Decentralized sequential detection with a fusion center performing the sequential test
Venugopal V. Veeravalli, Tamer Başar, H. Vincent Poor · IEEE Transactions on Information Theory · 1993
A decentralized sequential detection problem is considered in which each one of a set of sensors receives a sequence of observations about the hypothesis. Each sensor sends a sequence of summary messages to the fusion center where a sequential test is carried out to determine the true hypothesis. A Bayesian framework for this problem is introduced, and for the case when the information structure in the system is quasi-classical, it is shown that the problem is tractable. A detailed analysis of this case is presented, along with some numerical results.>