Title :
Design of an adaptive Kalman equalizer and its performance over fading multipath channels
Author :
Murakami, Keishi ; Ueda, Koji ; Takano, Michiaki ; Fujino, Tadashi
Author_Institution :
Mitsubishi Electr. Corp., Kamakura City, Japan
Abstract :
The development of an adaptive equalizer for mobile radio using the Kalman algorithm is addressed, including an assessment of its performance by means of computer simulation and hardware experimentation. The adaptive equalizer consists of a fractionally spaced decision feedback equalizing element and a tap-coefficient-update element. Tap coefficients are updated based on the Kalman filter algorithm. Details for the parameters are given, such as the number of taps, the quantization number of bits, and the forgetting factor. Hardware of the equalizer consists of a digital signal processor and a few finite impulse response digital filters implemented on some LSI chips where the tap coefficients are adaptively changeable. A bit error ratio (BER) of less than 10-2 is achieved, and remarkable improvement is observed compared with the unequalized performance. It is shown that the adaptive equalizer is useful for fading multipath channels
Keywords :
Kalman filters; adaptive filters; digital filters; equalisers; fading; large scale integration; mobile radio systems; telecommunication channels; BER; FIR filters; Kalman filter algorithm; LSI chips; adaptive Kalman equalizer; bit error ratio; computer simulation; decision feedback equaliser; digital signal processor; fading multipath channels; finite impulse response digital filters; forgetting factor; fractionally spaced equaliser; mobile radio; tap-coefficient-update element; Adaptive equalizers; Computer simulation; Decision feedback equalizers; Digital filters; Digital signal processors; Hardware; Kalman filters; Land mobile radio; Quantization; Signal processing algorithms;
Conference_Titel :
Vehicular Technology Conference, 1990 IEEE 40th
Conference_Location :
Orlando, FL
DOI :
10.1109/VETEC.1990.110385