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
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