Title :
Poster abstract: Range-based localization in sensor networks: Localizability and accuracy
Author :
Liang Heng ; Gao, Grace Xingxin
Author_Institution :
Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
Localizability and accuracy are two fundamental problems in many range-based localization schemes for sensor networks. This poster addresses the two problems theoretically by introducing two new concepts: the effective degree and the lower bound of geometric dilution of precision (GDOP). We prove that the network is not localizable unless the average effective degree is greater than or equal to the dimension of the location space. We further show that the average localization accuracy is approximately inversely proportional to the average degree.
Keywords :
distance measurement; network theory (graphs); sensor placement; wireless sensor networks; GDOP; geometric dilution of precision; localization accuracy; location space; range-based localization; sensor network; Accuracy; Covariance matrices; Distance measurement; Mobile computing; Synchronization; Vectors; Wireless sensor networks; Sensor networks; accuracy; dilution of precision; localizability; localization; positioning;
Conference_Titel :
Information Processing in Sensor Networks (IPSN), 2013 ACM/IEEE International Conference on
Conference_Location :
Philadelphia, PA
DOI :
10.1109/IPSN.2013.6917600