Detection over sensor networks: a tutorial

SH Javadi - IEEE Aerospace and Electronic Systems Magazine, 2016 - ieeexplore.ieee.org
The applications of sensor networks (SNs) are increasing since they facilitate real-time
remote information monitoring and processing. Detection of an event is one of the main …

Multiple hypothesis testing framework for spatial signals

M Gölz, AM Zoubir, V Koivunen - IEEE Transactions on Signal …, 2022 - ieeexplore.ieee.org
The problem of identifying regions of spatially interesting, different or adversarial behavior is
inherent to many practical applications involving distributed multisensor systems. In this …

Joint collaboration and compression design for distributed sequential estimation in a wireless sensor network

X Cheng, P Khanduri, B Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this work, we propose a joint collaboration-compression framework for sequential
estimation of a random vector parameter in a resource constrained wireless sensor network …

[PDF][PDF] Optimal distributed decision in wireless sensor network using gray wolf optimization

IA Saleh, OI Alsaif, MA Yahya - … International Journal of …, 2020 - pdfs.semanticscholar.org
The distributed object decision (DOD) was applied to choose a single solution for problem
among many complexes solutions. Most of DOD systems depend on traditional technique …

Distributed detection in sensor networks with limited range multimodal sensors

EB Ermis, V Saligrama - IEEE Transactions on Signal …, 2009 - ieeexplore.ieee.org
We consider a multiobject detection problem over a sensor network (SNET) with limited
range multimodal sensors. The general problem complements the widely considered …

False discovery rate based sensor decision rules for the network-wide distributed detection problem

P Ray, PK Varshney - IEEE Transactions on Aerospace and …, 2011 - ieeexplore.ieee.org
This paper presents a new framework for distributed target detection in wireless sensor
networks (WSNs). In distributed detection, quantized decisions from local sensors are …

False discovery rate based distributed detection in the presence of Byzantines

A Vempaty, P Ray, PK Varshney - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Recent literature has shown that control of the false discovery rate (FDR) for distributed
detection in wireless sensor networks (WSNs) can provide substantial improvement in …

Cross-layer design of distributed sensing-estimation with quality feedback—Part I: Optimal schemes

N ò Michelusi, U Mitra - IEEE Transactions on Signal …, 2015 - ieeexplore.ieee.org
This two-part paper presents a feedback-based cross-layer framework for distributed
sensing and estimation of a dynamic process by a wireless sensor network (WSN). Sensor …

Cross-layer design of distributed sensing-estimation with quality feedback—Part II: Myopic schemes

N Michelusi, U Mitra - IEEE Transactions on Signal Processing, 2015 - ieeexplore.ieee.org
This two-part paper presents a feedback-based cross-layer framework for distributed
sensing and estimation of a dynamic process by a wireless sensor network (WSN). Sensor …

Fusion center feedback for quasi-decentralized estimation in sensor networks

N Michelusi, U Mitra - 2013 51st annual allerton conference on …, 2013 - ieeexplore.ieee.org
In this paper, a quasi-decentralized estimation framework for Wireless Sensor Networks
(WSNs) is presented, where a fusion center (FC) collects measurements from nearby sensor …