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