Sparse sensor selection for distributed systems: an l1-relaxation approach

• Main Authors: Zhong, Yuxing, Yang, Nachuan, Huang, Lingying, Shi, Guodong, Shi, Ling
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Sensor selection; Sparsity
• Online Access: https://hdl.handle.net/10356/179227
• Institution: Nanyang Technological University

We study the problem of sensor selection for distributed systems, where a large number of sensors are located spatially in many different locations. Specifically, we consider both perfect and packet-dropping communication channels. While the original problem is NP-hard, by adopting a sparse design,...