Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients
碩士 === 國立臺灣大學 === 電機工程學研究所 === 95 === Quadrature Mirror Filter banks is widely used in multirate system. It can divid input signal into several subband signals. Owing to human sense, like sense of hearing , sense of sight, is not uniformly distributed in frequency, Non-uniform Division Filter banks...
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ndltd-TW-095NTU054420422015-12-07T04:04:00Z http://ndltd.ncl.edu.tw/handle/12520157087976390843 Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients 具有2的次方項係數之FIR和IIR數位濾波器組最佳化設計 Hung-Chi Chen 陳鴻基 碩士 國立臺灣大學 電機工程學研究所 95 Quadrature Mirror Filter banks is widely used in multirate system. It can divid input signal into several subband signals. Owing to human sense, like sense of hearing , sense of sight, is not uniformly distributed in frequency, Non-uniform Division Filter banks is even more important than QMF in some aspects. In this thesis, we focus on both structure of filter banks. CORDIC algorithm is an approach to perform angle quantization. It can quantize coefficients in angle space which is denser than coefficient space. Besides, coefficients quantized by CORDIC algorithm can be represented in signed power of two form. In addition, the algorithm can be realized high speed and low complexity VLSI circuits, without using multiplier, need only shifter, multiplexer and adder. For these reasons, we propose CORDIC algorithm for optimal design. We also combine WLS algorithm and CORDIC algorithm or use genetic algorithm based on CORDIC algorithm. The results designed by these kinds of algorithm approximate to the results designed by continuous coefficient algorithm. Some design parameters are even better than later. We prove these algorithm which is worthy for further application. Ju-Hong Lee 李枝宏 2007 學位論文 ; thesis 142 zh-TW |
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碩士 === 國立臺灣大學 === 電機工程學研究所 === 95 === Quadrature Mirror Filter banks is widely used in multirate system. It can divid input signal into several subband signals. Owing to human sense, like sense of hearing , sense of sight, is not uniformly distributed in frequency, Non-uniform Division Filter banks is even more important than QMF in some aspects. In this thesis, we focus on both structure of filter banks.
CORDIC algorithm is an approach to perform angle quantization. It can quantize coefficients in angle space which is denser than coefficient space. Besides, coefficients quantized by CORDIC algorithm can be represented in signed power of two form. In addition, the algorithm can be realized high speed and low complexity VLSI circuits, without using multiplier, need only shifter, multiplexer and adder. For these reasons, we propose CORDIC algorithm for optimal design. We also combine WLS algorithm and CORDIC algorithm or use genetic algorithm based on CORDIC algorithm.
The results designed by these kinds of algorithm approximate to the results designed by continuous coefficient algorithm. Some design parameters are even better than later. We prove these algorithm which is worthy for further application.
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Ju-Hong Lee |
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Ju-Hong Lee Hung-Chi Chen 陳鴻基 |
author |
Hung-Chi Chen 陳鴻基 |
spellingShingle |
Hung-Chi Chen 陳鴻基 Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients |
author_sort |
Hung-Chi Chen |
title |
Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients |
title_short |
Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients |
title_full |
Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients |
title_fullStr |
Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients |
title_full_unstemmed |
Optimal Design of FIR and IIR Digital Filter Banks with Signed Power of Two coefficients |
title_sort |
optimal design of fir and iir digital filter banks with signed power of two coefficients |
publishDate |
2007 |
url |
http://ndltd.ncl.edu.tw/handle/12520157087976390843 |
work_keys_str_mv |
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