Invention Grant
- Patent Title: Device and method for sequential posture identification and autonomic function information acquisition
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Application No.: US17352499Application Date: 2021-06-21
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Publication No.: US11998360B2Publication Date: 2024-06-04
- Inventor: Keitaro Horikawa , Yoshitaka Nakamura , Masato Sawada , Akihiro Yamanaka , Shingo Tsukada , Toshiya Yamada
- Applicant: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
- Applicant Address: JP Chiyoda-ku
- Assignee: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
- Current Assignee: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
- Current Assignee Address: JP Chiyoda-ku
- Agency: Oblon, McClelland, Maier & Neustadt, L.L.P.
- Priority: JP 15028850 2015.02.17
- The original application number of the division: US15551331
- Main IPC: A61B5/00
- IPC: A61B5/00 ; A61B5/024 ; A61B5/11 ; A61B5/16 ; G16H20/30 ; G16H50/20 ; G16H50/30 ; A61B5/021 ; A61B5/352

Abstract:
A wearable device attached to a subject includes an accelerometer that measures acceleration information, and a biological sensor that measures biological signal information of the subject. From the measured acceleration information and biological signal information, first feature data corresponding to a first predetermined period and second feature data corresponding to a second predetermined period are extracted. By machine learning based on the first feature data, a dynamic/static activity identification model, a dynamic-activity identification model, and a static-activity identification model, for the subject, are generated. By combination of results of determination based on each of the identification models, a posture and an activity of the subject are identified and correspondence information, which associates the identified posture and activity with the biological signal information of the subject, is generated.
Public/Granted literature
- US20210307699A1 DEVICE AND METHOD FOR SEQUENTIAL POSTURE IDENTIFICATION AND AUTONOMIC FUNCTION INFORMATION ACQUISITION Public/Granted day:2021-10-07
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