Incremental learning method in wrist EMG recognition system

Proceedings of the SICE Annual Conference

Volumn , Issue , 2007, Pages 2819-2822

  Oyama, Tadahiro ^a   Matsumura, Yuji ^a   Karungaru, Stephen ^a   Tsuge, Satoru ^a   Mitsukura, Yasue ^b   Fukumi, Minoru ^a  

^a UNIVERSITY OF TOKUSHIMA   (Japan)

^b TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY   (Japan)

Author keywords

EMG; Incremental learning; Incremental simple PCA; Pattern recognition; Simple PCA

Indexed keywords

ALGORITHMS; APPROXIMATION ALGORITHMS; EDUCATION; FEATURE EXTRACTION; FINANCIAL DATA PROCESSING; LEARNING SYSTEMS; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL METHODS;

ANNUAL CONFERENCE; CONTROL ENGINEERS; DIMENSION REDUCTION; EMG; INCREMENTAL DATA; INCREMENTAL LEARNING; INCREMENTAL PCA; INCREMENTAL SIMPLE-PCA; PRINCIPAL COMPONENT ANALYSIS (PCA); SIMPLE-PCA;

LEARNING ALGORITHMS;

EID: 50249120683     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SICE.2007.4421468     Document Type: Conference Paper

References (7)

1. P.M.Hall, D.Marshall and R.Martin, "Incremental Eigcnanalysis for Classification", Proceedings of 9th British Machine Vision Conference (BMVC98), pp.286-295, 1998
2. M.Artac, M.Jogan and A.Leonardis, "Mobile robot localization using an incremental eigenspace model", IEEE International Conference on Robotics and Automation, pp. 1025-1030, Washington D.C., 2002
3. R.Freitas, J.Santos-Victor, M.Sarcinelli-Filho and T.Bastos-Filho, "Performance Evaluation of Incremental Eigenspace Models for Mobile Robot Localization", Proceedings of the IEEE 11th International Conference on Advanced Robotics (ICAR2003), pp. 417-422. Coimbra, Portugal, 2003
4. M.Partridge and R.Calvo, "Fast dimentionality reduction and simple PCA", IDA. 2, pp.292-298. 1997
5. Shingo Kuroiwa, Sutoru Tsuge, Hironori Tani, Xiaoying Tai, Masami Shishibori and Kenji Kita, "Dimensionality reduction of vector space model based on Simple PCA", Proc. Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies (KES). Vol.2, pp.362-366, Osaka, Sep. 2001
6. Y.Ishioka, "Standard and Application of Stomalognathic Function Analysis", Dental Diamond Company. pp.260-273, 1991 (in Japanese)
7. Y.Matsumura, M.Fukumi, N.Akamatsu and K.Nakaura, "Recognition of Wrist EMG Signal Patterns Using Neural Networks," Journal of Intelligent and Fuzzy Systems, 15, No.3-4, pp. 165-171, 2004