Paper Info
Title
On the performance of mobile terminal tracking in urban GSM networks using particle filters
Abstract
A particle filter (PF) and a Rao-Blackwellized particle filter (RBPF) are proposed for mobile terminal tracking in the Global System for Mobile Communication (GSM) network based on received signal level and timing advance measurements. The proposed PF and RBPF are able to cope with errors due to non-line-of-sight propagation, which are modelled as non-Gaussian disturbances. The proposed algorithms have been tested on synthetic and “real world” GSM measurements, and their enhanced performance compared to an extended Kalman filter is shown.
Year
DOI
Venue
2009
10.5281/zenodo.41608
Glasgow
Keywords
Field
DocType
cellular radio,mobility management (mobile radio),particle filtering (numerical methods),recursive estimation,global system for mobile communication,rao-blackwellized particle filter,mobile terminal tracking,nonline-of-sight propagation,received signal level,timing advance measurements,urban gsm networks,nonlinear optics,measurement uncertainty,gsm,mobile communication,signal processing
Signal processing,Extended Kalman filter,GSM,Simulation,Computer science,Particle filter,Timing advance,Measurement uncertainty,Real-time computing,Signal strength,Mobile telephony
Conference
ISBN
Citations 
PageRank 
978-161-7388-76-7
4
0.45
References 
Authors
8
2
Name
Order
Citations
PageRank
Carsten Fritsche115714.72
Anja Klein223218.18