DocumentCode
3240888
Title
On the effect of movement on the localization accuracy in practical wireless networks
Author
Van de Velde, Samuel ; Steendam, Heidi
Author_Institution
Dept. of Telecommun. & Inf. Process. (TELIN), Ghent Univ., Ghent, Belgium
fYear
2013
fDate
21-21 Nov. 2013
Firstpage
1
Lastpage
5
Abstract
The problem of localization involves estimating the position of a user from a number of noisy sensor measurements. In a practical wireless network, these sensor measurements cannot be collected instantaneously and arrive after a certain delay. In a dynamic scenario where the users move around, this delay will render some measurements out-dated and, if not taken into account, have a negative effect on the localization performance. This paper consists of two parts, in the first part we investigate the effect of user movement on the measurement models for ranging. In the second part we use these models to analyze the impact of movement on the accuracy of the position estimate by means of the Cramer-Rao lower bound (CRLB) which bounds the performance of the estimation.
Keywords
estimation theory; position measurement; wireless channels; CRLB; Cramer-Rao lower bound; localization accuracy; measurements out-dated; movement effect; noisy sensor measurements; position estimation; practical wireless networks; ranging measurement; user movement; Accuracy; Approximation methods; Covariance matrices; Delays; Distance measurement; Measurement uncertainty; Phase measurement; CRLB; Localization; dynamic; movement;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Vehicular Technology in the Benelux (SCVT), 2013 IEEE 20th Symposium on
Conference_Location
Namur
Type
conf
DOI
10.1109/SCVT.2013.6736005
Filename
6736005
Link To Document