TY - GEN
T1 - Radio location using pattern matching techniques in fixed wireless communication networks
AU - Lei, Qiu
AU - Kennedy, Rodney A.
PY - 2007
Y1 - 2007
N2 - In this paper we propose a practical radio location scheme for fixed wireless networks, relying on only one base station. We exploit the already available channel impulse response (CIR) of fixed wireless terminals as a location fingerprint in wireless localisation. We show and interpret why the localisation accuracy achieved by the support vector machine (SVM) has no significant improvement compared to general instance-based learning algorithms.
AB - In this paper we propose a practical radio location scheme for fixed wireless networks, relying on only one base station. We exploit the already available channel impulse response (CIR) of fixed wireless terminals as a location fingerprint in wireless localisation. We show and interpret why the localisation accuracy achieved by the support vector machine (SVM) has no significant improvement compared to general instance-based learning algorithms.
UR - http://www.scopus.com/inward/record.url?scp=46749145820&partnerID=8YFLogxK
U2 - 10.1109/ISCIT.2007.4392172
DO - 10.1109/ISCIT.2007.4392172
M3 - Conference contribution
SN - 1424409772
SN - 9781424409778
T3 - ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings
SP - 1054
EP - 1059
BT - ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings
T2 - ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies
Y2 - 16 October 2007 through 19 October 2007
ER -