Journal
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
Volume 28, Issue -, Pages 20-35Publisher
ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.ymssp.2011.05.020
Keywords
Wireless sensor network; Structural health monitoring; Railway; Lagrangian heuristic; Maintenance system
Categories
Funding
- EPSRC [EP/D076870/1]
- EPSRC [EP/D076870/1] Funding Source: UKRI
- Engineering and Physical Sciences Research Council [EP/D076870/1] Funding Source: researchfish
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In this paper, we study a design method for minimizing the total cost of a wireless sensor network (WSN) used for health monitoring of railway structures. First, we present the problem, that is to simultaneously determine the number of relays and their deployment locations, the transmission power level for each sensor and relay, and the routes for transferring sensor data to a gateway using multi-hop wireless communication. Second, we formulate this task as a mathematical programming problem, and to solve this problem, we propose a near optimal algorithm based on the Lagrangian heuristic method. Finally, we verify the effectiveness of our algorithm through computational experiments carried out using data acquired from a real WSN used for railway structural health monitoring. (C) 2011 Elsevier Ltd. All rights reserved.
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