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Distributed Detection Over Channels with Memory

delete2015-12-01
delete7
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N
Nilanjan Biswas *
P
Priyadip Ray
P
Pramod K. Varshney
DOI:10.1109/LSP.2015.2495205delete
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Abstract

Abstract

En 中文
In this letter, we investigate distributed detection over channels with memory. We model the wireless channel between each sensor and the fusion center by a two state Markov chain and derive the optimal fusion rule. We demonstrate the improved detection performance of the derived fusion rule for burst error channels, over a channel aware fusion rule for a memoryless channel and the Chair-Varshney fusion rule. We further show that when the number of sensor decisions is large, as well as when the channel is memoryless, the derived fusion rule reduces to the well known counting rule.
Keywords:
Burst-error channel
channel-aware decision fusion
distributed detection
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Journal

IEEE Signal Processing Magazine cover
IEEE Signal Processing Magazine
IF:
9.6
Papers:
1.1W
Citations:
1.7W

Organization

I
indian institute of technology system (iit system)
Scholars:
9.5W
Papers: 9.9W
Citations: 93
I
indian institute of technology (iit) - kharagpur
Scholars:
6.2K
Papers: 6.5K
Citations: 6