume: 92, Issue: 10, Oct. 2012, pp. 2471-2483 (pdf).
- N. D. Tran, A. Renaux, R. Boyer, S. Marcos and P. Larzabal, "Weiss-Weinstein bound for MIMO radar with colocated linear arrays for SNR threshold prediction", Elsevier Signal Processing, Volume: 92, Issue: 5, May 2012, pp. 1353-1357 (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Statistical analysis of achievable resolution limit in the near field source localization context", Elsevier Signal Processing, Volume: 92, Issue: 2, Feb. 2012, pp. 547-552 (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Statistical resolution limit for source localization with clutter interference in a MIMO radar context", IEEE Transactions on Signal Processing, Volume: 60, Issue: 2, Feb. 2012, pp.  987-992 (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Statistical resolution limit for the multidimensional harmonic retrieval model: Hypothesis test and Cramér-Rao bound approaches", EURASIP Journal on Advances in Signal Processing, special issue on Advances in Angle-of-Arrival and Multidimensional Signal Processing for Localization and Communications, 2011 (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Statistical resolution limit of the uniform linear cocentered orthogonal loop and dipole array", IEEE Transactions on Signal Processing, Volume: 59, Issue: 1, Jan. 2011, pp. 425-431 (pdf).
- P. S. La Rosa, A. Renaux, A. Nehorai and C. H. Muravchik, "Barankin-type lower bound on multiple change-point estimation", IEEE Transactions on Signal Processing, Volume: 58, Issue: 11, Nov. 2010, pp. 5534-5549 (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Conditional and unconditional Cramér-Rao bounds for near-field source localization", IEEE Transactions on Signal Processing, Volume: 58, Issue: 5, May 2010, pp. 2901-2907 (pdf).
- F. Pascal and A. Renaux, "Statistical analysis of the covariance matrix MLE in K-distributed clutter", Elsevier Signal Processing, Volume: 90, Issue: 4, Apr. 2010, pp. 1165-1175 (pdf).
- A. Renaux, P. Forster, P. Larzabal, C. Richmond, and A. Nehorai, "A fresh look at the bayesian bounds of the Weiss-Weinstein family", IEEE Transactions on Signal Processing, Volume: 56, Issue: 11, Nov. 2008, pp. 5334-5352 (pdf).
- S. Bay, B. Geller, A. Renaux, J-P Barbot and J-M Brossier, "On the Hybrid Cramér-Rao bound and its application to dynamical phase estimation", IEEE Signal Processing Letters, Volume: 15, 2008, pp. 453-456 (pdf).
- C. Herzet, V. Ramon, A. Renaux, and L. Vandendorpe, "Characterization of the EM algorithm mean speed of convergence based on Cramer-Rao bounds", IEEE Transactions on Signal Processing, Volume: 56, Issue: 6, Jun. 2008, pp. 2218-2228 (pdf).
- A. Renaux, "Weiss-Weinstein bound for data aided carrier estimation", IEEE Signal Processing Letters, Volume: 14, Issue: 4, Apr. 2007, pp. 283-286 (pdf).
- A. Renaux, L. Najjar-Atallah, P. Larzabal and P. Forster, "A useful form of the Abel bound and its application to estimator threshold prediction", IEEE Transactions on Signal Processing, Volume: 55, Issue: 5, Part 2, May 2007, pp. 2365-2369 (pdf).
- A. Renaux, P. Forster, E. Boyer and P. Larzabal, "Unconditional maximum likelihood performance at finite number of samples and high signal to noise ratio", IEEE Transactions on Signal Processing, Volume: 55, Issue: 5, Part 2, May 2007, pp. 2358-2364 (pdf).
- A. Renaux, P. Forster, E. Chaumette and P. Larzabal, "On the high SNR conditional maximum likelihood estimator full statistical characterization", IEEE Transactions on Signal Processing, Volume: 54, Issue: 12, Dec. 2006, pp. 4840-4843 (pdf).

