Téléchargez le livre : Study on Signal Detection and Recovery Methods with Joint Sparsity

Study on Signal Detection and Recovery Methods with Joint Sparsity

Éditeur :

Springer

Paru le : 2023-09-30

The task of signal detection is deciding whether signals of interest exist by using their observed data. Furthermore, signals are reconstructed or their key parameters are estimated from the observations in the task of signal recovery. Sparsity is a natural characteristic of most of signals in pract...
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Description du livre

The task of signal detection is deciding whether signals of interest exist by using their observed data. Furthermore, signals are reconstructed or their key parameters are estimated from the observations in the task of signal recovery. Sparsity is a natural characteristic of most of signals in practice. The fact that multiple sparse signals share the common locations of dominant coefficients is called by joint sparsity. In the context of signal processing, joint sparsity model results in higher performance of signal detection and recovery. This book focuses on the task of detecting and reconstructing signals with joint sparsity. The main contents include key methods for detection of joint sparse signals and their corresponding theoretical performance analysis, and methods for joint sparse signal recovery and their application in the context of radar imaging.

À propos

Auteur
Xueqian Wang
Éditeur
Springer
Collection
n.c
Parution
2023-09-30
Pages
121 pages
EAN papier
9789819941162

Auteur(s) du livre


Defaut-Illustration Xueqian Wang
Dr. Xueqian Wang obtained his Ph.D. degree at Tsinghua University, Beijing, China in 2020. His research is focused on target detection, information fusion, radar imaging, compressed sensing and distributed signal processing. He has published 18 articles in these fields, including 8 IEEE Transactions. Dr. Xueqian Wang has been awarded Postdoctoral Innovative Talent Support Program, Innovative Achievement of Postdoctoral Innovative Talent Support Program, Beijing Outstanding Graduate, and Excellent Doctoral Thesis of Tsinghua University.

Caractéristiques détaillées - droits

EAN PDF
9789819941179
Prix
158,24 €
Nombre pages copiables
1
Nombre pages imprimables
12
Taille du fichier
5069 Ko
Ce livre est accessible aux handicaps informations d'accessibilité
EAN EPUB
9789819941179
Prix
158,24 €
Nombre pages copiables
1
Nombre pages imprimables
12
Taille du fichier
17592 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

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