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Alexandre Renaux

Université Paris-Saclay Département de Physique Laboratoire des Signaux et Systèmes
107
Documents

Presentation

I studied electrical engineering at école normale supérieure de Paris-Saclay (formerly école normale supérieure de Cachan), France, from 1999 to 2006 -B.Sc., M.Sc., Agrégation (a French stuff), and Ph.D.- From 2006 to 2007, I was postdoc researcher at Washington University in St. Louis, MO, USA. Since 2007, I teach at the Université Paris-Saclay (formerly Université Paris-Sud), France and my research lab is the laboratory of signals and systems located at CentraleSupelec. I'm interested by/in noisy electrical signals parameters estimation (mainly the calculus of statistical errors).

Publications

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Full Slepian-Bangs Formula for Fisher Information on Lie Groups

Sara El Bouch , Samy Labsir , Alexandre Renaux , Jordi Vilà-Valls , Éric Chaumette
Asilomar Conference on Signals, Systems and Computers, 2024, Pacific Grove, United States
Conference papers hal-04760572v1
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An Intrinsic Modified Cramér-Rao Bound on Lie Groups

Sara El Bouch , Samy Labsir , Alexandre Renaux , Jordi Vilà-Valls , Eric Chaumette
2024 International conference on information fusion (FUSION 2024), Jul 2024, Venise, Italy
Conference papers hal-04620291v1
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Intrinsic Slepian-Bangs type formula for parameters on LGs with unknown measurement noise variance

Samy Labsir , Alexandre Renaux , Jordi Vilà-Valls , Eric Chaumette
Asilomar Conference on Signals, Systems, and Computers, Oct 2023, Pacific Groove, United States
Conference papers hal-04314563v1
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Cramér-Rao Bound on Lie Groups with Observations on Lie Groups: Application to SE(2)

Samy Labsir , Alexandre Renaux , Jordi Vilà-Valls , Éric Chaumette
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. ⟨10.1109/ICASSP49357.2023.10096257⟩
Conference papers hal-04162633v1
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Borne de Cramér-Rao sur groupe de Lie avec observations sur groupe de Lie : application à SO(2)

Samy Labsir , Alexandre Renaux , Jordi Vilà-Valls , Eric Chaumette
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04172585v1
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Etude à distance finie d'un R-estimateur pour la matrice de forme des distributions symétriques elliptiques complexes

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03790645v1
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Properties of a new R-estimator of shape matrices

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287879⟩
Conference papers hal-02976913v1
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A Riemannian approach to blind separation of t-distributed sources

Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Alexandre Renaux
2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/eusipco47968.2020.9287783⟩
Conference papers hal-02988356v1
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Riemannian geometry and Cramér-Rao bound for blind separation of Gaussian sources

Florent Bouchard , Arnaud Breloy , Alexandre Renaux , Guillaume Ginolhac
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9052996⟩
Conference papers hal-02571093v1
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Robust Semiparametric DOA Estimation in non-Gaussian Environment

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
IEEE RadarConf 20, 2020, Florence, Italy. ⟨10.1109/RadarConf2043947.2020.9266451⟩
Conference papers hal-02976918v1
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ROBUST SEMIPARAMETRIC JOINT ESTIMATORS OF LOCATION AND SCATTER IN ELLIPTICAL DISTRIBUTIONS

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2020, Espoo, Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231865⟩
Conference papers hal-02976889v1
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Bornes de Cramér-Rao Intrinsèques pour l'estimation de la matrice de dispersion normalisée dans les distributions elliptiques

Florent Bouchard , Arnaud Breloy , Alexandre Renaux , Guillaume Ginolhac
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02388701v1
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An example of non-standard behavior of a maximum likelihood estimator in the large sample regime

Lucien Bacharach , Jérôme Galy , Eric Chaumette , François Vincent , Alexandre Renaux
CAMSAP 2019 - 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Le Gosier, Guadeloupe, France. pp.525-529, ⟨10.1109/CAMSAP45676.2019.9022505⟩
Conference papers hal-02333941v1
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Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound

