Title :
On Statistical Properties of Co-channel Interference in OFDM Systems
Author :
Cheng Feng ; Hongyu Cui ; Meng Ma ; Bingli Jiao
Author_Institution :
Wireless Commun. & Signal Process. Res. Center, Peking Univ., Beijing, China
Abstract :
Co-channel interference is a key problem in orthogonal frequency division multiplexing (OFDM) wireless communication systems. Channel coding is an effective means of combating the interference. In order to achieve a good decoding performance, the accurate interference distribution should be known at receiver. In most of the previous studies, the co-channel interference was usually modeled as a Gaussian random variable, however, was found to be inaccurate for OFDM cellular systems recently in few works. In this paper, we study the statistic properties of co-channel interference in wireless OFDM systems. By using Monte Carlo simulation and curve-fitting, non-Gaussian distributions are found to be more accurate than the Gaussian distribution. Based on the derived interference distributions, the log-likelihood ratio (LLR) in a maximum a posteriori (MAP) decoder is calculated to enhance the error correction ability. Simulation results show that a dramatic performance gain can be achieved by using the derived interference distributions compared to the conventional decoder using the Gaussian model.
Keywords :
Monte Carlo methods; OFDM modulation; cellular radio; channel coding; cochannel interference; curve fitting; error correction; interference suppression; maximum likelihood decoding; Gaussian random variable; LLR; MAP; Monte Carlo simulation; OFDM cellular systems; OFDM wireless communication systems; channel coding; cochannel interference distributions; curve-fitting; error correction ability enhancement; log-likelihood ratio; maximum a posteriori decoder; nonGaussian distributions; orthogonal frequency division multiplexing wireless communication systems; performance gain; statistical properties; Decoding; Interference; Nickel; OFDM; Phase shift keying; Transmitters; Co-channel interference; decoding; orthogonal frequency division multiplexing (OFDM);
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2013.101813.131297