Title :
Mobile-assisted localization in wireless sensor networks
Author :
Priyantha, Nissanka B. ; Balakrishnan, Hari ; Demaine, Erik D. ; Teller, Seth
Author_Institution :
Comput. Sci. & Artificial Intelligence Lab., MIT, Cambridge, MA, USA
Abstract :
The localization problem is to determine an assignment of coordinates to nodes in a wireless ad-hoc or sensor network that is consistent with measured pairwise node distances. Most previously proposed solutions to this problem assume that the nodes can obtain pairwise distances to other nearby nodes using some ranging technology. However, for a variety of reasons that include obstructions and lack of reliable omnidirectional ranging, this distance information is hard to obtain in practice. Even when pairwise distances between nearby nodes are known, there may not be enough information to solve the problem uniquely. This paper describes MAL, a mobile-assisted localization method which employs a mobile user to assist in measuring distances between node pairs until these distance constraints form a "globally rigid\´* structure that guarantees a unique localization. We derive the required constraints on the mobile\´s movement and the minimum number of measurements it must collect; these constraints depend on the number of nodes visible to the mobile in a given region. We show how to guide the mobile\´s movement to gather a sufficient number of distance samples for node localization. We use simulations and measurements from an indoor deployment using the Cricket location system to investigate the performance of MAL, finding in real-world experiments that MAL\´s median pairwise distance error is less than 1.5% of the true node distance.
Keywords :
ad hoc networks; indoor radio; mobile radio; telecommunication network reliability; wireless sensor networks; Cricket location system; indoor deployment; localization problem; mobile-assisted localization; node localization; pairwise node distances; reliable omnidirectional ranging; wireless ad-hoc; wireless sensor networks; Artificial intelligence; Computer science; Coordinate measuring machines; Distance measurement; Intelligent networks; Intelligent sensors; Laboratories; Reflection; Rotation measurement; Wireless sensor networks;
Conference_Titel :
INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE
Print_ISBN :
0-7803-8968-9
DOI :
10.1109/INFCOM.2005.1497889