Conference Papers

- L. Bacharach, M. N. El Korso, A. Renaux and JY. Tourneret, "A Bayesian lower bound for parameter estimation of Poisson data including multiple changes", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2017, New Orleans, LA, USA (pdf)(same paper with proofs pdf).
- N. Kbayer, J. Galy, E. Chaumette, F. Vincent, A. Renaux and P. Larzabal, "Estimation accuracy of non-standard maximum likelihood estimators", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2017, New Orleans, LA, USA (pdf).
- J. Galy, E. Chaumette, F. Vincent, A. Renaux and P. Larzabal, "Lower bounds for non-standard deterministic estimation", in Proc. of IEEE Sensor Array Multichannel Workshop SAM-2016, Rio de Janeiro, Brazil (pdf).
- L. Bacharach, M. N. El Korso and A. Renaux, "Weiss-Weinstein Bound for an unknown abrupt frequency change", in Proc. of the IEEE Workshop on Statistical Signal Processing, SSP-2016, Palma de Mallorca, Spain (pdf).
- L. Bacharach, A. Renaux, M. N. El Korso, and E. Chaumette, "Weiss-Weinstein bound for change-point estimation", in Proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP-2015, Cancun, Mexico (pdf).
- J. Galy, A. Renaux, E. Chaumette, F. Vincent, and P. Larzabal, "Recursive hybrid CRB for markovian systems with time-variant measurement parameters", in Proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP-2015, Cancun, Mexico (pdf).
- C. Ren, M. N. El Korso, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "Une nouvelle approche de résolution limite dans le cadre d'estimation paramétrique multidimensionnelle", in Proc. of Colloque GRETSI 2015, Lyon, France (pdf).
- C. Ren, J. Le Kernec J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "Borne de Cramér-Rao sous contraintes pour l'estimation simultanée de paramétres aléatoires et non aléatoires", in Proc. of Colloque GRETSI 2015, Lyon, France (pdf).
- C. Ren, M. N. El Korso, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "Performances bounds under misspecification model for MIMO Radar application", in Proc. of the European Signal Processing Conference, EUSIPCO-2015, Nice, France (pdf).
- C. Ren, J. Le Kernec J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "A constrained hybrid Cramér-Rao bound for parameter estimation", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2015, Brisbane, Australia (pdf).
- M. N. El Korso, A. Renaux and P. Forster, "CRLB under K-distributed observation with parameterized mean", in Proc. of IEEE Sensor Array Multichannel Workshop SAM-2014, A Coruña, Spain (pdf).
- C. Ren, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "A Ziv-Zakai type bound for hybrid parameter estimation", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2014, Firenze, Italy (pdf).
- C. Ren, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "High resolution techniques for Radar: myth or reality?", in Proc. of the European Signal Processing Conference, EUSIPCO-2013, Marrakech, Morocco (pdf).
- C. Ren, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "Une borne inférieure de l'erreur quadratique moyenne pour l'estimation simultanée de paramètres aléatoires et non-aléatoires", in Proc. of  Colloque GRETSI 2013, Brest, France (pdf).
- R. Boyer, M. N. El Korso, A. Renaux and S. Marcos, "Coexistence of near-field and far-field sources: the angular resolution limit", in Proc. of 3rd International Workshop on New Computational Methods for Inverse Problem, NCMIP-2013, Cachan, France (pdf).
- C. Ren, J. Galy, E. Chaumette, P. Larzabal and A. Renaux, "Hybrid lower bound on the MSE based on the Barankin and Weiss-Weinstein bounds", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2013, Vancouver, Canada (pdf).
- A. Renaux, R. Boyer and S. Marcos, "Lower bounds on the MSE for mixed far-field and near-field sources direction-of-arrivals", in Proc. of Asilomar Conference on Signals, Systems and Computers 2012, Pacific Groove, CA, USA (pdf).
- N. D. Tran, R. Boyer, A. Renaux, S. Marcos and P. Larzabal, "Theoretical multidimensional resolution limit for MIMO radar based on the Chernoff distance", in Proc. of IEEE Workshop on Statistical Signal Processing SSP-2012, Ann Arbor, MI, USA (pdf).
- N. D. Tran, A. Renaux, R. Boyer, S. Marcos and P. Larzabal, "Radar MIMO en présence d'erreurs de modèles : une approche par les bornes de Cramér-Rao", in Proc. of Colloque GRETSI 2011, Bordeaux, France (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "Borne deWeiss-Weinstein pour la localisation de source polarisée à l'aide d'un réseau de capteurs COLD", in Proc. of Colloque GRETSI 2011, Bordeaux, France (pdf).
- D. T. Vu, M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Résolution limite angulaire : appoches basées sur la théorie de l?information et sur la théorie de la détection", in Proc. of Colloque GRETSI 2011, Bordeaux, France (pdf).
- M. N. El Korso, A. Renaux, R. Boyer and S. Marcos, "Bornes inférieures de l'erreur quadratique moyenne pour la localisation de sources en champ proche", in Proc. of Colloque GRETSI 2011, Bordeaux, France (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "Weiss-Weinstein bound and SNR threshold analysis for DOA estimation with a COLD array", in Proc. of IEEE Workshop on Statistical Signal Processing SSP-2011, Nice, France (pdf).
- D. T. Vu, M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Angular resolution limit for vector-sensor arrays: detection and information theory approaches", in Proc. of IEEE Workshop on Statistical Signal Processing SSP-2011, Nice, France (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "GLRT-based framework for the multidimensional statistical resolution limit", in Proc. of IEEE Workshop on Statistical Signal Processing SSP-2011, Nice, France (pdf).
