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