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Issue No. 10 - Oct. (2013 vol. 24)
ISSN: 1045-9219
pp: 1983-1993
Kebin Liu , Hong Kong University of Science and Technology, Hong Kong and Tsinghua University, Beijing
Xiangyang Li , Illinois Institute of Technology, Chicago
Yunhao Liu , Hong Kong University of Science and Technology, Hong Kong and Tsinghua University, Beijing
Yuan He , Hong Kong University of Science and Technology, Hong Kong and Tsinghua University, Beijing
Mo Li , SCE, NTU, Singapore
Jiliang Wang , Hong Kong University of Science and Technology, Hong Kong and Tsinghua University, Beijing
ABSTRACT
Sensor networks are deemed suitable for large-scale deployments in the wild for a variety of applications. In spite of the remarkable efforts the community put to build the sensor systems, an essential question still remains unclear at the system level, motivating us to explore the answer from a point of real-world deployment view. Does the wireless sensor network really scale? We present findings from a large-scale operating sensor network system, GreenOrbs, with up to 330 nodes deployed in the forest. We instrument such an operating network throughout the protocol stack and present observations across layers in the network. Based on our findings from the system measurement, we propose and make initial efforts to validate three conjectures that give potential guidelines for future designs of large-scale sensor networks. 1) A small portion of nodes bottlenecks the entire network, and most of the existing network indicators may not accurately capture them. 2) The network dynamics mainly come from the inherent concurrency of network operations instead of environment changes. 3) The environment, although the dynamics are not as significant as we assumed, has an unpredictable impact on the sensor network. We suggest that an event-based routing structure can be trained and thus better adapted to the wild environment when building a large-scale sensor network.
INDEX TERMS
Green products, Network topology, Topology, Wireless sensor networks, Protocols, Routing, Monitoring, environment dynamics, Wireless sensor networks, network measurement, critical nodes
CITATION
Kebin Liu, Xiangyang Li, Yunhao Liu, Yuan He, Mo Li, Jiliang Wang, "Does Wireless Sensor Network Scale? A Measurement Study on GreenOrbs", IEEE Transactions on Parallel & Distributed Systems, vol. 24, no. , pp. 1983-1993, Oct. 2013, doi:10.1109/TPDS.2012.216
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