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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...
In this work we propose an adaptive fusion procedure to perform data detection in distributed detection systems with a decode-then-fuse type of receiver. Differently from previously proposed fusion rules, where nodes statistics (e.g. miss detection, false alarm and a priori probabilities) and channel transition probabilities are generally needed, the proposed non-assisted adaptive fusion algorithm...
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