Implementation and evaluation of an algorithm determining robot movement for home robot in living space

Takumi Kimura, Akira Mita

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Recently, accidents in homes of elderly people are increasing due to an increase in single elderly people and shortage of nursing care workers in Japan. 70% of elderly accidents occur in their houses, and it is urgently needed to develop a system to watch residents. In Biofied Building, we are conducting a research on watching over the resident by introducing a small sensor agent robot into the house. It acquires physical information near the resident and acts as a communication robot. The robot must move carefully reflecting the position of the resident. The motion flow of the previously proposed robot continues to follow people at all times. There were concerns such as the possibility of a collision accident with people and furniture and discomfort due to the behavior of the robot. In this research, we propose a motion flow in which people and robots move alternately by incorporating standby behaviors in the motion flow of robot. These are intended to reduce the collision accident and discomfort by applying the potential method using the walking history of the resident. By setting the walking history of the resident as the repulsive potential, we estimated the place away from the flow line of the person as the standby position of the robot. Regarding the movement route, by using the walking history of a person as an attraction field, we generated a path away from furniture and walls. We conducted simulation studies and implemented the propose method to the robot.

Original languageEnglish
Title of host publicationBioinspiration, Biomimetics, and Bioreplication IX
EditorsRaul J. Martin-Palma, Mato Knez, Akhlesh Lakhtakia
PublisherSPIE
ISBN (Electronic)9781510625853
DOIs
Publication statusPublished - 2019 Jan 1
EventBioinspiration, Biomimetics, and Bioreplication IX 2019 - Denver, United States
Duration: 2019 Mar 42019 Mar 5

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10965
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceBioinspiration, Biomimetics, and Bioreplication IX 2019
CountryUnited States
CityDenver
Period19/3/419/3/5

Fingerprint

robots
Robot
Robots
evaluation
Evaluation
accidents
Accidents
walking
Elderly People
histories
Motion
Person
Collision
Movement
collisions
Nursing
Shortage
Japan
clocks
attraction

Keywords

  • Biofied Building
  • Kinect v2
  • Laser Range Finder
  • Potential Method
  • Robot
  • Route Selection

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

Cite this

Kimura, T., & Mita, A. (2019). Implementation and evaluation of an algorithm determining robot movement for home robot in living space. In R. J. Martin-Palma, M. Knez, & A. Lakhtakia (Eds.), Bioinspiration, Biomimetics, and Bioreplication IX [109650K] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 10965). SPIE. https://doi.org/10.1117/12.2514208

Implementation and evaluation of an algorithm determining robot movement for home robot in living space. / Kimura, Takumi; Mita, Akira.

Bioinspiration, Biomimetics, and Bioreplication IX. ed. / Raul J. Martin-Palma; Mato Knez; Akhlesh Lakhtakia. SPIE, 2019. 109650K (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 10965).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kimura, T & Mita, A 2019, Implementation and evaluation of an algorithm determining robot movement for home robot in living space. in RJ Martin-Palma, M Knez & A Lakhtakia (eds), Bioinspiration, Biomimetics, and Bioreplication IX., 109650K, Proceedings of SPIE - The International Society for Optical Engineering, vol. 10965, SPIE, Bioinspiration, Biomimetics, and Bioreplication IX 2019, Denver, United States, 19/3/4. https://doi.org/10.1117/12.2514208
Kimura T, Mita A. Implementation and evaluation of an algorithm determining robot movement for home robot in living space. In Martin-Palma RJ, Knez M, Lakhtakia A, editors, Bioinspiration, Biomimetics, and Bioreplication IX. SPIE. 2019. 109650K. (Proceedings of SPIE - The International Society for Optical Engineering). https://doi.org/10.1117/12.2514208
Kimura, Takumi ; Mita, Akira. / Implementation and evaluation of an algorithm determining robot movement for home robot in living space. Bioinspiration, Biomimetics, and Bioreplication IX. editor / Raul J. Martin-Palma ; Mato Knez ; Akhlesh Lakhtakia. SPIE, 2019. (Proceedings of SPIE - The International Society for Optical Engineering).
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