Title :
Multiple-access insights from bounds on sensor localization
Author :
Venkatesh, Swaroop ; Buehrer, R. Michael
Author_Institution :
Mobile & Portable Radio Res. Group, Virginia Tech, Blacksburg, VA
Abstract :
In this paper, we build on known bounds on localization in sensor networks and provide new insights that can be used in multiple-access design from a localization perspective. Specifically, we look at the Cramer-Rao lower bound (CRLB)for the estimation of a sensor\´s location given unbiased Gaussian range estimates from a set of location-aware "anchor" nodes. A novel characterization of the accuracy of sensor location-estimates is derived, which provides new insights into the design of multiple-access schemes from the perspective of sensor localization accuracy. These insights are validated through the investigation of the performance of a spread-spectrum based multiple-access scheme in an ultra-wideband sensor network
Keywords :
Gaussian processes; multi-access systems; spread spectrum communication; ultra wideband communication; wireless sensor networks; CRLB; Cramer-Rao lower bound; Gaussian range estimation; sensor localization; spread-spectrum based multiple-access scheme; ultra-wideband sensor network; Agriculture; Costs; Cross layer design; Energy efficiency; Monitoring; Peer to peer computing; Sensor phenomena and characterization; Spread spectrum communication; Ultra wideband technology; Wireless sensor networks;
Conference_Titel :
World of Wireless, Mobile and Multimedia Networks, 2006. WoWMoM 2006. International Symposium on a
Conference_Location :
Buffalo-Niagara Falls, NY
Print_ISBN :
0-7695-2593-8
DOI :
10.1109/WOWMOM.2006.77