Adaptive filter theory (3rd ed.)
Adaptive filter theory (3rd ed.)
ICASSP '00 Proceedings of the Acoustics, Speech, and Signal Processing, 2000. on IEEE International Conference - Volume 01
Design of an extended Kalman filter frequency tracker
IEEE Transactions on Signal Processing
Prediction in LMS-type adaptive algorithms for smoothly timevarying environments
IEEE Transactions on Signal Processing
IEEE Transactions on Information Theory
A space-time coding modem for high-data-rate wireless communications
IEEE Journal on Selected Areas in Communications
Optimal tracking of time-varying channels: a frequency domain approach for known and new algorithms
IEEE Journal on Selected Areas in Communications
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In this paper, we are concerned with the implementation of second-order LMS (SOLMS) based wireless channel tracking under imperfect carrier synchronization. First, we present a performance analysis of the SOLMS based wireless channel tracking in the presence of carrier-frequency offset. With this analysis, we study how carrier-frequency offset affects the performance of the SOLMS based tracking designed under perfect carrier synchronization. Our studies show that only when high quality oscillators are employed can we take the carrier-frequency offset as part of the fading channel gain and perform adaptive wireless channel tracking directly. Then, under the framework of extended Kalman filtering, we propose an adaptive joint wireless channel tracking and carrier-frequency offset compensation method that can be simplified to a SOLMS based channel tracking with an incorporated second-order digital phase-locked loop. Monte-Carlo simulations under an IS-136 like environment are performed to support the theoretical analysis and to demonstrate the performance of the proposed method.