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2016 年度 実施状況報告書

Deep Learning Based Physiological Classifier Feedback for Comfortable Navigation

研究課題

研究課題/領域番号 16K21719
研究機関名古屋大学

研究代表者

MORALES・S Luis・Y  名古屋大学, 未来社会創造機構, 特任准教授 (40586244)

研究期間 (年度) 2016-04-01 – 2019-03-31
キーワードDeep Learning / Autonomous Navigation / Personal Vehicle / Stress Classifier
研究実績の概要

Bought robotic wheelchair and build communication software to be able to operate it. I did preliminary experiments with a robotic wheelchair available at the Advanced Telecommunications Research Institute (ATR).
Wrote journal paper partially financed with Kaken-hi budget titled: Passenger Discomfort Map for Autonomous Navigation in a Robotic Wheelchair, submitted to Robotics and Autonomous Systems
I submitted a conference paper titled: Analysis of Navigational Habituation to the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2017)

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

The first year I prepared the hardware and software platform to start performing experiments on this second year.

Build communication software to operate robotic wheelchair. I did preliminary experiments with a robotic wheelchair available at the Advanced Telecommunications Research Institute (ATR).
Wrote journal paper partially financed with Kaken-hi budget titled: Passenger Discomfort Map for Autonomous Navigation in a Robotic Wheelchair, submitted to Robotics and Autonomous Systems
I submitted a conference paper titled: Analysis of Navigational Habituation to the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2017)

今後の研究の推進方策

This fiscal year I plan to do autonomous navigation experiments with robotic wheelchair and autonomous car.

I plan to take physiological measurements to start building a classifier that could classify passenger state.

次年度使用額が生じた理由

Buy physiological sensors to measure passenger state. Finish robot platform, buy laser sensor for perception and localization.
Call paid participants to perform experiments.

次年度使用額の使用計画

Finalize hardware. Physiological sensing devices and robot platform.
Recollect data from experimentation with paid participants.
Experimentation, paper writing and conference attendance.

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公開日: 2018-01-16  

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