Asia-Pacific Signal and Information Processing Association (APSIPA) - Theoretical analysis of LMS algorithm for time-varying unknown system

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Norihiro Ishibushi ; Yoshinobu Kajikawa ; Seiji Miyoshi
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2016
Conference Location: Jeju, South Korea
Conference Date: 13 December 2016
Page(s): 1 - 4
ISBN (Electronic): 978-9-8814-7682-1
DOI: 10.1109/APSIPA.2016.7820871
Regular:

We analyze the behaviors of the LMS algorithm for a time-varying unknown system using a statistical-mechanical method. We obtain simultaneous differential equations that describe the... View More

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