Ammar Mian , Lucien Bacharach , Guillaume Ginolhac , Alexandre Renaux , Mohammed Nabil El Korso
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), IEEE, May 2019, Brighton, United Kingdom. pp.5312-5316, ⟨10.1109/ICASSP.2019.8682875⟩
Conference papers hal-02152199v2
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Performance bounds for change point and time delay estimation

Chengfang Ren , Alexandre Renaux , Sylvain Azarian
26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553063⟩
Conference papers hal-01895286v1
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Generalized conditionnal maximum likelihood estimators in the large sample regime

Eric Chaumette , François Vincent , Alexandre Renaux , Jérôme Galy
26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553249⟩
Conference papers hal-01895290v1
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Prior influence on Weiss-Weinstein bounds for multiple change-point estimation

Lucien Bacharach , Alexandre Renaux , Mohammed Nabil El Korso
26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553250⟩
Conference papers hal-01895291v1
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Estimation accuracy of non-standard maximum likelihood estimators

Nabil Kbayer , Jérôme Galy , Eric Chaumette , François Vincent , Alexandre Renaux
The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. pp.4461-4465, ⟨10.1109/icassp.2017.7953000⟩
Conference papers hal-01525500v1
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Borne de Cramér-Rao intrinsèque pour la matrice de covariance des distributions elliptiques complexes

Arnaud Breloy , Alexandre Renaux , Guillaume Ginolhac , Florent Bouchard
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France
Conference papers hal-01586939v1
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Bornes bayésiennes pour la localisation d'un point de rupture : Application à des processus exponentiels

Lucien Bacharach , Geoffrey Bibiche , Alexandre Renaux , Mohammed Nabil El Korso
26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juans-les-Pins, France
Conference papers hal-01586946v1
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A bayesian lower bound for parameter estimation of Poisson data including multiple changes

Lucien Bacharach , Mohammed Nabil El Korso , Alexandre Renaux , Jean-Yves Tourneret
The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. ⟨10.1109/icassp.2017.7953005⟩
Conference papers hal-01525499v1
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Weiss-Weinstein bound for an abrupt unknown frequency change

Lucien Bacharach , Mohammed Nabil El Korso , Alexandre Renaux
2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorque, Spain. ⟨10.1109/ssp.2016.7551787⟩
Conference papers hal-01346610v1
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Lower bounds for non-standard deterministic estimation

Jérôme Galy , Eric Chaumette , François Vincent , Alexandre Renaux , Pascal Larzabal
SAM: Sensor Array and Multichannel Signal Processing, Jul 2016, Rio de Janeiro, Brazil. ⟨10.1109/sam.2016.7569710⟩
Conference papers hal-01346613v1
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A constrained hybrid Cramér-Rao bound for parameter estimation

Chengfang Ren , Julien Le Kernec , Jérôme Galy , Eric Chaumette , Pascal Larzabal
ICASSP: International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbanne, Australia. pp.3472-3476, ⟨10.1109/ICASSP.2015.7178616⟩
Conference papers hal-01234924v1
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Weiss-Weinstein bound for change-point estimation

Lucien Bacharach , Alexandre Renaux , Mohammed Nabil El Korso , Eric Chaumette
IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015) , Dec 2015, Cancun, Mexico
Conference papers hal-01234929v1
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Une nouvelle approche de résolution limite dans le cadre d'estimation paramétrique multidimensionnelle

Chengfang Ren , Mohammed Nabil El Korso , Jérôme Galy , Eric Chaumette , Pascal Larzabal
25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France
Conference papers hal-01234914v1
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Recursive hybrid CRB for Markovian systems with time-variant measurement parameters

Jérôme Galy , Alexandre Renaux , Eric Chaumette , François Vincent , Pascal Larzabal
CAMSAP: Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.473-476, ⟨10.1109/CAMSAP.2015.7383839⟩
Conference papers hal-01447112v1
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Performance bounds under misspecification model for MIMO radar application

