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Researcher identifiers

Number of documents

10

Bruno Mériaux


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.


Journal articles3 documents

  • Bruno Meriaux, Xin Zhang, Mohammed Nabil El Korso, Marius Pesavento. Iterative Marginal Maximum Likelihood DOD and DOA Estimation for MIMO Radar in the Presence of SIRP Clutter. Signal Processing, Elsevier, 2019, 155, pp.384-390. ⟨10.1016/j.sigpro.2018.09.034⟩. ⟨hal-01888650v2⟩
  • Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster. Robust Estimation of Structured Scatter Matrices in (Mis)matched Models. Signal Processing, Elsevier, 2019, 165, pp.163-174. ⟨10.1016/j.sigpro.2019.06.030⟩. ⟨hal-02165848⟩
  • Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster. Asymptotic Performance of Complex M-estimators for Multivariate Location and Scatter Estimation. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2019, 26 (2), pp.367-371. ⟨10.1109/lsp.2019.2891201⟩. ⟨hal-01968961⟩

Conference papers7 documents

  • Bruno Meriaux, Chengfang Ren, Arnaud Breloy, Mohammed Nabil El Korso, Philippe Forster. Efficient Estimation of Kronecker Product of Linear Structured Scatter Matrices under t-distribution. 28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨hal-02873816⟩
  • Bruno Meriaux, Arnaud Breloy, Chengfang Ren, Mohammed Nabil El Korso, Philippe Forster. Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter. 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), 2019, Le Gosier, Guadeloupe, France. ⟨hal-02292685v2⟩
  • Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster. Estimation robuste de matrices de dispersion structurées pour des modèles bien/mal spécifiés. XXVIIème Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France. ⟨hal-02155887⟩
  • Bruno Meriaux, Chengfang Ren, Arnaud Breloy, Mohammed Nabil El Korso, P Forster, et al.. Une version récursive de RCOMET pour l'estimation robuste de matrices de forme à structure convexe. XXVIIème Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France. ⟨hal-02155900⟩
  • Bruno Meriaux, Chengfang Ren, Arnaud Breloy, Mohammed Nabil El Korso, P Forster, et al.. On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix. 27th European Signal Processing Conference (EUSIPCO 2019), Sep 2019, A Coruña, Spain. ⟨hal-02155905⟩
  • Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster. Efficient Estimation of Scatter Matrix with Convex Structure under t-Distribution. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.4474-4478, ⟨10.1109/icassp.2018.8462449⟩. ⟨hal-01784707⟩
  • Bruno Meriaux, Chengfang Ren, Mohammed Nabil El Korso, Arnaud Breloy, Philippe Forster. Robust-COMET for Covariance Estimation in Convex Structures: Algorithm and Statistical Properties. 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⟩. ⟨hal-01651772⟩