Adaptive Nonassisted Distributed Detection in Sensor Networks
Cesar Augusto Medina Sotomayor, Rodrigo David, Raimundo Sampaio‐Neto · IEEE Transactions on Aerospace and Electronic Systems · 2017
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.