Chengfang Ren , Mohammed Nabil El Korso , Jérôme Galy , Eric Chaumette , Pascal Larzabal
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.514-518, ⟨10.1109/EUSIPCO.2015.7362436⟩
Conference papers hal-01234922v1
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Borne de Cramér-Rao sous contraintes pour l'estimation simultanée de paramètres aléatoires et non aléatoires

Chengfang Ren , Julien Le Kernec , Jérôme Galy , Éric Chaumette , Pascal Larzabal
25eme Colloque francophone de traitement du signal et des images (GRETSI 2015), Sep 2015, Lyon, France
Conference papers hal-01234916v1
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A Ziv-Zakai type bound for hybrid parameter estimation

Chengfang Ren , Jérôme Galy , Eric Chaumette , Pascal Larzabal , Alexandre Renaux
ICASSP: International Conference on Acoustics, Speech and Signal Processing, May 2014, Firenze, Italy. ⟨10.1109/ICASSP.2014.6854486⟩
Conference papers hal-00947790v1
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CRLB under K-distributed observation with parameterized mean

Mohammed Nabil El Korso , Alexandre Renaux , Philippe Forster
IEEE Sensor Array Multichannel Workshop, Jun 2014, A Coruña, Spain. ⟨10.1109/SAM.2014.6882442⟩
Conference papers hal-00993010v1
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Coexistence of near-field and far-field sources: the angular resolution limit

Remy Boyer , Mohammed Nabil El Korso , Alexandre Renaux , Sylvie Marcos
International Workshop on New Computational Methods for Inverse Problem, 2013, Cachan, France
Conference papers hal-00926284v1
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Hybrid Lower Bound On The MSE Based On The Barankin And Weiss-Weinstein Bounds

Chengfang Ren , Jérôme Galy , Eric Chaumette , Pascal Larzabal , Alexandre Renaux
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, BC, Canada. pp.5534-5538, ⟨10.1109/ICASSP.2013.6638722⟩
Conference papers hal-00800214v1
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Une borne inférieure de l'erreur quadratique moyenne pour l'estimation simultané de paramètres aléatoires et non-aléatoires

Chengfang Ren , Jérôme Galy , Eric Chaumette , Pascal Larzabal , Alexandre Renaux
GRETSI 2013, Sep 2013, Brest, France
Conference papers hal-00926286v1
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High resolution techniques for Radar: Myth or Reality?

Chengfang Ren , Jérôme Galy , Eric Chaumette , Pascal Larzabal , Alexandre Renaux
EUSIPCO: European Signal Processing Conference, Sep 2013, Marrakech, Morocco
Conference papers hal-00926285v1

Theoretical multidimensional resolution limit for MIMO radar based on the Chernoff distance

Duy Tran Nguyen , Remy Boyer , Alexandre Renaux , Sylvie Marcos , Pascal Larzabal
IEEE SSP 2012, Aug 2012, Ann Arbor, United States. pp.780 - 783, ⟨10.1109/SSP.2012.6319821⟩
Conference papers hal-00769358v1
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Lower bounds on the MSE for mixed far-field and near-field sources direction-of-arrivals

Alexandre Renaux , Remy Boyer , Sylvie Marcos
ASILOMAR 2012, Nov 2012, Pacific Grove, United States. 5p
Conference papers hal-00769359v1
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Weiss-Weinstein Bound and SNR Threshold Analysis for DOA Estimation with a COLD Array

Dinh Thang Vu , Alexandre Renaux , Remy Boyer , Sylvie Marcos
IEEE International Workshop on Statistical Signal Processing - invited article, 2011, Nice, France. pp.13-16
Conference papers hal-00577271v1
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Statistical resolution limit: application to passive polarized source localization

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
Detection, Architecture and Technology Workshop, Feb 2011, Algeria. pp.1-6
Conference papers hal-00543164v1
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MIMO radar in the presence of modeling errors: A Cramér-Rao bound investigation

Duy Tran Nguyen , Alexandre Renaux , Remy Boyer , Sylvie Marcos , Pascal Larzabal
ICASSP 2011 - 36th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2780 - 2783, ⟨10.1109/ICASSP.2011.5947061⟩
Conference papers hal-00771365v1
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GLRT-Based Framework for the Multidimensional Statistical Resolution Limit

