Title :
Efficient algorithm of adaptive filtering for real-time applications
Author_Institution :
Dept. of Electron. & Comput. Sci., Tech. Univ. Lodz, Poland
Abstract :
An effective algorithm based on the affine projection (AF) algorithm for high-frequency adaptive applications has been proposed. The efficiency of the algorithm can be improved by using mixed digital-analog realization of adaptive FIR filters. Switched capacitor and current mode processing of sampled data is an attractive signal processing method. Among the main features deciding on the method attractiveness, the ability to operate at high frequencies and with low power supply is very important. An additional advantage is the simplicity of implementing various mathematical operations, such as summation, inversion and multiplication. Additionally, the switched current circuits can be easily manufactured in standard CMOS processes. Owing to the above advantages the current mode techniques are commonly used in discrete-time analog signal processing, neural networks, A/D and D/A conversion
Keywords :
CMOS integrated circuits; FIR filters; adaptive filters; adaptive signal processing; analogue processing circuits; analogue-digital conversion; digital filters; digital-analogue conversion; filtering theory; mixed analogue-digital integrated circuits; neural chips; real-time systems; switched capacitor filters; switched current circuits; ADC; CMOS processes; DAC; HF operation; adaptive FIR filters; adaptive filtering; affine projection algorithm; current mode processing; discrete-time analog signal processing; efficient algorithm; high-frequency adaptive applications; inversion; low power supply; mathematical operations; mixed digital-analog realization; multiplication; neural networks; real-time applications; sampled data; signal processing; summation; switched capacitor processing; switched current circuits; Adaptive filters; Adaptive signal processing; Capacitors; Digital-analog conversion; Filtering algorithms; Finite impulse response filter; Frequency; Power supplies; Signal processing algorithms; Switching circuits;
Conference_Titel :
Adaptive Systems for Signal Processing, Communications, and Control Symposium 2000. AS-SPCC. The IEEE 2000
Conference_Location :
Lake Louise, Alta.
Print_ISBN :
0-7803-5800-7
DOI :
10.1109/ASSPCC.2000.882489