Sample eigenvalue based detection of high dimensional signals in white noise using relatively few samples

17 May 2007

Papers citing "Sample eigenvalue based detection of high dimensional signals in white noise using relatively few samples"

22 / 22 papers shown

Title
Wavelet eigenvalue regression in high dimensions P. Abry B. C. Boniece G. Didier H. Wendt 65 4 0 09 Aug 2021
Distribution of the Scaled Condition Number of Single-spiked Complex Wishart Matrices Pasan Dissanayake Prathapasinghe Dharmawansa Yang Chen 20 1 0 11 May 2021
Multichannel CRNN for Speaker Counting: an Analysis of Performance Pierre-Amaury Grumiaux Srdan Kitic Laurent Girin Alexandre Guérin BDL 22 1 0 06 Jan 2021
Selecting the number of components in PCA via random signflips David Hong Yueqi Sheng Yan Sun 116 16 0 05 Dec 2020
Tracy-Widom distribution for heterogeneous Gram matrices with applications in signal detection Xiucai Ding Fan Yang 48 15 0 10 Aug 2020
On the frequency domain detection of high dimensional time series A. Rosuel P. Vallet P. Loubaton Xavier Mestre 9 4 0 17 Jul 2020
High-Resolution Speaker Counting In Reverberant Rooms Using CRNN With Ambisonics Features Pierre-Amaury Grumiaux Srdjan Kitic Laurent Girin Alexandre Guérin 77 17 0 17 Mar 2020
Model-aided Deep Neural Network for Source Number Detection Yuwen Yang Fei Gao Cheng Qian G. Liao 41 45 0 29 Sep 2019
Model-order selection in statistical shape models Alma Eguizabal P. Schreier D. Ramírez 17 6 0 01 Aug 2018
On the detection of low rank matrices in the high-dimensional regime A. Chevreuil P. Loubaton 19 1 0 13 Apr 2018
Optimal prediction in the linearly transformed spiked model Edgar Dobriban W. Leeb A. Singer 83 20 0 07 Sep 2017
High dimensional deformed rectangular matrices with applications in matrix denoising Xiucai Ding 90 46 0 22 Feb 2017
Performance analysis of an improved MUSIC DoA estimator P. Vallet Xavier Mestre P. Loubaton 48 118 0 04 Mar 2015
Tracy-Widom Distribution for the Largest Eigenvalue of Real Sample Covariance Matrices with General Population J. Lee Kevin Schnelli 71 96 0 17 Sep 2014
Asymptotic Linear Spectral Statistics for Spiked Hermitian Random Matrix Models Damien Passemier M. Mckay Yang Chen 97 12 0 26 Feb 2014
OptShrink: An algorithm for improved low-rank signal matrix denoising by optimal, data-driven singular value shrinkage R. Nadakuditi 209 163 0 25 Jun 2013
Asymptotic power of sphericity tests for high-dimensional data A. Onatski Marcelo J. Moreira Marc Hallin 102 150 0 20 Jun 2013
Universality for the largest eigenvalue of sample covariance matrices with general population Z. Bao G. Pan Wang Zhou 163 101 0 21 Apr 2013
When are the most informative components for inference also the principal components? R. Nadakuditi 79 7 0 05 Feb 2013
Detection of weak signals in high-dimensional complex-valued data A. Onatski 83 10 0 30 Jul 2012
Estimation of the Number of Spikes, Possibly Equal, in the High-Dimensional Case Damien Passemier Jianfeng Yao 115 39 0 06 Oct 2011
Cross-Validation for Unsupervised Learning Patrick O. Perry SSL 96 53 0 16 Sep 2009