Sparsity Methods for Systems and Control

Sparsity Methods for Systems and Control

The method of sparsity has been attracting a lot of attention in the fields related not only to signal processing, machine learning, and statistics, but also systems and control. The method is known as compressed sensing, compressive sampling, sparse representation, or sparse modeling. More recently...

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Bibliographic Details
Main Author: Nagahara, Masaaki (auth)
Format: Book Chapter
Published: Norwell, MA Now Publishers 2020
Subjects:
Artificial intelligence
Compressed sensing, optimal control, sparse representation, convex optimization, proximal algorithms, greedy algorithms, networked control, model predictive control
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