DocumentCode :
54398
Title :
Channel-Aware Relay Node Placement in Wireless Sensor Networks for Pipeline Inspection
Author :
Dalei Wu ; Chatzigeorgiou, Dimitris ; Youcef-Toumi, Kamal ; Mekid, Samir ; Ben-Mansour, Rached
Author_Institution :
Dept. of Mech. Eng., Massachusetts Inst. of Technol., Cambridge, MA, USA
Volume :
13
Issue :
7
fYear :
2014
fDate :
Jul-14
Firstpage :
3510
Lastpage :
3523
Abstract :
Wireless sensor networks (WSNs) provide an effective approach for underground pipeline inspection. Such WSNs comprise sensor nodes (SNs) and relay nodes (RNs) for information sensing and communication. WSNs can perform accurate and realtime inspection, especially in adverse environments. However, transmitting information between underground and aboveground nodes is very challenging. First, in-pipe SNs conducting controlled maneuvers underground are mobile. Second, SNs need to transmit the information wirelessly to aboveground base stations (BSs). In addition, radio propagation is complex because radio waves travel in a multi-medium environment. Finally, the SNs have limited energy supply. Therefore, proper deployment of a WSN is critical to providing reliable communications and efficient inspection. This paper presents a channel-aware methodology for deploying aboveground RNs in WSNs for underground pipeline inspection. Specifically, first, the paper provides a path loss model for radio propagation over multiple transmission media. Then, based on the path loss model a method is developed for optimum placement of the RNs so as to minimize the energy use of SNs and allow reliable communications. This method takes into account characteristics of the wireless channels, power consumption constraint, pipeline coverage requirement, and the limit of the number of the RNs. We provide an algorithm for optimization of RN placement and SN´s power consumption. Simulation results show the efficacy of the proposed framework.
Keywords :
inspection; pipelines; radiowave propagation; relay networks (telecommunication); telecommunication network reliability; underground communication; wireless channels; wireless sensor networks; RN placement optimization; WSN; aboveground base stations; aboveground nodes; channel-aware relay node placement; information communication; information sensing; limited energy supply; multiple transmission media; pipeline coverage requirement; power consumption constraint; radio propagation; radio waves; relay nodes; sensor nodes; underground nodes; underground pipeline inspection; wireless channels; wireless sensor networks; Attenuation; Inspection; Pipelines; Propagation losses; Soil; Tin; Wireless sensor networks; Wireless sensor networks; leak detection; pipelines; radio propagation;
fLanguage :
English
Journal_Title :
Wireless Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1276
Type :
jour
DOI :
10.1109/TWC.2014.2314120
Filename :
6779697
Link To Document :
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