DocumentCode
1765677
Title
UWB-based localization in large indoor scenarios: optimized placement of anchor nodes
Author
Monica, Stefania ; Ferrari, Gianluigi
Author_Institution
Dept. of Inf. Eng., Univ. of Parma, Parma, Italy
Volume
51
Issue
2
fYear
2015
fDate
42095
Firstpage
987
Lastpage
999
Abstract
In this paper, we consider the problem of locating a target node (TN) moving along a corridor in a large industrial environment by means of ultrawide band signaling from fixed anchor nodes (ANs) uniformly positioned at the same height on both sides of the corridor. For a representative geometry of a large indoor (industrial) scenario, we formulate an analytical approach to the optimized placement (in terms of internode distance) of ANs using the criterion of minimizing the average mean square error (MSE) in the time-difference-of-arrival-based estimated positions of the TN. Under the assumption of a fixed variance of the range estimation error, we derive a simple closed-form expression for the optimal inter-AN distance in terms of the corridor width and the height of the ANs. The effectiveness of the analytical approach is confirmed by simulations. We also show that the proposed approach allows the MSE in the TN position estimates to reach the Cramer Rao lower bound.
Keywords
indoor navigation; mean square error methods; time-of-arrival estimation; ultra wideband communication; AN; Cramer Rao lower bound; MSE minimization; TN localization; UWB-based localization; anchor node placement; average mean square error minimization; indoor scenarios; range estimation error; target node localization; time-difference-of-arrival estimation; ultrawide band signaling; Approximation methods; Closed-form solutions; Covariance matrices; Estimation error; Mathematical model; Synchronization;
fLanguage
English
Journal_Title
Aerospace and Electronic Systems, IEEE Transactions on
Publisher
ieee
ISSN
0018-9251
Type
jour
DOI
10.1109/TAES.2014.130722
Filename
7126159
Link To Document