In this paper, we propose an adaptive nonassisted distributed detection algorithm for sensor networks with fading communication channels and binary data exchange between nodes. Our proposal aims to achieve the solution of the network based only on the statistics of the received signals with the use of adaptive processors. Computer simulations indicate that the proposed algorithm outperforms previously proposed algorithms in terms of detection error rate and probability of consensus of the network.
Adaptive Nonassisted Distributed Detection in Sensor Networks
IEEE Transactions on Aerospace and Electronic Systems ; 53 , 6 ; 3165-3174
01.12.2017
875923 byte
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
Adaptive Consensus-Based Distributed Target Tracking in Sensor Networks
Springer Verlag | 2017
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