DocumentCode :
1881076
Title :
On the Use of Cooperation to Enhance the Location Estimation Accuracy
Author :
Frattasi, Simone ; Monti, Marco
Author_Institution :
Aalborg Univ., Aalborg
fYear :
2006
fDate :
6-8 Sept. 2006
Firstpage :
545
Lastpage :
549
Abstract :
In this paper, we propose an innovative solution for positioning determination in 4G wireless networks by introducing the ad-coop positioning system (ACPS). The ACPS is supported by a hybrid cellular ad-hoc architecture, where the cellular network has a centralized control over the ad-hoc connections among pairs of mobiles. Specifically, P2P communications are exploited in a mesh fashion within cellular-established clusters for cooperation-aided localization purposes (from that, the word ad-coop is derived). The major contribution of this work is the design of the data fusion method for the ACPS, which appropriately combines and weights the long- and short-range location information in a non-linear least square (NLLS) minimization procedure. The numerical results show that the ACPS enhances the location estimation accuracy with respect to conventional hybrid positioning techniques in cellular networks.
Keywords :
4G mobile communication; ad hoc networks; cellular radio; least squares approximations; minimisation; mobile computing; peer-to-peer computing; sensor fusion; 4G wireless networks; ACPS; NLLS minimization procedure; P2P communications; ad-coop positioning system; cellular network; centralized control; cooperation-aided localization purposes; data fusion method; hybrid cellular ad-hoc architecture; hybrid positioning techniques; location estimation accuracy; long-range location information; nonlinear least square minimization procedure; positioning determination; short-range location information; Ad hoc networks; Asset management; Cellular networks; Energy consumption; FCC; Goniometers; Land mobile radio cellular systems; Mobile communication; Resource management; Time measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communication Systems, 2006. ISWCS '06. 3rd International Symposium on
Conference_Location :
Valencia
Print_ISBN :
978-1-4244-0398-1
Electronic_ISBN :
978-1-4244-0398-1
Type :
conf
DOI :
10.1109/ISWCS.2006.4362358
Filename :
4362358
Link To Document :
بازگشت