A modified constant modulus algorithm for adaptive channel equalization for QAM signals

A modified constant modulus algorithm (MCMA) for adaptive equalization of the wireless indoor channel for QAM signals is presented. The algorithm minimizes an error cost function that includes both the amplitude and phase of the equalizer output. In addition to the amplitude-dependent term that is provided by the conventional constant modulus algorithm (CMA), the cost function includes a signal constellation matched error (CME) term. This term speeds up convergence and allows the equalizer to switch to decision directed (DD), or any soft-decision mode, faster than the CMA applied alone. The constellation-matched error term is constructed using polynomials with desirable properties. The MCMA is applied to a decision feedback equalizer and shown to provide improved performance over dual mode techniques.

[1]  J. Treichler,et al.  A new approach to multipath correction of constant modulus signals , 1983 .

[2]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[3]  Moeness G. Amin,et al.  Adaptive equalization techniques for indoor dynamic wireless communication channels , 2001, SPIE Defense + Commercial Sensing.

[4]  Monisha Ghosh Blind decision feedback equalization for terrestrial television receivers , 1998 .

[5]  Hyeonseok Hwang,et al.  Adaptive blind equalization coupled with carrier recovery for HDTV modem , 1993 .

[6]  John J. Shynk,et al.  Comparative performance study of several blind equalization algorithms , 1991, Optics & Photonics.

[7]  Zhichen Xu,et al.  Demodulation of amplitude modulated signals in the presence of multipath , 2000, Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing (Cat. No.00TH8496).

[8]  Ta-Hsin Li,et al.  A blind equalizer for nonstationary discrete-valued signals , 1997, IEEE Trans. Signal Process..

[9]  S. Barbarossa,et al.  Blind equalization using cost function matched to the signal constellation , 1997, Conference Record of the Thirty-First Asilomar Conference on Signals, Systems and Computers (Cat. No.97CB36136).

[10]  Philip Schniter,et al.  Blind equalization using the constant modulus criterion: a review , 1998, Proc. IEEE.