DocumentCode :
1262513
Title :
Synchronized per survivor MLSD receiver using a differential Kalman filter
Author :
Gazor, Saeed ; Rabiei, Amir Masoud ; Pasupathy, Subbarayan
Author_Institution :
Dept. of Electr. & Comput. Eng., Queen´´s Univ., Kingston, Ont., Canada
Volume :
50
Issue :
3
fYear :
2002
fDate :
3/1/2002 12:00:00 AM
Firstpage :
364
Lastpage :
368
Abstract :
A synchronized per survivor processing (PSP) maximum likelihood sequence detection (MLSD) receiver is presented for a fast frequency-selective Rayleigh fading channel and large carrier frequency offset. It is shown that, by incorporating the synchronization parameters (the timing error, carrier frequency and phase offsets) into the channel-impulse response (CIR) and modifying the resulting state-space model by a differential approach, the time-varying carrier frequency offset can be effectively tracked using a simple least mean square (LMS) estimator. New criteria are proposed based on the smoothness of the estimated channel derivatives. New criteria are proposed based on this fact that, for smoothly time-varying CIR and frequency offset, the magnitude of the CIR time derivative compared with the magnitude of CIR should be very small. It is illustrated that the new criteria and the conventional mean square error (MSE) are complementary
Keywords :
Kalman filters; Rayleigh channels; filtering theory; least mean squares methods; maximum likelihood detection; radio receivers; state-space methods; synchronisation; transient response; CIR time derivative; LMS estimator; MSE; carrier frequency offset; carrier phase offset; channel-impulse response; differential Kalman filter; differential approach; estimated channel derivatives smoothness; fast frequency-selective Rayleigh fading channel; least mean square estimator; maximum likelihood sequence detection; mean square error; state-space model; synchronization parameters; synchronized per survivor MLSD receiver; synchronized per survivor processing; time-varying CIR; time-varying carrier frequency offset; timing error; Fading; Frequency estimation; Frequency synchronization; Kalman filters; Least squares approximation; Maximum likelihood detection; Maximum likelihood estimation; Phase estimation; State estimation; Timing;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/26.990895
Filename :
990895
Link To Document :
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