Practical methods of optimization; (2nd ed.)
Practical methods of optimization; (2nd ed.)
Genetic algorithm convergence study for sensor network optimization
Information Sciences—Informatics and Computer Science: An International Journal - Special issue on evolutionary algorithms
Exposure in wireless Ad-Hoc sensor networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Sensor deployment strategy for target detection
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Multidimensional Digital Signal Processing
Multidimensional Digital Signal Processing
An Incremental Self-Deployment Algorithm for Mobile Sensor Networks
Autonomous Robots
Connecting the Physical World with Pervasive Networks
IEEE Pervasive Computing
Grid Coverage for Surveillance and Target Location in Distributed Sensor Networks
IEEE Transactions on Computers
Sensor deployment and target localization in distributed sensor networks
ACM Transactions on Embedded Computing Systems (TECS)
On the optimal distribution of sensors in a random field
ACM Transactions on Sensor Networks (TOSN)
Coverage by randomly deployed wireless sensor networks
IEEE/ACM Transactions on Networking (TON) - Special issue on networking and information theory
Distributed detection in a large wireless sensor network
Information Fusion
On the Path Coverage Properties of Random Sensor Networks
IEEE Transactions on Mobile Computing
Decentralized detection in sensor networks
IEEE Transactions on Signal Processing
Energy-efficient deployment of Intelligent Mobile sensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Optimal sensor placement and motion coordination for target tracking
Automatica (Journal of IFAC)
Sensor planning for elusive targets
Mathematical and Computer Modelling: An International Journal
IEEE Communications Magazine
Optimal multiobjective placement of distributed sensors against moving targets
ACM Transactions on Sensor Networks (TOSN)
Design of wireless sensor networks for mobile target detection
IEEE/ACM Transactions on Networking (TON)
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This article addresses the problem of deploying a sparse network of sensors for surveillance of moving targets. The sensor networks of interest consist of sensors which perform independent binary detection on a target, and report detections to a central node for fusion. An optimization framework is developed for placement of sensors within a bounded search region, given sensor performance characteristics, prior information on anticipated target characteristics, and a distributed detection criteria. Individual sensor performance is represented parametrically as are priors on target dynamics. Several numerical examples are included that illustrate the utility of the optimization approach.