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Title Details:
Electromyogram (EMG)
Other Titles: Εlectromyograph (EMG) Signal Decomposition
Authors: Tsipouras, Markos
Giannakeas, Nikolaos
Karvounis, Evangelos
Tzallas, Alexandros
Reviewer: Angelidis, Pantelis
Subject: MATHEMATICS AND COMPUTER SCIENCE > COMPUTER SCIENCE
MATHEMATICS AND COMPUTER SCIENCE > COMPUTER SCIENCE > INFORMATION MANAGEMENT
ENGINEERING AND TECHNOLOGY > TECHNOLOGICAL SCIENCES AND ENGINEERING > TELECOMMUNICATIONS ENGINEERING AND TECHNOLOGY > SIGNAL PROCESSING
ENGINEERING AND TECHNOLOGY > TECHNOLOGICAL SCIENCES AND ENGINEERING > INDUSTRIAL TECHNOLOGY AND ENGINEERING > DECISION SUPPORT SYSTEMS AND EXPERT SYSTEMS
ENGINEERING AND TECHNOLOGY > TECHNOLOGICAL SCIENCES AND ENGINEERING > INDUSTRIAL TECHNOLOGY AND ENGINEERING > DECISION SUPPORT SYSTEMS AND EXPERT SYSTEMS
Keywords:
Electromyogram (EMG)
Electromyograph (EMG) Signal Decomposition
Description:
Abstract:
Recent advances in computer technology, signal processing, and pattern recognition techniques have lead to the development of new techniques for extracting valuable information from the EMG signals detected from a muscle. Therefore, electromyography now plays a major role in physiological investigations and clinical examinations for either the study of motor control or the diagnosis of neuromuscular disorders. One such technique is EMG signal decomposition.
Table of Contents:
CHAPTER 10 – ELECTROMYOGRAM
10.1. INTRODUCTION
10.2. EMG SIGNAL
10.3. EMG SIGNAL DECOMPOSITION
10.3.1. SIGNAL ACQUISITION
10.3.2. SIGNAL PREPROCESSING
10.3.3. SIGNAL SEGMENTATION AND MUP DETECTION
10.3.4. FEATURE EXTRACTION
10.3.5. MUPS CLASSIFICATION METHODS
10.3.6. MUPS CLUSTERING METHODS
10.3.7. RESOLVING SUPERIMPOSED MUPS
10.3.8. MU FIRING PATTERNS STATISTICS AND MUPS TEMPLATE ESTIMATION
10.4 CONCLUSIONS
BIBLIOGRAPHY / REFERENCES
EVALUATION CRITERIA
Linguistic Editors: Giannikou, Anastasia
Technical Editors: Giannakeas, Nikolaos
Type: Chapter
Creation Date: 2015
Item Details:
License: http://creativecommons.org/licenses/by-nc-sa/3.0/gr
Handle http://hdl.handle.net/11419/2985
Bibliographic Reference: Tsipouras, M., Giannakeas, N., Karvounis, E., & Tzallas, A. (2015). Electromyogram (EMG) [Chapter]. In Tsipouras, M., Giannakeas, N., Karvounis, E., & Tzallas, A. 2015. Medical Informatics [Undergraduate textbook]. Kallipos, Open Academic Editions. https://hdl.handle.net/11419/2985
Language: Greek
Is Part of: Medical Informatics
Number of pages 8
Publication Origin: Kallipos, Open Academic Editions