Title :
Timing phase offset recovery based on dispersion minimization
Author :
Chung, Wonzoo ; Sethares, William A. ; Johnson, C. Richard, Jr.
Author_Institution :
Dotcast Inc., Kent, WA, USA
fDate :
3/1/2005 12:00:00 AM
Abstract :
This paper presents a blind timing phase offset recovery scheme that attempts to optimize the baud spaced equalizer output mean square error (MSE) for a realistic equalizer length that is usually shorter than the ideal length. Among the existing blind timing recovery schemes, few are designed for equalizer output MSE optimization, and none are designed for the realistic case when the equalizer is short. The proposed algorithm (that is based on a cost function that minimizes the dispersion of the received signal) attempts to minimize the MSE of a one-tap equalizer output. It also exhibits good performance for relatively short equalizers. Conditions for the unimodality of the dispersion minimization cost are investigated, and a geometric relationship to the minimum MSE (MMSE) timing offset is shown qualitatively. The detailed MSE performance of the algorithm is investigated for the representing classes of channels by comparing existing blind timing offset estimation schemes.
Keywords :
blind equalisers; mean square error methods; minimisation; synchronisation; adaptive blind synchronization; baud spaced equalizer; blind timing recovery scheme; dispersion minimization; mean square error method; optimization; timing phase offset recovery; Bandwidth; Cost function; Design optimization; Digital communication; Dispersion; Equalizers; Mean square error methods; Sampling methods; Signal sampling; Timing; Adaptive blind synchronization; MMSE timing offset; timing offset recovery;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2004.842211