Optimization for Distributed Detection with Multi-bits Information
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Abstract:
This paper extends the ordinary distributed detection model,assuming that the local sensors are allowed to send multi-bits information to the fusion centre,rather than only 1-bit local hard decision. The paper proposes the way to determine the optimal multi-bits information which can sufficiently improve the performance of the detection network. Numerical results show the multi-bits approach is practical.
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Xie Hongwei. Optimization for Distributed Detection with Multi-bits Information[J]. Journal of National University of Defense Technology,1995,17(1):8-15.