Distributed detection with multiple sensors Part I. Fundamentals
R Viswanathan, PK Varshney - Proceedings of the IEEE, 1997 - ieeexplore.ieee.org
In this paper basic results on distributed detection are reviewed. In particular we consider
the parallel and the serial architectures in some detail and discuss the decision rules …
the parallel and the serial architectures in some detail and discuss the decision rules …
Active authentication on mobile devices via stylometry, application usage, web browsing, and GPS location
Active authentication is the problem of continuously verifying the identity of a person based
on behavioral aspects of their interaction with a computing device. In this paper, we collect …
on behavioral aspects of their interaction with a computing device. In this paper, we collect …
Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks
In this paper, we revisit the problem of fusing decisions transmitted over fading channels in a
wireless sensor network. Previous development relies on instantaneous channel state …
wireless sensor network. Previous development relies on instantaneous channel state …
Distributed detection and fusion in a large wireless sensor network of random size
R Niu, PK Varshney - EURASIP Journal on Wireless Communications and …, 2005 - Springer
For a wireless sensor network (WSN) with a random number of sensors, we propose a
decision fusion rule that uses the total number of detections reported by local sensors as a …
decision fusion rule that uses the total number of detections reported by local sensors as a …
Distributed detection in a large wireless sensor network
A distributed detection and decision fusion scheme is proposed for a wireless sensor
network (WSN) consisting of a large number of sensors. At the fusion center, the total …
network (WSN) consisting of a large number of sensors. At the fusion center, the total …
Multi-modal decision fusion for continuous authentication
Active authentication is the process of continuously verifying a user based on their on-going
interaction with a computer. In this study, we consider a representative collection of …
interaction with a computer. In this study, we consider a representative collection of …
Decision fusion in a wireless sensor network with a large number of sensors
R Niu, M Moore, D Klamer - 2004 - surface.syr.edu
For a wireless sensor network (WSN) with a large number of sensors, a decision fusion rule
using the total number of detections reported by local sensors for hypothesis testing, is …
using the total number of detections reported by local sensors for hypothesis testing, is …
A Bayesian sampling approach to decision fusion using hierarchical models
B Chen, PK Varshney - IEEE Transactions on signal …, 2002 - ieeexplore.ieee.org
Data fusion and distributed detection have been studied extensively, and numerous results
have been obtained in the literature. In this paper, the design of a fusion rule for distributed …
have been obtained in the literature. In this paper, the design of a fusion rule for distributed …
An overview of recent advances on distributed and agile sensing algorithms and implementation
We provide an overview of recent work on distributed and agile sensing algorithms and their
implementation. Modern sensor systems with embedded processing can allow for …
implementation. Modern sensor systems with embedded processing can allow for …
A balanced energy-efficient multihop clustering scheme for wireless sensor networks
Network lifetime is crucial in Wireless Sensor Network (WSN) systems since recharging or
exchanging the sensors is difficult and expensive. Clustering techniques provide an …
exchanging the sensors is difficult and expensive. Clustering techniques provide an …