DocumentCode :
1986797
Title :
Distributed High Accuracy Peer-to-Peer Localization in Mobile Multipath Environments
Author :
Ekambaram, Venkatesan N. ; Ramchandran, Kannan
Author_Institution :
Dept. of EECS, Univ. of California, Berkeley, CA, USA
fYear :
2010
fDate :
6-10 Dec. 2010
Firstpage :
1
Lastpage :
5
Abstract :
In this paper we consider the problem of high accuracy localization of mobile nodes in a multipath-rich environment where sub-meter accuracies are required. We employ a peer to peer framework where the vehicles/nodes can get pairwise multipath-degraded ranging estimates in local neighborhoods together with a fixed number of anchor nodes. The challenge is to overcome the multipath-barrier with redundancy in order to provide the desired accuracies especially under severe multipath conditions when the fraction of received signals corrupted by multipath is dominating. We invoke a message passing analytical framework based on particle filtering and reveal its high accuracy localization promise through simulations.
Keywords :
message passing; mobile computing; particle filtering (numerical methods); peer-to-peer computing; message passing analytical framework; mobile multipath environment; mobile nodes; multipath-rich environment; particle filtering; peer-to-peer localization; Accuracy; Graphical models; Hidden Markov models; Mobile communication; Peer to peer computing; Random variables; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location :
Miami, FL
ISSN :
1930-529X
Print_ISBN :
978-1-4244-5636-9
Electronic_ISBN :
1930-529X
Type :
conf
DOI :
10.1109/GLOCOM.2010.5683431
Filename :
5683431
Link To Document :
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