Published March 1, 2011
| Version v1
Journal article
Detection and Alert of muscle fatigue considering a Surface Electromyography Chaotic Model
Creators
- 1. Engineering, Modeling and Applied Social Sciences Center, ABC Federal University, Santo Andr - SP (Brazil)
- 2. Engineering Faculty, Electronics Engineering, Universidad Mayor de San Andres, La Paz (Bolivia, Plurinational State of)
Description
This work propose a detection and alert algorithm for muscle fatigue in paraplegic patients undergoing electro-therapy sessions. The procedure is based on a mathematical chaotic model emulating physiological signals and Continuous Wavelet Transform (CWT). The chaotic model developed is based on a logistic map that provides suitable data accomplishing some physiological signal class patterns. The CWT was applied to signals generated by the model and the resulting vector was obtained through Total Wavelet Entropy (TWE). In this sense, the presented work propose a viable and practical alert and detection algorithm for muscle fatigue.
Availability note (English)
Available from http://dx.doi.org/10.1088/1742-6596/285/1/012046Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Physics. Conference Series (Online)
- Journal Volume
- 285
- Journal Issue
- 1
- Journal Page Range
- [8 p.]
- ISSN
- 1742-6596
Conference
- Title
- International conference on chaos and nonlinear dynamics
- Acronym
- Dynamic Days South America 2010
- Dates
- 26-30 Jul 2010
- Place
- Sao Jose dos Campos, SP (Brazil)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 43042823
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- ALGORITHMS; CHAOS THEORY; DETECTION; ENTROPY; FATIGUE; MUSCLES; PATIENTS; SIGNALS; SURFACES; THERAPY
- Descriptors DEC
- MATHEMATICAL LOGIC; MATHEMATICS; MECHANICAL PROPERTIES; MEDICINE; PHYSICAL PROPERTIES; THERMODYNAMIC PROPERTIES