Title :
Adaptive tap allocation decision feedback equalizer for multipath channel
Author :
Park, Jae Hong ; Choi, Jung Min ; Kim, Min Ho ; Kim, Jung Su ; Chong, Jong Wha
Author_Institution :
Dept. of Electron. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
This paper proposes an adaptive tap allocation technique based on the Kalman algorithm for minimizing the number of taps which are used for updating the equalizer coefficient. The conventional equalizer needs many taps to be adequate for the multipath channel with a long delay, which causes a high computational complexity for updating the coefficient. We propose a new method that the energy of tap and the channel delay length are observed during a training period and then the taps having negligible energy are gradually excluded from the coefficient update every channel delay length. The remaining taps form a new coefficient vector that reduces the computational complexity without any performance degradation. The proposed structure is simulated on the channel of the North American terrestrial high definition television (HDTV). Simulation results show that the computational complexity is almost 25 times lower than that of the conventional structure with the same convergence speed and mean square error (MSE) rate.
Keywords :
Kalman filters; adaptive equalisers; computational complexity; convergence of numerical methods; decision feedback equalisers; delays; high definition television; mean square error methods; multipath channels; HDTV; Kalman algorithm; MSE rate; North America; adaptive tap allocation DFE; channel delay length; coefficient vector; computational complexity reduction; convergence speed; decision feedback equalizer; equalizer coefficient updating; high computational complexity; mean square error rate; multipath channel; simulation results; tap energy; terrestrial high definition television; training period; Computational complexity; Computational modeling; Convergence; Decision feedback equalizers; Degradation; Delay; HDTV; Kalman filters; Multipath channels; TV;
Conference_Titel :
Communication Systems, 2002. ICCS 2002. The 8th International Conference on
Print_ISBN :
0-7803-7510-6
DOI :
10.1109/ICCS.2002.1182441