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
IEEE International Workshop on Statistical Signal Processing 2011 - IEEE SSP'11, 2011, France
Conference papers hal-00577273v1
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Bornes inférieures de l'erreur quadratique moyenne pour la localisation de sources en champ proche

Mohammed Nabil El Korso , Alexandre Renaux , Remy Boyer , Sylvie Marcos
Gretsi 2011, Sep 2011, Bordeaux, France. 4p
Conference papers hal-00769354v1

Statistical resolution limit for source localization in a MIMO context

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
ICASSP 2011 - 36th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2756 - 2759, ⟨10.1109/ICASSP.2011.5947056⟩
Conference papers hal-00771371v1
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Angular Resolution Limit for Vector-Sensor Arrays: Detection and Information Theory Approaches

Dinh Thang Vu , Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
IEEE International Workshop on Statistical Signal Processing - invited article, 2011, Nice, France. pp.9-12
Conference papers hal-00577272v1
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Résolution limite angulaire : Approches basées sur la théorie de l'information et sur la théorie de la détection

Dinh Thang Vu , Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
Gretsi 2011, Sep 2011, Bordeaux, France. 4p
Conference papers hal-00769355v1
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Borne de Weiss-Weinstein pour la localisation de source polarisée à l'aide d'un réseau de capteurs COLD

Dinh Thang Vu , Alexandre Renaux , Remy Boyer , Sylvie Marcos
Gretsi 2011, Sep 2011, Bordeaux, France. 4p
Conference papers hal-00769356v1
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Radar MIMO en présence d'erreurs de modèles : une approche par les bornes de Cramér-Rao

Duy Tran Nguyen , Alexandre Renaux , Remy Boyer , Sylvie Marcos , Pascal Larzabal
Gretsi 2011, Sep 2011, Bordeaux, France. 4p
Conference papers hal-00769357v1

Performance analysis of 2D and 3D antenna arrays for source localization

Dinh Thang Vu , Alexandre Renaux , Remy Boyer , Sylvie Marcos
European Signal Processing Conference, Aug 2010, Aalborg, Denmark
Conference papers inria-00532898v1
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New trends in deterministic lower bounds and SNR threshold estimation: from derivable bounds to conjectural bounds

Eric Chaumette , Alexandre Renaux , Pascal Larzabal
Sensor Array Multichannel Workshop SAM 2010, Oct 2010, Kibutz Ma'ale Hahamisha, Israel
Conference papers hal-02508675v1
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Statistical resolution limit for multiple parameters of interest and for multiple signals

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
ICASSP 2010 - 35th IEEE International Conference on Acoustics, Speech and Signal Processing, 2010, Dallas, Texas, United States. pp.3602-3605, ⟨10.1109/icassp.2010.5495922⟩
Conference papers inria-00445468v1
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Closed-form expression of the Weiss-Weinstein bound for 3D source localization: the conditional case

Dinh Thang Vu , Alexandre Renaux , Remy Boyer , Sylvie Marcos
Sensor Array Multichannel Workshop SAM 2010, Oct 2010, Jerusalem, Israel. ⟨10.1109/SAM.2010.5606712⟩
Conference papers hal-02504101v1
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NONMATRIX CLOSED-FORM EXPRESSIONS OF THE CRAMER-RAO BOUNDS FOR NEAR-FIELD LOCALIZATION PARAMETERS

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
ICASSP 2009 - 34th IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, Taipei, Taiwan. ⟨10.1109/icassp.2009.4960324⟩
Conference papers inria-00444814v1
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Expressions non-matricielles des bornes de Cramer-Rao pour la localisation de source en champ proche

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
Colloque GRETSI 2009, 2009, Dijon, France
Conference papers inria-00444817v1
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Analyse des performances de reseaux de capteurs 2D et 3D pour la localisation de source

Dinh Thang Vu , Alexandre Renaux , Remy Boyer , Sylvie Marcos
Colloque GRETSI 2009, 2009, Dijon, France
Conference papers inria-00444822v1
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Lower bounds on the mean square error derived from mixture of linear and non-linear transformations of the unbiasness definition

