Title :
Interference suppression using EM algorithm in OFDM transmissions
Author :
Yoda, Naotoshi ; Ohtsuki, Tomoaki ; Mashino, Jun ; Sugiyama, Takatoshi
Author_Institution :
Dept. of Inf. & Comput. Sci., Keio Univ., Yokohama, Japan
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.
Keywords :
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; Bit error rate; Decoding; Forward error correction; Interference; Iterative decoding; OFDM; Receivers;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2014 IEEE
Conference_Location :
Austin, TX
DOI :
10.1109/GLOCOM.2014.7037307