TY - GEN
T1 - Towards fine-grained radio-based indoor location
AU - Xiong, Jie
AU - Jamieson, Kyle
N1 - Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2012
Y1 - 2012
N2 - Location systems are key to a rich experience for mobile users. When they roam outdoors, mobiles can usually count on a clear GPS signal for an accurate location, but indoors, GPS usually fades, and so up until recently, mobiles have had to rely mainly on rather coarse-grained signal strength readings for location. What has changed this status quo is the recent trend of dramatically increasing numbers of antennas at the indoor AP, mainly to bolster capacity and coverage with multiple-input, multiple-output (MIMO) techniques. In the near future, the number of antennas at the access point will increase several-fold, to meet increasing demands for wireless capacity with MIMO links, spatial division multiplexing, and interference management. We thus observe an opportunity to revisit the important problem of localization with a fresh perspective. This paper presents the design and experimental evaluation of ArrayTrack, an indoor location system that uses MIMO-based techniques to track wireless clients in real time as they roam about a building. We prototype ArrayTrack on a WARP platform, emulating the capabilities of an inexpensive 802.11 wireless access point. Our results show that ArrayTrack can pinpoint 33 clients spread out over an indoor office environment to within a 36 cm location accuracy.
AB - Location systems are key to a rich experience for mobile users. When they roam outdoors, mobiles can usually count on a clear GPS signal for an accurate location, but indoors, GPS usually fades, and so up until recently, mobiles have had to rely mainly on rather coarse-grained signal strength readings for location. What has changed this status quo is the recent trend of dramatically increasing numbers of antennas at the indoor AP, mainly to bolster capacity and coverage with multiple-input, multiple-output (MIMO) techniques. In the near future, the number of antennas at the access point will increase several-fold, to meet increasing demands for wireless capacity with MIMO links, spatial division multiplexing, and interference management. We thus observe an opportunity to revisit the important problem of localization with a fresh perspective. This paper presents the design and experimental evaluation of ArrayTrack, an indoor location system that uses MIMO-based techniques to track wireless clients in real time as they roam about a building. We prototype ArrayTrack on a WARP platform, emulating the capabilities of an inexpensive 802.11 wireless access point. Our results show that ArrayTrack can pinpoint 33 clients spread out over an indoor office environment to within a 36 cm location accuracy.
KW - 802.11
KW - AoA
KW - ArrayTrack
KW - Indoor localization
KW - MIMO
KW - Multi-antenna system
KW - Wireless
UR - http://www.scopus.com/inward/record.url?scp=84860314120&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84860314120&partnerID=8YFLogxK
U2 - 10.1145/2162081.2162100
DO - 10.1145/2162081.2162100
M3 - Conference contribution
AN - SCOPUS:84860314120
SN - 9781450300056
T3 - HotMobile 2012 - 13th Workshop on Mobile Computing Systems and Applications
BT - HotMobile 2012 - 13th Workshop on Mobile Computing Systems and Applications
T2 - 13th Workshop on Mobile Computing Systems and Applications, HotMobile 2012
Y2 - 28 February 2012 through 29 February 2012
ER -