Title
Interference suppression using EM algorithm in OFDM transmissions
Abstract
Interference detection and suppression schemes are proposed for coded OFDM systems in the presence of narrowband interference. Previously proposed interference detection schemes perform with a recursive forward error correcting (FEC) decoding, thus its calculation is heavy. The proposed scheme is based on an expectation maximization (EM) algorithm to detect the interference before the FEC decoding process. The complexity is reduced because the FEC decoding is performed only once. Simulation results indicate that the proposed scheme achieves almost the same bit error rate performance as the conventional scheme, while decreasing the times of the FEC decoding.
Year
DOI
Venue
2014
10.1109/GLOCOM.2014.7037307
Global Communications Conference
Keywords
Field
DocType
OFDM modulation,error statistics,expectation-maximisation algorithm,forward error correction,interference suppression,iterative decoding,modulation coding,radiocommunication,recursive estimation,signal detection,EM algorithm,bit error rate performance,coded OFDM transmission system,expectation maximization algorithm,forward error correction,interference suppression scheme,narrowband interference detection scheme,recursive FEC iterative decoding,wireless communication
Forward error correction,Expectation–maximization algorithm,Computer science,Algorithm,Real-time computing,Theoretical computer science,Interference (wave propagation),Decoding methods,Narrowband interference,Recursion,Orthogonal frequency-division multiplexing,Bit error rate
Conference
ISSN
Citations 
PageRank 
2334-0983
1
0.37
References 
Authors
14
4
Name
Order
Citations
PageRank
Naotoshi Yoda110.37
Tomoaki Ohtsuki232172.40
Jun Mashino31411.25
Takatoshi Sugiyama44817.44