DocumentCode :
324801
Title :
Polling strategies for mobile location estimation in a cellular system
Author :
Chen, Pi-Chun ; Holtzman, Jack M.
Author_Institution :
Wireless Inf. Network Lab., Rutgers Univ., Piscataway, NJ, USA
Volume :
1
fYear :
1998
fDate :
18-21 May 1998
Firstpage :
249
Abstract :
Several techniques have been introduced to estimate the mobile station (MS) location based on the range measurement data polled from a set of base stations (BSs). This paper considers the case when there are polling rate constraints on how often measurements from BSs can be obtained. Polling strategies are proposed. The difference between the strategies is how distributed in time are the BS pollings. An analytic framework is presented to gain the understanding of estimation accuracy by calculating the CRLB (Cramer-Rao lower bound) on the error of the estimation parameters and further applies the CRLB to estimate the location error by extrapolating ahead when no valid measurements are present. The performance of a least square estimator has been compared against this theoretical lower bound
Keywords :
cellular radio; extrapolation; least squares approximations; parameter estimation; tracking; Cramer-Rao lower bound; cellular system; estimation accuracy; extrapolation; least square estimator; mobile location estimation; polling strategies; range measurement data; Accuracy; Base stations; Cellular networks; Estimation error; Frequency measurement; Gain measurement; Intelligent networks; Lifting equipment; Parameter estimation; Position measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
Conference_Location :
Ottawa, Ont.
ISSN :
1090-3038
Print_ISBN :
0-7803-4320-4
Type :
conf
DOI :
10.1109/VETEC.1998.686573
Filename :
686573
Link To Document :
بازگشت