alexandre.renaux@universite-paris-saclay.fr
Book chapter
-F. Bouchard, A. Breloy, A. Collas, A. Renaux, and G. Ginolhac, "The Fisher-Rao geometry of CES distributions" in "Elliptically Symmetric Distributions in Signal Processing and Machine Learning", J-P. Delmas, M. N. El Korso, F. Pascal, and S. Fortunati (Eds), Springer, 2024 (pdf).
Journal papers
- S. Labsir, A. Renaux, J. Vila-Valls, and E. Chaumette, "Barankin, McAulay-Seidman and Cramér-Rao bounds on matrix Lie groups", Elsevier Automatica, vol. 156, 2023. (pdf).Conference Papers
- S. Labsir, A. Renaux, J. Vilà-Valls, and E. Chaumette,
"Intrinsic Slepian-Bangs type formula for parameters on LGs with unknown
measurement noise variance", in Proc. of Asilomar Conference on Signals,
Systems and Computers 2023 (pdf).
- S. Labsir, A. Renaux, J. Vilà-Valls, and E. Chaumette, "Borne de
Cramér-Rao sur groupe de Lie avec observations sur groupe de Lie :
application à SO(2)", in Proc. of Colloque GRETSI 2023 (pdf).
- S. Labsir, A. Renaux, J. Vilà-Valls, and E. Chaumette, "Cramér-Rao bound
on Lie groups with observations on Lie groups: application to SE(2)", in
Proc. of IEEE International Conference on Acoustics, Speech, and
Signal Processing, ICASSP-2023 (pdf).
- S. Fortunati, A. Renaux, and F. Pascal, "Etude à distance finie d'un
R-estimateur pour la matrice de forme des distributions symétriques
elliptiques complexes", in Proc. of Colloque GRETSI 2022 (pdf).
- S. Fortunati, A. Renaux, and F. Pascal, "Robust semiparametric joint
estimators of location and scatter in elliptical distributions", in Proc.
of the IEEE International Workshop on Machine Learning for Signal
Processing, MLSP-2020 (pdf).
- S. Fortunati, A. Renaux, and F. Pascal, "Robust semiparametric DOA
estimation in non-Gaussian environment", in Proc. of the IEEE
Radar Conference, RADAR-2020 (pdf).
- F. Bouchard, A. Breloy, G. Ginolhac, and A. Renaux, "A Riemannian
approach to blind separation of t-distributed sources", in Proc. of the
European Signal Processing Conference, EUSIPCO-2020 (pdf)
- S. Fortunati, A. Renaux, and F. Pascal, "Properties of a new R-estimator
of shape matrices", in Proc. of the European Signal Processing Conference,
EUSIPCO-2020 (pdf).
- F. Bouchard, A. Breloy, A. Renaux, and G. Ginolhac, "Riemannian geometry
and Cramér-Rao bound for blind separation of Gaussian sources", in Proc.
of IEEE International Conference on Acoustics, Speech, and Signal
Processing, ICASSP-2020 (pdf)
- L. Bacharach, J. Galy, E. Chaumette, F. Vincent, A. Renaux and M.N. El
Korso, "An example of non-standard behavior of a maximum likelihood
estimator in the large sample regime", in Proc. of the IEEE
International Workshop on Computational Advances in Multi-Sensor Adaptive
Processing, CAMSAP-2019 (pdf)
- F. Bouchard, A. Breloy, A. Renaux, and G. Ginolhac, "Bornes de
Cramér-Rao intrinsèques pour l'estimation de la matrice de dispersion
normalisée dans les distributions elliptiques", in Proc. of Colloque
GRETSI 2019 (pdf).
- A. Mian, L. Bacharach, G. Ginolhac, A. Renaux, M. N. El Korso and JP.
Ovarlez, "Designing SAR images change-point estimation strategies using an
MSE lower bound", in Proc. of IEEE International Conference on
Acoustics, Speech, and Signal Processing, ICASSP-2019 (pdf)
- L. Bacharach, A. Renaux and M. N. El Korso, "Prior influence on
Weiss-Weinstein bounds for multiple change-point estimation", in Proc. of
the European Signal Processing Conference, EUSIPCO-2018 (pdf).
- C. Ren, A. Renaux and S. Azarian, "Performance bounds for change
point and time delay estimation", in Proc. of the European Signal
Processing Conference, EUSIPCO-2018 (pdf).
- Chaumette, F. Vincent, A. Renaux and J. Galy, "Generalized
conditional maximum likelihood estimators in the large sample regime", in
Proc. of the European Signal Processing Conference, EUSIPCO-2018 (pdf).
- L. Bacharach, G. Bibiche, A. Renaux and M. N. El Korso, "Bornes
bayésiennes pour la localisation d'un point de rupture : Application à des
processus exponentiels", in Proc. of Colloque GRETSI 2017 (pdf).
- A. Breloy, A. Renaux, G. Ginolhac and F. Bouchard, "Borne de Cramér-Rao
intrinsèque pour la matrice de covariance des distributions elliptiques
complexes", in Proc. of Colloque GRETSI 2017 (pdf).
- 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 (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 (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 (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 (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 (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 (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 (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
(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 (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 (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 (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 (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 (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
paramétres aléatoires et non-aléatoires", in Proc. of Colloque
GRETSI 2013 (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 (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 (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 (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 (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 (pdf).
- D. T. Vu, A. Renaux , R. Boyer and S. Marcos, "Borne de Weiss-Weinstein
pour la localisation de source polarisée à l'aide d'un réseau de capteurs
COLD", in Proc. of Colloque GRETSI 2011 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (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 (pdf).
- A. Renaux, P. Forster, and P. Larzabal, "Une nouvelle approche des
bornes bayésiennes", in Proc. of Colloque GRETSI 2005 (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 (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 (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 (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 (doc).
Others
- Contribution à l'analyse des performances d'estimation en traitement
statistique du signal. PhD thesis, Ecole Normale Supérieure de Cachan,
Cachan, FR, July 2006. (pdf)
- Contributions aux bornes inférieures de l'erreur quadratique moyenne en
traitement du signal. Habilitation à Diriger des Recherches (HDR),
Paris-Sud University, Orsay, FR, Dec. 2011. (pdf)