TY - JOUR
T1 - Determination of the gain for a walking speed amplifying belt using brain activity
AU - Miura, Satoshi
AU - Yokoo, Yuki
AU - Nakashima, Yasutaka
AU - Ogaya, Yoshikazu
AU - Nihei, Misato
AU - Ando, Takeshi
AU - Kobayashi, Yo
AU - Fujie, Masakatsu G.
N1 - Funding Information:
Manuscript received July 27, 2018; revised April 1, 2019 and May 31, 2019; accepted November 26, 2019. Date of publication January 16, 2020; date of current version March 12, 2020. This work was supported in part by the Global Centers of Excellence Global Robot Academia program from Japan’s Ministry of Education, Culture, Sports, Science, and Technology, in part by the Council for Science, Technology, and Innovation Cross-ministerial Strategic Innovation Promotion Program (Funding agency: the Japan Science and Technology Agency), and in part by the Grants-in-Aid for Scientific Research Program under Grant JP18K18405 from the Japan Society for the Promotion of Science. This article was recommended by Associate Editor X. Xu. (Corresponding author: Satoshi Miura.) S. Miura, Y. Yokoo, and Y. Ogaya are with the Department of Modern Mechanical Engineering, Waseda University, Tokyo 169-8050, Japan (e-mail: miura.s@aoni.waseda.jp; yuki.y0604@akane.waseda.jp; oga-19yan25@fuji. waseda.jp).
Publisher Copyright:
© 2013 IEEE.
PY - 2020/4
Y1 - 2020/4
N2 - Movement/walking assistance devices have the great advantage of supporting quality of life for the elderly in an aging society. To strike a balance between efficiency of movement and employment of the elderly user's own body, we developed a smart mobility system called Tread-walk, which is controlled by the user walking on a treadmill and amplifies the user's walking speed. Since the user's walking speed is different from the speed at which the Tread-walk moves, users experience a mismatch between their visual optical flow and somatic sense. In this article, we validate the feasibility of an amplifying gain decision method that analyzes user brain activity. To control Tread-walk, the visual sense is integrated with somatosensation in the parietal area of the brain and controlled in the medial prefrontal cortex. Therefore, first, we measure the parietal area when the participants walk while looking at their virtual optical flow. Second, we measure the medical prefrontal cortex when the participants control Tread-walk 2. These experiments are carried out for a variety of speed amplifying gains. We find that the brain activates significantly at amplification gain K = 1.1-1.7 in the virtual optical flow experiment and K = 1.5-2.0 in the Tread-walk experiment; this brain activation represents the amplification gain at which the visual and somatosensory senses seem to receive similar input. In conclusion, the brain would activate the most significantly at the most appropriate amplification gain.
AB - Movement/walking assistance devices have the great advantage of supporting quality of life for the elderly in an aging society. To strike a balance between efficiency of movement and employment of the elderly user's own body, we developed a smart mobility system called Tread-walk, which is controlled by the user walking on a treadmill and amplifies the user's walking speed. Since the user's walking speed is different from the speed at which the Tread-walk moves, users experience a mismatch between their visual optical flow and somatic sense. In this article, we validate the feasibility of an amplifying gain decision method that analyzes user brain activity. To control Tread-walk, the visual sense is integrated with somatosensation in the parietal area of the brain and controlled in the medial prefrontal cortex. Therefore, first, we measure the parietal area when the participants walk while looking at their virtual optical flow. Second, we measure the medical prefrontal cortex when the participants control Tread-walk 2. These experiments are carried out for a variety of speed amplifying gains. We find that the brain activates significantly at amplification gain K = 1.1-1.7 in the virtual optical flow experiment and K = 1.5-2.0 in the Tread-walk experiment; this brain activation represents the amplification gain at which the visual and somatosensory senses seem to receive similar input. In conclusion, the brain would activate the most significantly at the most appropriate amplification gain.
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U2 - 10.1109/THMS.2019.2961974
DO - 10.1109/THMS.2019.2961974
M3 - Article
AN - SCOPUS:85078124799
SN - 2168-2291
VL - 50
SP - 154
EP - 164
JO - IEEE Transactions on Human-Machine Systems
JF - IEEE Transactions on Human-Machine Systems
IS - 2
M1 - 8961127
ER -