Automatic floorplan generation of living space for simulating a life of an elderly resident supported by a mobile robot

C. Jiang, Akira Mita

Research output: Contribution to conferencePaper

Abstract

A mobile robot follows a resident and grabs his/her health condition using a Kinect sensor. The 3D environment of the robot’s working space has a huge impact on the design and operation of the mobile robot in two aspects: (1) it defines movements of the resident; (2) it affects the view and trajectories of the robot. This paper proposes an efficient and lightweight floorplan generator which automatically samples 2D semantic floorplans. With the height function, generated floorplans can be converted to diverse 3D indoor scenes. Secondly, based on a floorplan, movements of the resident during a period can be generated automatically with his/her activity schedule. Generated 3D scenes with resident movements will be used to evaluate how indoor spaces affect the design and operation policies of the mobile watching robot. The diversity of scenes with movements has two benefits: (1) providing massive data to constitute a training set for machine learning algorithms; (2) various scenes can be classified for finding statistical conclusions.

Original languageEnglish
Pages688-695
Number of pages8
Publication statusPublished - 2019 Jan 1
Event36th International Symposium on Automation and Robotics in Construction, ISARC 2019 - Banff, Canada
Duration: 2019 May 212019 May 24

Conference

Conference36th International Symposium on Automation and Robotics in Construction, ISARC 2019
CountryCanada
CityBanff
Period19/5/2119/5/24

Fingerprint

Mobile robots
Robots
Learning algorithms
Learning systems
Semantics
Trajectories
Health
Sensors

Keywords

  • Automatic simulation
  • Design
  • Elderly people living alone
  • Floorplan
  • Mobile robot
  • Operation policy

ASJC Scopus subject areas

  • Artificial Intelligence
  • Building and Construction
  • Human-Computer Interaction

Cite this

Jiang, C., & Mita, A. (2019). Automatic floorplan generation of living space for simulating a life of an elderly resident supported by a mobile robot. 688-695. Paper presented at 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, Banff, Canada.

Automatic floorplan generation of living space for simulating a life of an elderly resident supported by a mobile robot. / Jiang, C.; Mita, Akira.

2019. 688-695 Paper presented at 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, Banff, Canada.

Research output: Contribution to conferencePaper

Jiang, C & Mita, A 2019, 'Automatic floorplan generation of living space for simulating a life of an elderly resident supported by a mobile robot' Paper presented at 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, Banff, Canada, 19/5/21 - 19/5/24, pp. 688-695.
Jiang C, Mita A. Automatic floorplan generation of living space for simulating a life of an elderly resident supported by a mobile robot. 2019. Paper presented at 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, Banff, Canada.
Jiang, C. ; Mita, Akira. / Automatic floorplan generation of living space for simulating a life of an elderly resident supported by a mobile robot. Paper presented at 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, Banff, Canada.8 p.
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