Published (or not) stuffs

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. The book includes about 80 relevant papers in the field of Bayesian lower bounds.

[J4] A. Renaux, "Weiss-Weinstein bound for data aided carrier estimation", IEEE Signal Processing Letters, Volume: 14, Issue: 4, Apr. 2007, pp. 283-286 (pdf).
[C6] 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

[J1] 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).
[J2] 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).
[J3] 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).
[J4] A. Renaux, "Weiss-Weinstein bound for data aided carrier estimation", IEEE Signal Processing Letters, Volume: 14, Issue: 4, Apr. 2007, pp. 283-286 (pdf).
[J5] 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).
[J6] 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).
[J7] 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).
[J8] 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).
[J9] 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).
[J10] 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).
[J11] 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).
[J12] 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).
[J13] 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", to appear in Multidimensional Systems and Signal Processing, Springer.
[J14] 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 (pdf).
[J15] 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).
[J16] 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).

Conference Papers

[C1] 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).
[C2] 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-04, Montreal, Canada (pdf).
[C3] 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-04, Vienna, Austria (pdf).
[C4] 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).
[C5] A. Renaux, P. Forster, and P. Larzabal, "Une nouvelle approche des bornes bayesiennes", Actes du Vingtieme Colloque GRETSI 2005, Louvain-la-Neuve, Belgium (pdf).
[C6] 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 (pdf).
[C7] 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-07, Poznan, Pologne (pdf).
[C8] 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-07, Helsinki, Finland (pdf).
[C9] 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).
[C10] P. LaRosa, A. Renaux, and A. Nehorai, "Barankin bounds for multiple change points estimation: computational aspects", in proc. of the Second IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP-2007 (special session on minimal bound in estimation), St. Thomas, U.S. Virgin Islands (pdf).
[C11] 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-09, Taipei, Taiwan (pdf).
[C12] 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-09, Taipei, Taiwan (pdf).
[C13] 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).
[C14] 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).
[C15] 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-10, Dallas, TX, USA (pdf).
[C16] 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-10, Aalborg, Denmark (pdf).
[C17] 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 (special session on lower bound in array processing), Kibutz Ma'ale Hahamisha, Israel (pdf).
[C18] 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 (special session on lower bound in array processing), Kibutz Ma'ale Hahamisha, Israel (pdf).
[C19] 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).
[C20] 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-11, Prague, Czech Republic (pdf).
[C21] 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-11, Prague, Czech Republic (pdf).
[C22] 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).
[C23] 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).
[C24] 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).
[C25] 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).
[C26] 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).
[C27] 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).
[C28] 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).

Seminar and Workshop Talks

[S1] "Minimal bounds on the mean square error", Ecole Normale Supérieure de Cachan Seminar, September 2004, Cachan, France.
[S2] "Estimation theory and minimal bounds : application to spectral analysis and passive Radar", ONERA (The French Aerospace Laboratory) Seminar, March 2005, Palaiseau, France.

Concerning [S1] and [S2] a presentation (in French with a lot of typos) of 224 slides is available (pdf).

[S3] "Estimation lower bounds and synchronization issue in single carrier system", Newcom Autumn School on "Estimation Theory for wireless communications" October 24-28 2005, Paris, France. (pdf)
[S4] "Estimation lower bounds : links between deterministic and bayesian bounds", Newcom Workshop at Aalborg University, November 18-19 2005, Aalborg, Denmark. (pdf)
[S5] "Minimal bounds on the mean square error : a tutorial", Washington University in St. Louis, February 2007, St. Louis, MO, USA (pdf)
[S6] "Bornes inférieures de l’erreur quadratique moyenne : c’est pratique !!!", Séminaire SONDRA, February 2010, Supelec, Gif-sur-Yvette, France (pdf)
[S7] "Multidimensional statistical resolution limit", Washington University in St. Louis, March 2010, St. Louis, MO, USA (pdf)
[S8] "The lower bounds on the mean square error - Application to radar ", National University of Singapore, September, 2010, Singapore (pdf)

Other

[R1] "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) (presentation pdf)
[R2] Traitement numérique des signaux, IFIPS 1ère année (Polycopié de cours pdf)
[R3] Statistical signal processing, Vietnam National University, Hanoi (VNU), (Polycopié de cours pdf)
[R4] "Contributions aux bornes inférieures de l'erreur quadratique moyenne en traitement du signal", HDR, Université Paris-Sud, December 2011