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Personal Robot to Support Active Human Life by Assisting Transportation

Nagisa Koyama, Ryosuke Tajima, Minoru Tanaka, Noriaki Hirose, Kazutoshi Sukigara, Akinobu Fujii

发表年份
2015
引用次数
2
访问权限
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摘要

This paper presents a novel approach for personal robots to identify and track the walking owner, by using an omnidirectional camera on the robot and IR LED tags emitting particular lighting patterns. For the ageing society, personal robots which bring baggage and follow the owner, can improve the quality of life of elderly people. Robust identification of the owner is one of the important issues for this purpose. In this paper, a new pattern classification method based on the particle filter is proposed to identify the light emitting tags on the owner's feet. Proposed method estimates the cycle and phase of the lighting patterns as to track the tags robustly even in outdoor environment. The effectiveness of the proposed approach is verified by some experiments using our robot and prototype of the tag.

关键词

RobotIdentification (biology)Track (disk drive)Computer scienceHuman–computer interactionParticle filterArtificial intelligenceComputer visionOmnidirectional antennaFilter (signal processing)

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