Column generation algorithm for sensor coverage scheduling under bandwidth constraints - Archive ouverte HAL
Article Dans Une Revue Networks Année : 2012

Column generation algorithm for sensor coverage scheduling under bandwidth constraints

André Rossi
Alok Singh
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Marc Sevaux
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Résumé

This article addresses three problems that arise in coverage scheduling for wireless sensor networks subject to bandwidth constraints. The first problem focuses on minimizing the total breach under a lifetime constraint, where a breach occurs when some targets are not covered by active sensors. The second problem aims at maximizing the network lifetime under a breach constraint. Finally, the problem of computing the possible trade-offs between breach and lifetime offered by the sensor network is also addressed. An exact approach based on a column generation algorithm is proposed for solving these problems, and a heuristic is also derived from it and briefly presented. The use of a genetic algorithm within the column generation scheme appears to significantly decrease computation time.

Dates et versions

hal-00649656 , version 1 (08-12-2011)

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André Rossi, Alok Singh, Marc Sevaux. Column generation algorithm for sensor coverage scheduling under bandwidth constraints. Networks, 2012, 60 (3), pp.141-154. ⟨10.1002/net.20466⟩. ⟨hal-00649656⟩
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