Title :
System identification of mechanomyograms detected with an acceleration sensor and a laser displacement meter
Author :
Uchiyama, Takanori ; Shinohara, Keita
Author_Institution :
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
The purpose of this study is to investigate the transfer functions of mechanomyograms (MMGs) detected with an acceleration sensor and a laser displacement meter. The MMGs evoked by electrical stimulation to the peroneal nerve were recorded on the skin of the tibial anterior muscle. The displacement MMG (DMMG) and the acceleration MMG (AMMG) systems were identified using a singular value decomposition method. The appropriate order of the AMMG system was six and that of the DMMG system was four. The undamped natural frequencies of the systems were compared to resonance frequencies of human soft tissue. Some of the undamped natural frequencies estimated from the AMMG systems agreed with the resonance frequencies in the literature but others were lower than the resonance frequencies. The undamped natural frequencies estimated from the DMMG systems were lower than the resonance frequencies.
Keywords :
accelerometers; biological tissues; biomedical measurement; neuromuscular stimulation; sensors; acceleration sensor; electrical stimulation; human soft tissue; laser displacement meter; mechanomyograms; peroneal nerve; resonance frequencies; singular value decomposition method; skin; tibial anterior muscle; transfer functions; undamped natural frequencies; Acceleration; Frequency estimation; Gain; Measurement by laser beam; Muscles; Resonant frequency; Transfer functions; Acceleration; Adult; Algorithms; Computers; Electromyography; Equipment Design; Humans; Lasers; Male; Models, Statistical; Muscle Contraction; Muscle, Skeletal; Myography; Reproducibility of Results; Signal Processing, Computer-Assisted; Transducers;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091802