Group greedy method for sensor placement

• Main Authors: Jiang, Chaoyang, Chen, Zhenghua, Su, Rong, Soh, Yeng Chai
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Greedy Method; Group Greedy Method
• Online Access: https://hdl.handle.net/10356/150169
• Institution: Nanyang Technological University

This paper discusses greedy methods for sensor placement in linear inverse problems. We comprehensively review the greedy methods in the sense of optimizing the mean squared error (MSE), the volume of the confidence ellipsoid, and the worst-case error variance. We show that the greedy method of opti...