Compressive Sensing for Bridge Damage Detection

Höglund, Joel and Voigt, T and Wei, B and Hu, Wen and Karoumi, R (2014) Compressive Sensing for Bridge Damage Detection. In: Proc. 5th Nordic Wksp. on System and Network Optimization for Wireless, Are, Sweden. Proc. 5th Nordic Wksp. on System and Network Optimization for Wireless, Are, Sweden . UNSPECIFIED.

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Abstract

Key cost factors in a bridge’s life cycle are its inspection and maintenance. In this context, replacing generalpurpose conservatory approaches with site-specific and ondemand services may help reduce costs. The latter require realtime awareness of the structural conditions of the bridge at hand. However, high installation costs for the necessary monitoring facilities, e.g., due to extensive cabling, may turn selfdefeating in such endeavors. Wireless sensor networks (WSNs) provide deployment flexibility and ease of installation, at the price of limited lifetime due to the battery-driven operation; inaccuracies due to imprecise sensor readings; and unreliability due packet loss. In contrast to many other WSN applications, structural monitoring requires the processing of large amounts of data which need to be transported to a base station which requires energy for communication. By applying compressive sensing to the sensor readings, the communication demands can be greatly reduced which is of particular interest for resource constrained systems such as WSNs. In this short paper we design and evaluate a compressive sensing scheme for bridge monitoring.

Item Type:
Contribution in Book/Report/Proceedings
ID Code:
171664
Deposited By:
Deposited On:
14 Jul 2022 09:25
Refereed?:
Yes
Published?:
Published
Last Modified:
14 Jul 2022 09:25