Accéder directement au contenu
CR

Chengfang Ren

12
Documents

Présentation

``` <pre class="zfr3Q FVr0A" id="h.p_RR8aVZd5U869" style="font-family: Lato, sans-serif; font-size: 15px; white-space: normal; box-sizing: border-box; font-variant-ligatures: none; margin-top: 0px; margin-bottom: 0px; outline: none; position: relative; color: #212121; text-decoration-line: inherit; line-height: 1.4; padding-top: 0px; text-align: justify;">``` <strong style="box-sizing: border-box;">Assistant professor<br></br></strong> ```<strong style="box-sizing: border-box;">SONDRA Laboratory, CentraleSupelec<br></br></strong><strong style="box-sizing: border-box;">3, rue Joliot-Curie<br></br></strong><strong style="box-sizing: border-box;">91192 Gif-sur-Yvette, France<br></br></strong><strong style="box-sizing: border-box;">Phone : +33 1 69 85 18 03<br></br></strong><strong style="box-sizing: border-box;">chengfang.ren(at)centralesupelec(dot)fr</strong> ``` I am currently an Assistant Professor at SONDRA, the French-Singaporean laboratory of CentraleSupelec. My research interests include robust estimation, performance bounds and resolution limits applied to statistical signal processing and for Radar applications. Recently, I am also interested in machine and deep learning approaches for Radar applications. website: <https://sites.google.com/view/chengfangren>

Publications

bruno-meriaux
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⟩
Article dans une revue hal-03039552v1
Image document

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

Bruno Mériaux , 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⟩
Article dans une revue hal-04472755v1
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⟩
Article dans une revue hal-04472856v1
Image document

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⟩
Article dans une revue hal-01968961v1
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⟩
Article dans une revue hal-04472361v1
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. ⟨10.23919/eusipco47968.2020.9287415⟩
Communication dans un congrès hal-02873816v1
Image document

Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter

Bruno Meriaux , Arnaud Breloy , Chengfang Ren , Mohammed Nabil El Korso , Philippe Forster
8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), Dec 2019, Le Gosier, Guadeloupe, France. ⟨10.1109/camsap45676.2019.9022511⟩
Communication dans un congrès hal-02292685v2
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
Communication dans un congrès hal-02155887v1
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
27th European Signal Processing Conference (EUSIPCO 2019), Sep 2019, A Coruña, Spain. ⟨10.23919/eusipco.2019.8903167⟩
Communication dans un congrès hal-02155905v1
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
28eme Colloque francophone de traitement du signal et des images (GRETSI 2019), Aug 2019, Lille, France
Communication dans un congrès hal-02155900v1
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⟩
Communication dans un congrès hal-01784707v1
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⟩
Communication dans un congrès hal-01651772v1