Robust detection and optimization with decentralized parallel sensor networks

In the first part of this paper, we derive a generic form of optimization for binary hypothesis testing. We show that information theoretical as well as the proposed singular value decomposition (s.v.d.) based optimization methods are special cases of this generalization. In terms of robustness, neither the information theoretical nor the s.v.d. based… (More)