Distributed Data Fusion for Network-Centric Operations

4	Distributed Detection in Wireless Sensor Networks Pramod K. Varshney, Engin Masazade, Priyadip Ray and Ruixin Niu

CONTENTS

4.1      Introduction

4.2    Distributed Detection over Ideal Communication Channels

4.2.1    Bayesian Formulation

4.2.2    Neyman–Pearson Formulation

4.2.3    Design of Fusion Rules

4.2.4    Asymptotic Regime

4.2.5    Counting Rule

4.2.6    False Discovery Rate–Based Sensor Decision Rules

4.2.6.1    Review of Multiple Comparison Problems in Statistics

4.2.6.2    Algorithm to Control FDR

4.2.6.3    Design Guidelines for Distributed Detection Systems

4.2.7    Correlated Decisions

4.3    Distributed Detection over Nonideal Communication Channels

4.3.1    Distributed Detection with Partial Channel State Information

4.3.2    Distributed ...