High-order QAM fast carrier synchronization by an adaptive decision-directed EKF algorithm

A new Kalman carrier synchronization algorithm is developed for high-order QAM modulated signals which shows fast acquisition times and good frequency tracking performances. The proposed solution relies on a decision directed extended Kalman filter combined with a lock detector which determines the status of the synchronization process, modifying consequently the filter parameters. Simulation results show that, compared to the performance of a basic Kalman synchronization system, a tenfold improvement or better is achieved in terms of acquisition speed, while keeping a low residual phase noise.

[1]  Hyung-Jin Choi,et al.  Design of carrier recovery algorithm for high-order QAM with large frequency acquisition range , 2001, ICC 2001. IEEE International Conference on Communications. Conference Record (Cat. No.01CH37240).

[2]  J. Namiki,et al.  Carrier Recovery Systems for Arbitrarily Mapped APK Signals , 1982, IEEE Trans. Commun..

[3]  François Gagnon,et al.  A simple and fast carrier recovery algorithm for high-order QAM , 2005, IEEE Communications Letters.

[4]  Ara Patapoutian Application of Kalman filters with a loop delay in synchronization , 2002, IEEE Trans. Commun..

[5]  Roland E. Best Phase-Locked Loops , 1984 .

[6]  Simon Haykin,et al.  Adaptive filter theory (2nd ed.) , 1991 .

[7]  Dah-Chung Chang,et al.  Adaptive Carrier Synchronization Using Decision-Aided Kalman Filtering Algorithms , 2007, IEEE Transactions on Consumer Electronics.

[8]  Ioan Nafornita,et al.  Kalman noncoherent detection of CPFSK signals , 2010, 2010 8th International Conference on Communications.

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

[10]  Gerd Ascheid,et al.  Adaptive synchronization and channel parameter estimation using an extended Kalman filter , 1989, IEEE Trans. Commun..

[11]  Roland E. Best Phase-locked loops : design, simulation, and applications , 2003 .