Bruno MERIAUX

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Researcher identifiers

Presentation

Short bio

I studied Applied Physics & Electrical and Information Engineering at the Ecole Normale Supérieure Paris-Saclay (Cachan, France), where I graduated a four-year education program in 2017. In the 3rd year (in 2016), I obtained a Master's degree in Applied Physics for Education from Paris-Saclay University. In 2017, I received a Master Research degree in Signal and Image Processing from Paris-Saclay University. I am currently a PhD Student in Signal Processing at SONDRA laboratory/CentraleSupélec.

Education

  • PhD degree (2017-2020), CentraleSupélec/University Paris-Saclay, France

  • Master's degree in Automation and Signal Processing (2017), ENS Paris-Saclay/University Paris-Saclay, France

  • Master's degree in Applied Physics for Education (2016), ENS Paris-Saclay, France

  • Bachelor's degree in Applied Physics and Engineering (2014), ENS Paris-Saclay, France

Thesis title:

Robust Adaptive Signal Processing in Multisensor Systems : On the way to abandon secondary data

Started in September 2017

Directed by Philippe FORSTER

Supervised by Chengfang REN, Mohammed Nabil EL KORSO and Arnaud BRELOY

Supported by ANR ASTRID MARGARITA

Keywords: Robust estimation, Complex Elliptically Symmetric distributions, Multisensors processing

My research interests and activities include estimation theory in statistical signal processing and applications in radar (localization, target detection), with a particular focus on robust estimation and performance analysis.

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Publications

Image document

Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices under Elliptical Distributions

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , Philippe Forster
IEEE Transactions on Signal Processing, 2021, 69, pp.603-616. ⟨10.1109/TSP.2020.3042946⟩
Journal articles hal-03039552 v1
Image document

Iterative Marginal Maximum Likelihood DOD and DOA Estimation for MIMO Radar in the Presence of SIRP Clutter

Bruno Meriaux , Xin Zhang , Mohammed Nabil El Korso , Marius Pesavento
Signal Processing, 2019, 155, pp.384-390. ⟨10.1016/j.sigpro.2018.09.034⟩
Journal articles hal-01888650 v2
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Asymptotic Performance of Complex M-estimators for Multivariate Location and Scatter Estimation

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
IEEE Signal Processing Letters, 2019, 26 (2), pp.367-371. ⟨10.1109/lsp.2019.2891201⟩
Journal articles hal-01968961 v1
Image document

Robust estimation of structured scatter matrices in (mis)matched models

Bruno Mériaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
Signal Processing, 2019, 165, pp.163-174. ⟨10.1016/j.sigpro.2019.06.030⟩
Journal articles hal-04472842 v2
Image document

Asymptotic Performance of Complex $M$ -Estimators for Multivariate Location and Scatter Estimation

Bruno Mériaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
IEEE Signal Processing Letters, 2019, 26 (2), pp.367-371. ⟨10.1109/LSP.2019.2891201⟩
Journal articles hal-04472361 v1
Image document

Efficient Estimation of Kronecker Product of Linear Structured Scatter Matrices under t-distribution

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , Philippe Forster
28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. pp.2418-2422, ⟨10.23919/eusipco47968.2020.9287415⟩
Conference papers hal-02873816 v1
Image document

On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , P Forster et al.
27th European Signal Processing Conference (EUSIPCO 2019), Sep 2019, La Corogne, Spain. ⟨10.23919/eusipco.2019.8903167⟩
Conference papers hal-02155905 v1
Image document

Estimation robuste de matrices de dispersion structurées pour des modèles bien/mal spécifiés

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
28eme Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France
Conference papers hal-02155887 v1
Image document

Une version récursive de RCOMET pour l'estimation robuste de matrices de forme à structure convexe

Bruno Meriaux , Chengfang Ren , Arnaud Breloy , Mohammed Nabil El Korso , P Forster et al.
28eme Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France
Conference papers hal-02155900 v1
Image document

Efficient Estimation of Scatter Matrix with Convex Structure under t-Distribution

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.4474-4478, ⟨10.1109/icassp.2018.8462449⟩
Conference papers hal-01784707 v1
Image document

Robust-COMET for Covariance Estimation in Convex Structures: Algorithm and Statistical Properties

Bruno Meriaux , Chengfang Ren , Mohammed Nabil El Korso , Arnaud Breloy , Philippe Forster
2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands. pp.1-5, ⟨10.1109/CAMSAP.2017.8313081⟩
Conference papers hal-01651772 v1