Presentation 2017-03-02
[Poster Presentation] NLMS algorithm using shift operation
Takumi Miyake, Yoshinobu Kajikawa,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) In the field of digital signal processing, an FPGA that can perform parallel processing and has a high calculation speed attracts attention. When implementing the NLMS algorithm, which is one of common algorithms in the adaptive signal processing, as a logic circuit system using FPGA, the circuit scale increases due to the division operation of the normalization part. We have already proposed a shift NLMS algorithm that approximates the division operation as a bit shift operation. In this paper, we compare convergence characteristics of general NLMS algorithm and NLMS algorithm using shift operation and discuss its convergence condition.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Adaptive digital signal processing / NLMS algorithm / FPGA / Logic circuit system
Paper # EA2016-129,SIP2016-184,SP2016-124
Date of Issue 2017-02-22 (EA, SIP, SP)

Conference Information
Committee SP / SIP / EA
Conference Date 2017/3/1(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Okinawa Industry Support Center
Topics (in Japanese) (See Japanese page)
Topics (in English) Speech, Engineering/Electro Acoustics, Signal Processing, and Related Topics
Chair Kazunori Mano(Shibaura Inst. of Tech.) / Makoto Nakashizuka(Chiba Inst. of Tech.) / Mitsunori Mizumachi(Kyushu Inst. of Tech.)
Vice Chair Hiroki Mori(Utsunomiya Univ.) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) / Yoichi Haneda(Univ. of Electro-Comm.) / Suehiro Shimauchi(NTT)
Secretary Hiroki Mori(Kobe Univ.) / Masahiro Okuda(Shizuoka Univ.) / Shogo Muramatsu(Ritsumeikan Univ.) / Yoichi Haneda(Chiba Inst. of Tech.) / Suehiro Shimauchi(KDDI R&D Labs.)
Assistant Taichi Asami(NTT) / Kei Hashimoto(Nagoya Inst. of Tech.) / Osamu Watanabe(Takushoku Univ.) / Shigeto Takeoka(Shizuoka Inst. of Science and Tech.) / TREVINO Jorge(Tohoku Univ.)

Paper Information
Registration To Technical Committee on Speech / Technical Committee on Signal Processing / Technical Committee on Engineering Acoustics
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) [Poster Presentation] NLMS algorithm using shift operation
Sub Title (in English)
Keyword(1) Adaptive digital signal processing
Keyword(2) NLMS algorithm
Keyword(3) FPGA
Keyword(4) Logic circuit system
1st Author's Name Takumi Miyake
1st Author's Affiliation Kansai University(Kansai Univ.)
2nd Author's Name Yoshinobu Kajikawa
2nd Author's Affiliation Kansai University(Kansai Univ.)
Date 2017-03-02
Paper # EA2016-129,SIP2016-184,SP2016-124
Volume (vol) vol.116
Number (no) EA-475,SIP-476,SP-477
Page pp.pp.267-270(EA), pp.267-270(SIP), pp.267-270(SP),
#Pages 4
Date of Issue 2017-02-22 (EA, SIP, SP)