Eric Chaumette , Alexandre Renaux , Pascal Larzabal
ICASSP 2009 - 34th IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, Taipei, Taiwan. ⟨10.1109/icassp.2009.4960266⟩
Conference papers inria-00444810v1
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BARANKIN BOUND FOR MULTIPLE CHANGE-POINT ESTIMATION

Patricio Salvatore La Rosa , Alexandre Renaux , Arye Nehorai
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP-2007, 2007, St. Thomas, US Virgin Island, United States
Conference papers inria-00444824v1
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MSE Lower Bounds conditioned by the energy detector

Eric Chaumette , Jérôme Galy , François Vincent , Alexandre Renaux , Pascal Larzabal
EUSIPCO 2007 - 15th European Signal Processing Conference, Aug 2007, Poznan, Poland
Conference papers inria-00532904v2
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Bornes bayésiennes pour l'estimation dynamique de phase

Stéphanie Bay , Cédric Herzet , Jean-Marc Brossier , Jean-Pierre Barbot , Alexandre Renaux
GRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.413-416
Conference papers hal-00384715v1

Bayesian Cramér-rao Bound for Dynamical Phase Offset Estimation

Stéphanie Bay , Cédric Herzet , Jean-Marc Brossier , Jean-Pierre Barbot , Alexandre Renaux
SPAWC 2007. IEEE 8th Workshop on, Jun 2007, Helsinki, Finland. pp.1-5, ⟨10.1109/SPAWC.2007.4401330⟩
Conference papers hal-00384591v1
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The Bayesian ABEL Bound on the Mean Square Error

Alexandre Renaux , Philippe Forster , Pascal Larzabal , Christ Richmond
ICASSP 2006 - 31th IEEE International Conference on Acoustics, Speech and Signal Processing, 2006, Toulouse, France. ⟨10.1109/icassp.2006.1660577⟩
Conference papers inria-00444825v1

On The Unification Of Bayesian Bounds

A. Renaux , Philippe Forster , Pascal Larzabal
2005, Bordeaux, France
Conference papers halshs-00158383v1
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Une nouvelle approche des bornes Bayésiennes

Alexandre Renaux , Philippe Forster , Pascal Larzabal
Colloque GRETSI 2005, 2005, Louvain la neuve, Belgique
Conference papers inria-00444831v1
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A NEW DERIVATION OF THE BAYESIAN BOUNDS FOR PARAMETER ESTIMATION

Alexandre Renaux , Philippe Forster , Pascal Larzabal
IEEE Workshop on Statistical Signal Processing, SSP-2005, 2005, Bordeaux, France
Conference papers inria-00444830v1
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NON ASYMPTOTIC EFFICIENCY OF A MAXIMUM LIKELIHOOD ESTIMATOR AT FINITE NUMBER OF SAMPLES

Alexandre Renaux , Philippe Forster , Eric Boyer
European Signal Processing Conference, EUSIPCO-04, 2004, Vienne, Austria
Conference papers inria-00444827v1
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Non efficiency and non Gaussianity of a maximum likelihood estimator at high signal-to-noise ratio and finite number of samples

Alexandre Renaux , Philippe Forster , Eric Boyer , Pascal Larzabal
ICASSP 2004 - 29th IEEE International Conference on Acoustics, Speech and Signal Processing, 2004, Montreal, Canada. ⟨10.1109/icassp.2004.1326209⟩
Conference papers inria-00444829v1
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Non-efficacité et non-gaussianité asymptotiques d'un estimateur du maximum de vraisemblance à fort rapport signal sur bruit

Philippe Forster , Pascal Larzabal , Eric Boyer , Alexandre Renaux
Colloque GRETSI 2003, 2003, Paris, France
Conference papers inria-00444823v1
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Contribution à l'analyse des performances d'estimation en traitement statistique du signal

Alexandre Renaux
Traitement du signal et de l'image [eess.SP]. École normale supérieure de Cachan - ENS Cachan, 2006. Français. ⟨NNT : ⟩
Theses tel-00129527v1
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Cramér-Rao Bound for Lie Group Parameter Estimation With Euclidean Observations and Unknown Covariance Matrix