- N. D. Tran, A. Renaux, R. Boyer, S. Marcos and P. Larzabal, "MIMO radar in the presence of modelling error: a Cramér-Rao bound investigation", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2011, Prague, Czech Republic (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Statistical resolution limit for source localization in a MIMO context", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2011, Prague, Czech Republic (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Statistical resolution limit: application to passive polarized source localization", in Séminaire sur les Systèmes de Détection : Architectures et Technologies DAT-2011, Alger, Algerie (pdf).
- E. Chaumette, A. Renaux and P. Larzabal, "New trends in deterministic lower bounds and SNR threshold estimation: from derivable bounds to conjectural bounds ", in Proc. of IEEE Sensor Array Multichannel Workshop SAM-2010, Kibutz Ma'ale Hahamisha, Israel (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "Closed-form expression of the Weiss-Weinstein bound for 3D source localization: the conditional case", in Proc. of IEEE Sensor Array Multichannel Workshop SAM-2010, Kibutz Ma'ale Hahamisha, Israel (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "Performance analysis of 2D and 3D antenna arrays for source localization", in Proc. of the European Signal Processing Conference, EUSIPCO-2010, Aalborg, Denmark (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Statistical resolution limits for multiple parameters of interest and for multiple signals", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2010, Dallas, TX, USA (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Expressions non-matricielles des bornes de Cramér-Rao pour la localisation de source en champ proche", in Proc. of Colloque GRETSI 2009, Dijon, France (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "Analyse des performances de réseaux de capteurs 2D et 3D pour la localisation de source", in Proc. of Colloque GRETSI 2009, Dijon, France (pdf).
- M. N. El Korso, R. Boyer, A. Renaux and S. Marcos, "Non-matrix closed form expressions of the Cramér-Rao bounds for near-field localization parameters", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2009, Taipei, Taiwan (pdf).
- E. Chaumette, A. Renaux and P. Larzabal, "Lower bounds on mean square error derived from mixture of linear and non-linear transformations of the unbiasedness definition", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2009, Taipei, Taiwan (pdf).
- P. LaRosa, A. Renaux, and A. Nehorai, "Barankin bounds for multiple change points estimation: computational aspects", in proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP-2007, St. Thomas, U.S. Virgin Islands (pdf).
- S. Bay, C. Herzet, JM. Brossier, JP. Barbot, A. Renaux and B. Geller, "Bornes bayesiennes pour l?estimation de phase évoluant au cours du temps", in Proc. of the Colloque GRETSI 2007, Troyes, France (pdf).
- S. Bay, C. Herzet, JM. Brossier, JP. Barbot, A. Renaux and B. Geller, "Derivation of a bayesian Cramér-Rao bound for dynamical offset estimation", in Proc. of VIII IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC-2007, Helsinki, Finland (pdf).
- E. Chaumette, J. Galy, F. Vincent, A. Renaux, and P. Larzabal "MSE Bounds conditioned by the energy detector", in Proc. of the European Signal Processing Conference, EUSIPCO-2007, Poznan, Pologne (pdf).
- A. Renaux, P. Forster, P. Larzabal, and C. Richmond "The bayesian Abel bound on the mean square error", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2006, Toulouse, France (pdf).
- A. Renaux, P. Forster, and P. Larzabal, "Une nouvelle approche des bornes bayesiennes", Actes du Vingtieme Colloque GRETSI 2005, Louvain-la-Neuve, Belgium (pdf).
- A. Renaux, P. Forster, and P. Larzabal, "A new derivation of the bayesian bounds for parameter estimation", in Proc. of IEEE Workshop on Statistical Signal Processing SSP-2005, Bordeaux, France (pdf).
- A. Renaux, P. Forster and E. Boyer, "Non Asymptotic Efficiency of a maximum likelihood estimator at finite number of samples", in Proc. of European Signal Processing Conference, EUSIPCO-2004, Vienna, Austria (pdf).
- A. Renaux, E. Boyer, P. Forster and P. Larzabal, "Non-efficiency and non-Gaussianity of a maximum likelihood estimator at high signal-to-noise ratio and finite number of samples", in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-2004, Montreal, Canada (pdf).
- P. Forster, E. Boyer, P. Larzabal and A. Renaux, "Non-efficacite et non-gaussianite asymptotiques d'un estimateur du maximum de vraisemblance à fort rapport signal sur bruit", Actes du Dix-Neuvieme Colloque GRETSI 2003, Paris, France (doc).

Other

- "Contributions aux bornes inférieures de l'erreur quadratique moyenne en traitement du signal", HDR, Université Paris-Sud, December 2011 (dissertation pdf in French)
- "Contribution à l'analyse des performances d'estimation en traitement statistique du signal", PhD Thesis, Ecole Normale Supérieure de Cachan, July 2006 (dissertation pdf in French)

Supervised PhD Students

- C. Ren "Caractérisation des performances minimales d'estimation pour des modèles d'observations non-standards", PhD Thesis, Université Paris-Sud September 2015 (dissertation pdf)
- N. D. Tran "Performances limites en termes d’estimation et de résolution et applications aux traitements d’antennes", PhD Thesis, Ecole Normale Supérieure de Cachan, September 2012 (dissertation pdf)
- D. T. Vu "Outils statistiques pour le positionnement optimal de capteurs dans le contexte de la localisation de sources", PhD Thesis, Université Paris-Sud, October 2011 (dissertation pdf)
- M. N. El Korso "Analyse de performances en traitement d'antenne. Bornes inférieures de l'erreur quadratique moyenne et seuil de résolution limite", PhD Thesis, Université Paris-Sud, July 2011 (dissertation pdf)