Title :
Two-stage interference-resistant adaptive periodically time-varying CMA blind equalization
Author :
Gelli, Giacinto ; Verde, Francesco
Author_Institution :
Dipartimento di Ingegneria Elettronica e delle Telecomunicazioni, Naples Univ., Italy
fDate :
3/1/2002 12:00:00 AM
Abstract :
We consider the problem of blindly equalizing a digital communication signal distorted by a linear time-invariant channel and contaminated by severe co-channel or adjacent-channel digital interference under the assumption that the latter exhibits a different symbol rate from the desired signal. The proposed equalizer is composed of two stages that are both periodically time-varying (PTV) in order to better match the periodical statistics of the received signal. The first stage employs linear PTV filtering to mitigate interference, thus allowing the second stage, based on the constant modulus algorithm (CMA), to reliably recover the transmitted information symbols. Computer simulations confirm the effectiveness of the new approach, and comparisons with existing blind methods show that a significant performance gain can be attained
Keywords :
adaptive equalisers; adjacent channel interference; blind equalisers; cochannel interference; digital communication; filtering theory; statistical analysis; time-varying filters; ACI; CCI; adjacent-channel digital interference; co-channel digital interference; computer simulations; constant modulus algorithm; digital communication signal; linear periodically time-varying filtering; linear time-invariant channel; periodical statistics; periodically time-varying CMA; periodically time-varying equalizer; received signal; symbol rate; two-stage interference-resistant adaptive equalization; Blind equalizers; Computer simulation; Digital communication; Distortion; Filtering algorithms; Information filtering; Information filters; Interference; Nonlinear filters; Statistics;
Journal_Title :
Signal Processing, IEEE Transactions on