Title :
Variable step adaptive equalizer for digital mobile radio
Author :
Chui, Goh Chui ; Sha´ameri, Ahmad Zuri ; Isamil, I.
Author_Institution :
Universiti Teknologi Malaysia, Kual Lumpur, Malaysia
Abstract :
In a digital mobile radio system, an adaptive equalizer is introduced at the receiver to remove the effect of intersymbol interference. The digital mobile radio signal system requires a fast converging adaptive equalizer algorithm. The well-known conventional LMS algorithm has proven to be incapable of handling such environment. Thus, this has led into studies on other faster and more complex algorithms such as RLS and Kalman algorithm. Another alternative to these algorithms is analyzed namely the variable step LMS (VSLMS) algorithm. The performance of the VSLMS algorithm, which is based on the LMS algorithm with variable step size, is studied under a digital mobile environment. Simulation results are also presented to prove the superiority of the performance of the VSLMS algorithm compared to the LMS algorithm
Keywords :
adaptive equalisers; cellular radio; convergence of numerical methods; digital radio; interference suppression; intersymbol interference; land mobile radio; least mean squares methods; radiofrequency interference; time division multiple access; Kalman algorithm; LMS algorithm; RLS algorithm; TDMA; VSLMS algorithm; adaptive equalizer algorithm; digital mobile environment; digital mobile radio system; intersymbol interference suppression; receiver; simulation results; variable step LMS algorithm; variable step adaptive equalizer; variable step size; Adaptive equalizers; Baseband; Bit error rate; Decision feedback equalizers; Finite impulse response filter; Intersymbol interference; Land mobile radio; Least squares approximation; Maximum likelihood estimation; Receivers;
Conference_Titel :
Singapore ICCS '94. Conference Proceedings.
Print_ISBN :
0-7803-2046-8
DOI :
10.1109/ICCS.1994.474094