27 July 2001 Scalability of a class of wireless sensor networks
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Proceedings Volume 4531, Modeling and Design of Wireless Networks; (2001) https://doi.org/10.1117/12.434444
Event: ITCom 2001: International Symposium on the Convergence of IT and Communications, 2001, Denver, CO, United States
Abstract
Recent advances in wireless communications and MEMS technology have led to the development of wireless sensor networks with a large number of small sensing devices. Most of these wireless sensor networks are motivated by the increases in sensing coverage and performance that can potentially be achieved through effective sensor data fusion. However, as the density of a wireless sensor network grows, the likelihood of transmission collisions among sensor nodes can increase simultaneously. In this paper, we consider a class of wireless sensor networks and show that there can exist fundamental limits on their performance based on recent results on the capacity of wireless networks. We study a simple distributed detection problem with wireless sensor networks and investigate the scalability of several common data fusion architecture under appropriate assumptions on the sensor models.
© (2001) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
I-Jeng Wang, I-Jeng Wang, Steven D. Jones, Steven D. Jones, } "Scalability of a class of wireless sensor networks", Proc. SPIE 4531, Modeling and Design of Wireless Networks, (27 July 2001); doi: 10.1117/12.434444; https://doi.org/10.1117/12.434444
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