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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Vydané v:	IEEE transactions on signal processing Ročník 67; číslo 15; s. 4122 - 4135
Hlavní autori:	Khanduri, Prashant, Theagarajan, Lakshmi Narasimhan, Varshney, Pramod K.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.08.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	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
On-line prístup:	Získať plný text
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