Samy Labsir , Sara El Bouch , Alexandre Renaux , Jordi Vilà-Valls , Eric Chaumette
IEEE Transactions on Signal Processing, 2025, 73, pp.130-141. ⟨10.1109/TSP.2024.3445606⟩
Journal articles hal-04895558v1
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Intrinsic Bayesian Cramér-Rao Bound with an Application to Covariance Matrix Estimation

Florent Bouchard , Alexandre Renaux , Guillaume Ginolhac , Arnaud Breloy
IEEE Transactions on Information Theory, inPress, pp.1-1. ⟨10.1109/TIT.2024.3480280⟩
Journal articles hal-04770231v1
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Barankin, McAulay–Seidman and Cramér–Rao bounds on matrix Lie groups

Samy Labsir , Alexandre Renaux , Jordi Vilà-Valls , Eric Chaumette
Automatica, 2023, 156, pp.111199. ⟨10.1016/j.automatica.2023.111199⟩
Journal articles hal-04172575v2
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Joint Estimation of Location and Scatter in Complex Elliptical Distributions: A robust semiparametric and computationally efficient R-estimator of the shape matrix

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
Journal of Signal Processing Systems, 2022, 94 (2), pp.133-146. ⟨10.1007/s11265-021-01674-y⟩
Journal articles hal-03223839v1
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A Riemannian Framework for Low-Rank Structured Elliptical Models

Florent Bouchard , Arnaud Breloy , Guillaume Ginolhac , Alexandre Renaux , Frédéric Pascal
IEEE Transactions on Signal Processing, 2021, 69, pp.1185-1199. ⟨10.1109/TSP.2021.3054237⟩
Journal articles hal-03273062v1
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Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions

Stefano Fortunati , Alexandre Renaux , Frédéric Pascal
IEEE Transactions on Signal Processing, 2020, 68, pp.5003-5015. ⟨10.1109/TSP.2020.3019110⟩
Journal articles hal-02976900v1
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Intrinsic Cramér–Rao bounds for scatter and shape matrices estimation in CES distributions

Arnaud Breloy , Guillaume Ginolhac , Alexandre Renaux , Florent Bouchard
IEEE Signal Processing Letters, 2019, 26 (2), pp.262-266. ⟨10.1109/LSP.2018.2886700⟩
Journal articles hal-01975919v1
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A Hybrid Lower Bound for Parameter Estimation of Signals With Multiple Change-Points

Lucien Bacharach , Mohammed Nabil El Korso , Alexandre Renaux , Jean-Yves Tourneret
IEEE Transactions on Signal Processing, 2019, 67 (5), pp.1267-1279. ⟨10.1109/TSP.2018.2890029⟩
Journal articles hal-02078353v1
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On the Maximum Likelihood Estimator Statistics for Unimodal Elliptical Distributions in the High Signal-to-Noise Ratio Regime

Steeve Zozor , Chengfang Ren , Alexandre Renaux
IEEE Signal Processing Letters, 2018, 25 (6), pp.883 - 887. ⟨10.1109/LSP.2018.2831178⟩
Journal articles hal-01798888v1
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Slepian-Bangs-type formulas and the related Misspecified Cramér-Rao Bounds for Complex Elliptically Symmetric distributions

Abdelmalek Mennad , Stefano Fortunati , Mohammed Nabil El Korso , Arezki Younsi , Abdelhak M. Zoubir
Signal Processing, 2018, 142, pp.320-329. ⟨10.1016/j.sigpro.2017.07.029⟩
Journal articles hal-01654607v1
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Weiss-Weinstein bound on multiple change-points estimation

Lucien Bacharach , Alexandre Renaux , Mohammed Nabil El Korso , Eric Chaumette
IEEE Transactions on Signal Processing, 2017, 65 (10), pp.2686-2700. ⟨10.1109/TSP.2017.2673804⟩
Journal articles hal-01525496v1
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On lower bounds for non-standard deterministic estimation

