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Low-Cost, Wireless ...
Low-Cost, Wireless Bioelectric Signal Acquisition and Classification Platform
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Earley, Eric J. (author)
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Chan, Nathaly Sanchez (author)
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- Naber, Autumn, 1988 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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Mastinu, Enzo, 1987 (author)
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Truong, Minh T.N. (author)
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Ortiz Catalan, Max Jair, 1982 (author)
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(creator_code:org_t)
- 2024
- 2024
- English.
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In: IEEE Access. - 2169-3536 .- 2169-3536. ; 12, s. 69350-69358
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https://research.cha... (primary) (free)
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https://research.cha...
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https://doi.org/10.1...
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Abstract
Subject headings
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- Bioelectric signal classification is a flourishing area of biomedical research, however conducting this research in a clinical setting can be difficult to achieve. The lack of inexpensive acquisition hardware can limit researchers from collecting and working with real-time data. Furthermore, hardware requiring direct connection to a computer can impose restrictions on typically mobile clinical settings for data collection. Here, we present an open-source ADS1299-based bioelectric signal acquisition system with wireless capability suitable for mobile data collection in clinical settings. This system is based on the ADS_BP and BioPatRec, both open-source bioelectric signal acquisition hardware and MATLAB-based pattern recognition software, respectively. We provide 3D-printable housing enabling the hardware to be worn by users during experiments and demonstrate the suitability of this platform for real-time signal acquisition and classification. In conjunction, these developments provide a unified hardware-software platform for a cost of around $150 USD. This device can enable researchers and clinicians to record bioelectric signals from able-bodied or motor-impaired individuals in laboratory or clinical settings, and to perform offline or real-time intent classification for the control of robotic and virtual devices.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Annan elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Other Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
Keyword
- Electrodes
- Electroencephalography
- open source
- Performance evaluation
- Microprogramming
- EMG
- Software
- bioelectric signal
- pattern recognition
- Hardware
- Electrocardiography
- data acquisition
Publication and Content Type
- art (subject category)
- ref (subject category)
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