Online Design of Optimal Precoders for High Dimensional Signal Detection

In this paper, we propose a novel methodology to design optimal precoders for distributed detection of high-dimensional signals. We consider a wireless sensor network (WSN) that consists of multiple sensors that are spatially distributed in a region of interest and a fusion center (FC). The sensors...

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Bibliographic Details
Published in:	IEEE transactions on signal processing Vol. 67; no. 15; pp. 4122 - 4135
Main Authors:	Khanduri, Prashant, Theagarajan, Lakshmi Narasimhan, Varshney, Pramod K.
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.08.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Computer simulation Covariance matrices dimensionality reduction distributed hypothesis testing Domains Error analysis Exponents Fading channels precoder design Precoding Remote sensors Sensors Signal detection Spatio-temporal data Task analysis Wireless communication Wireless sensor networks
ISSN:	1053-587X, 1941-0476
Online Access:	Get full text
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