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Applications to Communications

A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation


Precise estimation of synchronization parameters is essential for reliable
data detection in digital communications and phase errors can
result in significant performance degradation. The literature on estimation
of synchronization parameters, including the carrier frequency
offset, are based on approximations or heuristics because
the optimal estimation problem is analytically intractable for most
cases of interest. We develop an online Bayesian inference procedure
for blind estimation of the frequency offset, for arbitrary signal

Paper Details

Authors:
Keith W. Forsythe
Submitted On:
23 February 2016 - 1:43pm
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Document Files

SeqBayesInfBlindFreqEst_sigport.pdf

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[1] Keith W. Forsythe, "A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/213. Accessed: Apr. 23, 2019.
@article{213-15,
url = {http://sigport.org/213},
author = {Keith W. Forsythe },
publisher = {IEEE SigPort},
title = {A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation},
year = {2015} }
TY - EJOUR
T1 - A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation
AU - Keith W. Forsythe
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/213
ER -
Keith W. Forsythe. (2015). A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation. IEEE SigPort. http://sigport.org/213
Keith W. Forsythe, 2015. A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation. Available at: http://sigport.org/213.
Keith W. Forsythe. (2015). "A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation." Web.
1. Keith W. Forsythe. A Sequential Bayesian Inference Framework for Blind Frequency Offset Estimation [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/213