Sparsity Methods for Networked Control

TL;DR

This paper introduces sparsity techniques for networked control systems, demonstrating that sparse control via recent optimization methods effectively addresses data transmission challenges, improving stability and performance.

Contribution

It presents a novel application of sparse optimization methods to networked control, enhancing data efficiency and system robustness.

Findings

Sparse control improves data transmission efficiency.

Sparse optimization enhances system stability.

Effective control with reduced communication load.

Abstract

In this presentation, we introduce sparsity methods for networked control systems and show the effectiveness of sparse control. In networked control, efficient data transmission is important since transmission delay and error can critically deteriorate the stability and performance. We will show that this problem is solved by sparse control designed by recent sparse optimization methods.