Sensor Placement by Maximal Projection on Minimum Eigenspace for Linear Inverse Problems

This paper presents two new greedy sensor placement algorithms, named minimum nonzero eigenvalue pursuit (MNEP) and maximal projection on minimum eigenspace (MPME), for linear inverse problems, with greater emphasis on the MPME algorithm for performance comparison with existing approaches. In both M...

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Bibliographic Details

Published in:	IEEE transactions on signal processing Vol. 64; no. 21; pp. 5595 - 5610
Main Authors:	Jiang, Chaoyang, Soh, Yeng Chai, Li, Hua
Format:	Journal Article
Language:	English
Published:	IEEE 01.11.2016
Subjects:	Eigenvalues and eigenfunctions Estimation greedy algorithm Greedy algorithms Inverse problems Linear inverse problem local optimization Optimization rank-one modification sensor placement Sensors Signal processing algorithms
ISSN:	1053-587X, 1941-0476
Online Access:	Get full text
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