DocumentCode :
698381
Title :
A factor graph approach to design close-to-optimal receivers in the presence of a timing uncertainty
Author :
Herzet, Cedric ; Ramon, Valery ; Vandendorpe, Luc
Author_Institution :
Commun. Lab., Univ. catholique de Louvain, Louvain-la-Neuve, Belgium
fYear :
2005
fDate :
4-8 Sept. 2005
Firstpage :
1
Lastpage :
4
Abstract :
This paper considers the design of close-to-optimal receivers in the presence of a timing uncertainty. The problem is placed into the factor-graph and the sum-product (SP) algorithm framework. A simplified version of the SP algorithm is considered and the expectation-maximization (EM) algorithm is used to implement it. The proposed approach, combining the SP and EM algorithms, is shown to outperform classical approaches while exhibiting a low complexity.
Keywords :
expectation-maximisation algorithm; graph theory; receivers; timing; close-to-optimal receivers; expectation-maximization algorithm; factor-graph algorithm framework; sum-product algorithm framework; timing uncertainty; Algorithm design and analysis; Approximation methods; Complexity theory; Maximum likelihood estimation; Receivers; Synchronization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1
Type :
conf
Filename :
7077966
Link To Document :
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