Nabil Kbayer , Jérôme Galy , Eric Chaumette , François Vincent , Alexandre Renaux
IEEE Transactions on Signal Processing, 2017, 65 (6), pp.1538-1553. ⟨10.1109/TSP.2016.2645538⟩
Journal articles hal-01525498v1
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A class of Weiss-Weinstein bounds and its relationship with the Bobrovsky-Mayer-Wolf-Zakai bounds

Eric Chaumette , Alexandre Renaux , Mohammed Nabil El Korso
IEEE Transactions on Information Theory, 2017, 63 (4), pp.2226-2240. ⟨10.1109/TIT.2017.2671883⟩
Journal articles hal-01525497v1
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Hybrid Barankin-Weiss-Weinstein bounds

Chengfang Ren , Jérôme Galy , Eric Chaumette , Pascal Larzabal , Alexandre Renaux
IEEE Signal Processing Letters, 2015, 22 (11), pp.2064-2068. ⟨10.1109/lsp.2015.2457617⟩
Journal articles hal-01234910v1
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Recursive hybrid Cramer-Rao bound for discrete-time Markovian dynamic systems

Chengfang Ren , Jérôme Galy , Eric Chaumette , François Vincent , Pascal Larzabal
IEEE Signal Processing Letters, 2015, 22 (10), pp.1543-1547. ⟨10.1109/LSP.2015.2412173⟩
Journal articles hal-01226835v1
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On the accuracy and resolvability of vector parameter estimates

Chengfang Ren , Mohammed Nabil El Korso , Jérôme Galy , Eric Chaumette , Pascal Larzabal
IEEE Transactions on Signal Processing, 2014, 62 (14), pp.3682-3694. ⟨10.1109/TSP.2014.2328322⟩
Journal articles hal-01103527v1
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Performance bounds for the pulse phase estimation of X-ray pulsars

Duy Tran Nguyen , Alexandre Renaux , Remy Boyer , Sylvie Marcos , Pascal Larzabal
IEEE Transactions on Aerospace and Electronic Systems, 2014, 50 (1), pp.786-793. ⟨10.1109/TAES.2013.110666⟩
Journal articles hal-00993002v1
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Some results on the Weiss-Weinstein bound for conditional and unconditional signal models in array processing

Dinh Thang Vu , Alexandre Renaux , Remy Boyer , Sylvie Marcos
Signal Processing, 2014, 95 (2), pp.126-148. ⟨10.1016/j.sigpro.2013.08.020⟩
Journal articles hal-00947784v1
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A Cramér-Rao bounds based analysis of 3D antenna array geometries made from ULA branches

Dinh Thang Vu , Alexandre Renaux , Remy Boyer , Sylvie Marcos
Multidimensional Systems and Signal Processing, 2013, 24 (1), pp.121-155. ⟨10.1007/s11045-011-0160-5⟩
Journal articles hal-00769344v1
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Deterministic performance bounds on the mean square error for near field source localization

Mohammed Nabil El Korso , Alexandre Renaux , Remy Boyer , Sylvie Marcos
IEEE Transactions on Signal Processing, 2013, 61 (4), pp.871-877. ⟨10.1109/TSP.2012.2229990⟩
Journal articles hal-00771449v1

Statistical analysis of achievable resolution limit in the near field source localization context

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
Signal Processing, 2012, 92 (2), pp.547-552. ⟨10.1016/j.sigpro.2011.08.021⟩
Journal articles hal-00771402v1

On the asymptotic resolvability of two point sources in known subspace interference using a GLRT-based framework

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
Signal Processing, 2012, 92 (10), pp.2471-2483. ⟨10.1016/j.sigpro.2012.03.011⟩
Journal articles hal-00771379v1

Statistical resolution limit for source localization with clutter interference in a MIMO radar context

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
IEEE Transactions on Signal Processing, 2012, 60 (2), pp.987-992. ⟨10.1109/TSP.2011.2174232⟩
Journal articles hal-00771417v1
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Weiss-Weinstein bound for MIMO radar with colocated linear arrays for SNR threshold prediction

