Presentation 2000/7/17
Aliasing Avoidance And Reduction of Computational Complexity in Volterra Filters
Satoshi KINOSHITA, Yoshinobu KAJIKAWA, Yasuo NOMURA,
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Abstract(in English) We have proposed a nonlinear inverse system using Volterra filters to eliminate nonlinear distortions of loudspeaker systems. However, the computational complexity of Volterra filters is so huge to realize them on DSP. There are also frequency ranges containing aliasing elements in output signals of Volterra filters. Since the method restricting input signals to avoid aliasing sets the sampling frequency twice as high as Nquist frequency, the method processes unused frequency ranges. In this paper, we therefore propose a composition not to arise aliasing even if it sets the sampling frequency to Nquist frequency. As a result, the composition can reduce the computational complexity of Volterra filters. Secondly, we propose an effective method identifying the Volterra filter in the proposed composition. Moreover, the identification method is applied to nonlinear inverse systems. Finally, simulation results demonstrate the effectiveness of the proposed methods.
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Keyword(in English) loudspeaker system / Volterra series expansion / nonlinear distortion / multirate signal processing
Paper # DSP2000-72,SST2000-31
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Conference Information
Committee DSP
Conference Date 2000/7/17(1days)
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Registration To Digital Signal Processing (DSP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Aliasing Avoidance And Reduction of Computational Complexity in Volterra Filters
Sub Title (in English)
Keyword(1) loudspeaker system
Keyword(2) Volterra series expansion
Keyword(3) nonlinear distortion
Keyword(4) multirate signal processing
1st Author's Name Satoshi KINOSHITA
1st Author's Affiliation Department of Electronics, Faculty of Engineering, Kansai University()
2nd Author's Name Yoshinobu KAJIKAWA
2nd Author's Affiliation Department of Electronics, Faculty of Engineering, Kansai University
3rd Author's Name Yasuo NOMURA
3rd Author's Affiliation Department of Electronics, Faculty of Engineering, Kansai University
Date 2000/7/17
Paper # DSP2000-72,SST2000-31
Volume (vol) vol.100
Number (no) 209
Page pp.pp.-
#Pages 6
Date of Issue