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Unconstrained energy harvesting and online behavior recognition based on ring-shape wearable device

Research Project

Project/Area Number 26730094
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Research InstitutionThe University of Aizu

Principal Investigator

Jing Lei  会津大学, コンピュータ理工学部, 准教授 (30595509)

Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsウェアラブルコンピューティング / ウェアラブル / 知的情報処理 / ジェスチャー認識 / 動作認識 / 指輪型装置 / ジェスチャー / 指輪
Outline of Final Research Achievements

In this study, to enhance the application of the unconstrained wearable computing, we performed a fundamental research on the energy harvesting and online gesture recognition issues under limited computing resource. Several different energy harvesting methods, like sunlight, body temperature, radio waves, and so on, were evaluated on a ring size, extremely compact device. Moreover, it was proposed to study a continuous gesture input method and the immediate recognition method.
Powering and recognition are two common issues for all of the wearable computing devices. This study is to promote the fact that advancing the wearable computing from basic research to real application.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (9 results)

All 2015 2014 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 2 results,  Open Access: 1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results) Remarks (1 results)

  • [Journal Article] Towards unobtrusive detection and realistic attribute analysis of daily activity sequences using a finger-worn device2015

    • Author(s)
      Y. Zhou, Z. Cheng, L. Jing, T. Hasegawa
    • Journal Title

      Applied Intelligence

      Volume: - Issue: 2 Pages: 386-396

    • DOI

      10.1007/s10489-015-0649-y

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Threshold selection and adjustment for online segmentation of one-stroke finger gestures using single tri-axial accelerometer2014

    • Author(s)
      Y. Zhou, Z. Cheng, L. Jing
    • Journal Title

      Multimedia Tools and Applications

      Volume: - Issue: 21 Pages: 9387-9406

    • DOI

      10.1007/s11042-014-2111-2

    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Pre-classification Based Hidden Markov Model for Quick and Accurate Gesture Recognition Using a Finger-worn Device2014

    • Author(s)
      Y. Zhou, Z. Cheng, L. Jing, J. Wang, T. Huang
    • Journal Title

      Applied Intelligence

      Volume: 40 Issue: 4 Pages: 613-622

    • DOI

      10.1007/s10489-013-0492-y

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] A Healthcare System for Detection and Analysis of Daily Activity based on Wearable Sensor and Smartphone2015

    • Author(s)
      Yinghui Zhou, Dido Vongsa, Yiming Zhou, Zixue Cheng, and Lei Jing
    • Organizer
      IoP2015
    • Place of Presentation
      Beijing, China
    • Year and Date
      2015-08-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Remote Conversation Support System for Deaf-mute Persons based on Bimanual Gestures Recognition using Finger-worn Devices2015

    • Author(s)
      Lei Jing, Yiming Zhou, Zixue Cheng and Zixian Lu
    • Organizer
      PerCom2015 Workshop WristSense
    • Place of Presentation
      St. Louis, USA
    • Year and Date
      2015-03-23 – 2015-03-27
    • Related Report
      2014 Research-status Report
  • [Presentation] Development of a control system for home appliances based on BLE technique2014

    • Author(s)
      Hideki Matsuoka, Junbo Wang, Lei Jing, Yinghui Zhou, Yilang Wu, Zixue Cheng,
    • Organizer
      2014 IEEE International Symposium on Independent Computing
    • Place of Presentation
      Orlando, USA
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Research-status Report
  • [Presentation] A system for controlling personal computers by hand gestures using a wireless sensor device2014

    • Author(s)
      Kaoru Yamagishi, Lei Jing, Zixue Cheng,
    • Organizer
      2014 IEEE International Symposium on Independent Computing
    • Place of Presentation
      Orlando, USA
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Research-status Report
  • [Presentation] A System of Life Support based on Behavior Detection and Social Networking Technology2014

    • Author(s)
      Y. Zhou, Y. Asano, Z. Cheng, and L. Jing,
    • Organizer
      2014 International Symposium on Cloud and Service Computing
    • Place of Presentation
      Beijing, China
    • Year and Date
      2014-09-01 – 2014-09-03
    • Related Report
      2014 Research-status Report
  • [Remarks] 研究者ウェブページ

    • URL

      http://web-ext.u-aizu.ac.jp/~leijing/

    • Related Report
      2015 Annual Research Report 2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2017-05-10  

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