Duy Tran Nguyen , Alexandre Renaux , Remy Boyer , Sylvie Marcos , Pascal Larzabal
Signal Processing, 2012, 92 (5), pp.1353-1358. ⟨10.1016/j.sigpro.2011.10.018⟩
Journal articles hal-00771395v1
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Statistical Resolution Limit for the Multidimensional Harmonic Retrieval Model: Hypothesis Test and Cramer-Rao Bound Approaches

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
EURASIP Journal on Advances in Signal Processing, 2011, 1 (12), pp.1-14. ⟨10.1186/1687-6180-2011-12⟩
Journal articles hal-00579002v1
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Statistical resolution limit of the uniform linear cocentered orthogonal loop and dipole array

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
IEEE Transactions on Signal Processing, 2011, 59 (1), pp.425-431. ⟨10.1109/TSP.2010.2083657⟩
Journal articles hal-02508685v1
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Barankin-type lower bound on multiple change-point estimation

Patricio Salvatore La Rosa , Alexandre Renaux , Carlos H. Muravchik , Arye Nehorai
IEEE Transactions on Signal Processing, 2010, 58 (11), pp.5534-5549
Journal articles hal-02508673v1
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Statistical analysis of the covariance matrix MLE in K-distributed clutter

Fréderic Pascal , Alexandre Renaux
Signal Processing, 2010, 90 (4), pp.1165-1175. ⟨10.1016/j.sigpro.2009.09.029⟩
Journal articles hal-00556226v1
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Conditional and unconditional Cramér-Rao bounds for near-field source localization

Mohammed Nabil El Korso , Remy Boyer , Alexandre Renaux , Sylvie Marcos
IEEE Transactions on Signal Processing, 2010, 58 (5), pp.2901-2907
Journal articles hal-02508688v1
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A Fresh Look at the Bayesian Bounds of the Weiss-Weinstein Family

Alexandre Renaux , Philippe Forster , Pascal Larzabal , Christ Richmond , Arye Nehorai
IEEE Transactions on Signal Processing, 2008, 56 (11), pp.5334-5352
Journal articles inria-00444764v1
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On the Hybrid Cramér-Rao Bound and Its Application to Dynamical Phase Estimation

Stéphanie Bay , Benoit Geller , Alexandre Renaux , Jean-Pierre Barbot , Jean-Marc Brossier
IEEE Signal Processing Letters, 2008, 15, pp.453-456. ⟨10.1109/LSP.2008.921461⟩
Journal articles hal-01239443v1
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A Cramer-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence

Cédric Herzet , Valéry Ramon , Alexandre Renaux , Luc Vandendorpe
IEEE Transactions on Signal Processing, 2008, 56 (6), pp.2218-2228
Journal articles inria-00444732v1
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Weiss–Weinstein Bound for Data-Aided Carrier Estimation

Alexandre Renaux
IEEE Signal Processing Letters, 2007, 14 (4), pp.283-286
Journal articles inria-00444724v1
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A Useful Form of the Abel Bound and Its Application to Estimator Threshold Prediction

Alexandre Renaux , L. Najjar-Atallah , Philippe Forster , Pascal Larzabal
IEEE Transactions on Signal Processing, 2007, 55 (5), pp.2365-2369
Journal articles inria-00444722v1
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Unconditional maximum likelihood performance at finite number of samples and high signal-to-noise ratio

Alexandre Renaux , Philippe Forster , Eric Boyer , Pascal Larzabal
IEEE Transactions on Signal Processing, 2007, 55 (5), pp.2358-2364
Journal articles inria-00444716v1
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On the high-SNR conditional maximum-likelihood estimator full statistical characterization

Alexandre Renaux , Philippe Forster , Eric Chaumette , Pascal Larzabal
IEEE Transactions on Signal Processing, 2006, 54 (12), pp.4840-4843
Journal articles inria-00444708v1
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Contributions aux bornes inférieures de l’erreur quadratique moyenne en traitement du signal

Alexandre Renaux
Traitement du signal et de l'image [eess.SP]. Université Paris-Sud, 2011
Accreditation to supervise research tel-01290682v1