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|Title:||Complexity reduction of high-speed FIR filters using micro-genetic algorithm|
|Citation:||Cen, L.,Lian, Y. (2004). Complexity reduction of high-speed FIR filters using micro-genetic algorithm. International Symposium on Control, Communications and Signal Processing, ISCCSP : 419-422. ScholarBank@NUS Repository.|
|Abstract:||In the ASIC implementation, a long FIR filter can operate at high speed without pipelining if it is factorized into several short filters whose coefficients are in the form of the sum of signed powers-of-two terms. Such implementation reduces the hardware cost and lowers the power consumption significantly as it requires no multipliers. This paper presents a filter synthesis method that factorizes a long filter into several short filters and quantizes the coefficients of all short filters into signed powers-of-two values simultaneously using micro-genetic algorithm (μGA). The proposed μGA speeds up the optimization process greatly compared to conventional GA.|
|Source Title:||International Symposium on Control, Communications and Signal Processing, ISCCSP|
|Appears in Collections:||Staff Publications|
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