Title :
Blind channel and carrier frequency offset estimation using periodic modulation precoders
Author :
Serpedin, Erchin ; Chevreuil, Antoine ; Giannakis, Georgios B. ; Loubaton, Philippe
Author_Institution :
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
fDate :
8/1/2000 12:00:00 AM
Abstract :
Previous results have shown that blind channel estimators, which are resilient to the location of channel zeros, color of additive stationary noise, and channel order overestimation errors, can be developed for communication systems equipped with transmitter-induced cyclostationarity precoders. The present paper extends these blind estimation approaches to the more general problem of estimating the unknown intersymbol interference (ISI) and carrier frequency offset/Doppler effects using such precoders. An all-digital open-loop carrier frequency offset estimator is developed, and its asymptotic (large sample) performance is analyzed and compared to the Cramer-Rao bound (CRB). A subspace-based channel identification approach is proposed for estimating, in closed-form, the unknown channel, regardless of the channel spectral nulls. It is shown that compensating for the carrier frequency offset introduces no penalty in the asymptotic performance of the subspace channel estimator. Simulations are presented to corroborate the performance of the proposed algorithms
Keywords :
Doppler effect; encoding; frequency estimation; identification; intersymbol interference; modulation; phase shift keying; quadrature amplitude modulation; BPSK; Cramer-Rao bound; ISI estimation; QAM; additive stationary noise; algorithms performance; all-digital open-loop estimator; asymptotic performance; blind channel estimation; carrier frequency offset compensation; carrier frequency offset estimation; carrier frequency offset/Doppler effects; channel order overestimation errors; channel spectral nulls; channel zeros location; communication systems; intersymbol interference; large sample performance; periodic modulation precoders; simulations; subspace channel estimator; subspace-based channel identification; transmitter-induced cyclostationarity precoders; Additive noise; Colored noise; Convergence; Doppler effect; Equalizers; Frequency estimation; Intersymbol interference; Mobile communication; Performance analysis; Signal processing algorithms;
Journal_Title :
Signal Processing, IEEE Transactions on