The problem of detecting the state sequence of a binary stochastic process with multiple
sensors is considered. It is assumed that the sensors' observations are coupled both …

This paper considers the problem of detection in a network consisting of heterogeneous
sensors collecting measurements which are dependent both among the samples collected …

We present an online expectation maximization (EM) based algorithm for the problem of
model parameter estimation and hypothesis testing based on observations from a network of …

We present an online algorithm for hypothesis testing from correlated observations obtained
from a network of heterogeneous sensors and in the presence of model uncertainty. The …

Çoklu algılayıcı ağlarında sinyal işleme, askeri ve sivil olmak üzere bir çok uygulama
alanında sıklıkla kullanılmaktadır. Algılayıcı ağlarının, kablosuz iletişim ve elektronik …

Online hypothesis testing and non-parametric model estimation is studied for a
heterogeneous network of sensors collecting correlated observations. It is assumed that the …

In this chapter, we discuss networked detection problems for several practical network
architectures such as parallel, multi-hop, and fully autonomous ad hoc networks. Following …

In decentralized detection, the sensors first make a local decision before transmitting it to the
fusion center (FC). The optimal design of the sensors' decision rule as well as the fusion rule …