DocumentCode
3542151
Title
Bayesian estimators by particle filtering
Author
Ribeiro, Rafael Oliveira ; Mussi, Alex Miyamoto ; Abrão, Taufik
Author_Institution
Lab. of Commun. & Signal Process., State Univ. of Londrina, Londrina, Brazil
fYear
2011
fDate
Oct. 29 2011-Nov. 1 2011
Firstpage
601
Lastpage
605
Abstract
This paper analyzes the main resampling methods associated to the Bayesian estimation technique namely Particle Filter (PF), trying to confirm by computational simulation the viability and efficiency of PF deployment on the radio mobile channel coefficient estimation. Also, this work establishes which of those resampling methods are more promising in terms of performance versus complexity trade-off.
Keywords
Bayes methods; mobile radio; particle filtering (numerical methods); wireless channels; Bayesian estimation technique; PF deployment; particle filtering; radio mobile channel coefficient estimation; Bayesian methods; Channel estimation; Complexity theory; Estimation; Monte Carlo methods; Particle filters; Simulated annealing;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave & Optoelectronics Conference (IMOC), 2011 SBMO/IEEE MTT-S International
Conference_Location
Natal
ISSN
Pending
Print_ISBN
978-1-4577-1662-1
Type
conf
DOI
10.1109/IMOC.2011.6169393
Filename
6169393
Link To Document