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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 …
remote information monitoring and processing. Detection of an event is one of the main …
Multiple hypothesis testing framework for spatial signals
The problem of identifying regions of spatially interesting, different or adversarial behavior is
inherent to many practical applications involving distributed multisensor systems. In this …
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
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 …
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
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 …
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 …
range multimodal sensors. The general problem complements the widely considered …
False discovery rate based sensor decision rules for the network-wide distributed detection problem
This paper presents a new framework for distributed target detection in wireless sensor
networks (WSNs). In distributed detection, quantized decisions from local sensors are …
networks (WSNs). In distributed detection, quantized decisions from local sensors are …
False discovery rate based distributed detection in the presence of Byzantines
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 …
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
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 …
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
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 …
sensing and estimation of a dynamic process by a wireless sensor network (WSN). Sensor …
Fusion center feedback for quasi-decentralized estimation in sensor networks
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 …
(WSNs) is presented, where a fusion center (FC) collects measurements from nearby sensor …