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2022 | OriginalPaper | Buchkapitel

Development of Simulation Platform for Human-Robot-Environment Interface in the UFES CloudWalker

verfasst von : J. C. Rocha-Júnior, R. C. Mello, T. F. Bastos-Filho, A. Frizera-Neto

Erschienen in: XXVII Brazilian Congress on Biomedical Engineering

Verlag: Springer International Publishing

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Abstract

Techniques for Human-Robot-Environment Interaction allow sharing control between assistive devices, such as Smart Walkers, and its users by taking into account dynamic environments composed of objects and people. This work presents a simulation platform to accelerate the development and evaluation of such interaction strategies. To enhance the physiotherapists’ control during lower-limb rehabilitation therapies, we employ a map-based strategy to map and allow the customization of pre-defined paths. Inspired by hospital layouts, a simulation environment was created to test and evaluate our system, and two experiments were conducted. In the first one, an accuracy analysis of generated maps was performed in comparison with the actual hospital environment. In the second experiment, we evaluated the avoidance obstacles strategy by positioning unknown objects along the Smart Walker targets. In the first experiment we obtained percentual errors around 2.658 and 8.356% between the original and mapped segments. In the second experiment, besides reached all the targets without collisions the position errors were between 0.062 and 0.118 m and the orientation errors, 0.024 and 0.044 radians. These results indicating the feasibility of employing such methodology for the development of the proposed interaction strategy.

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Literatur
1.
Zurück zum Zitat Nguyen MNB, Hasnain Z, Li M et al (2017) Mining human mobility to quantify performance status, pp 1172–1177 Nguyen MNB, Hasnain Z, Li M et al (2017) Mining human mobility to quantify performance status, pp 1172–1177
2.
Zurück zum Zitat Mancisidor A, Zubizarreta A, Cabanes I, Bengoa P (2018) Jung Je Hyung. In: New trends in medical and service robots design, analysis and control Mancisidor A, Zubizarreta A, Cabanes I, Bengoa P (2018) Jung Je Hyung. In: New trends in medical and service robots design, analysis and control
3.
Zurück zum Zitat Jiménez Mario F, Matias M, Anselmo F, Teodiano B, Flavio R, Ricardo C (2018) Admittance controller with spatial modulation for assisted locomotion using a smart walker. J Intell Robot Syst Jiménez Mario F, Matias M, Anselmo F, Teodiano B, Flavio R, Ricardo C (2018) Admittance controller with spatial modulation for assisted locomotion using a smart walker. J Intell Robot Syst
4.
Zurück zum Zitat Philipp B, Gionata S, Ramazan U et al (2017) A human-robot interaction perspective on assistive and rehabilitation robotics. Front Media 11 Philipp B, Gionata S, Ramazan U et al (2017) A human-robot interaction perspective on assistive and rehabilitation robotics. Front Media 11
5.
Zurück zum Zitat Jiménez Mario F, Mello Ricardo C, Teodiano B, Anselmo F (2020) Assistive locomotion device with haptic feedback for guiding visually impaired people. Med Eng Phys Jiménez Mario F, Mello Ricardo C, Teodiano B, Anselmo F (2020) Assistive locomotion device with haptic feedback for guiding visually impaired people. Med Eng Phys
6.
Zurück zum Zitat Sheridan Thomas B (2016) Human-robot interaction: status and challenges human factors. 58:525–532 Sheridan Thomas B (2016) Human-robot interaction: status and challenges human factors. 58:525–532
7.
Zurück zum Zitat Sierra M, Sergio D, Mario G, Marcela M, Cifuentes CA (2019) Human-robot-environment interaction interface for smart walker assisted gait: AGoRA Walker Sensors Sierra M, Sergio D, Mario G, Marcela M, Cifuentes CA (2019) Human-robot-environment interaction interface for smart walker assisted gait: AGoRA Walker Sensors
8.
Zurück zum Zitat Takaya K, Asai T, Kroumov V, Smarandache F (2016) Simulation environment for mobile robots testing using ROS and Gazebo. In: 2016 20th international conference on system theory, control and computing (ICSTCC). 96–101 Takaya K, Asai T, Kroumov V, Smarandache F (2016) Simulation environment for mobile robots testing using ROS and Gazebo. In: 2016 20th international conference on system theory, control and computing (ICSTCC). 96–101
9.
Zurück zum Zitat Wachaja A, Agarwal P, Zink M, Reyes AM, Knut M, Wolfram B (2017) Navigating blind people with walking impairments using a smart walker. Autonom Robots 41:555–573 Wachaja A, Agarwal P, Zink M, Reyes AM, Knut M, Wolfram B (2017) Navigating blind people with walking impairments using a smart walker. Autonom Robots 41:555–573
10.
Zurück zum Zitat Simanek J, Reinstein M, Kubelka V (2015) Evaluation of the EKF-based estimation architectures for data fusion in mobile robots. IEEE/ASME Trans Mech 20:985–990 Simanek J, Reinstein M, Kubelka V (2015) Evaluation of the EKF-based estimation architectures for data fusion in mobile robots. IEEE/ASME Trans Mech 20:985–990
11.
Zurück zum Zitat Maksim F, Ilya A (2018) Comparison of various SLAM systems for mobile robot in an indoor environment. In: 9th international conference on intelligent systems 2018: theory, research and innovation in applications, IS 2018 Maksim F, Ilya A (2018) Comparison of various SLAM systems for mobile robot in an indoor environment. In: 9th international conference on intelligent systems 2018: theory, research and innovation in applications, IS 2018
12.
Zurück zum Zitat Scheidegger WM, de Mello RC, Sierra MSD et al (2019) A novel multimodal cognitive interaction for walker-assisted rehabilitation therapies. In: 2019 IEEE 16th international conference on rehabilitation robotics (ICORR), pp 905–910 Scheidegger WM, de Mello RC, Sierra MSD et al (2019) A novel multimodal cognitive interaction for walker-assisted rehabilitation therapies. In: 2019 IEEE 16th international conference on rehabilitation robotics (ICORR), pp 905–910
13.
Zurück zum Zitat Mello RC, Sierra SD, Múnera M, Cifuentes CA, Ribeiro MRN, Frizera-Neto A (2019)Cloud robotics experimentation testbeds: a cloud-based navigation case study. In: 2019 IEEE 4th Colombian conference on automatic control (CCAC), pp 1–6 Mello RC, Sierra SD, Múnera M, Cifuentes CA, Ribeiro MRN, Frizera-Neto A (2019)Cloud robotics experimentation testbeds: a cloud-based navigation case study. In: 2019 IEEE 4th Colombian conference on automatic control (CCAC), pp 1–6
14.
Zurück zum Zitat Grisetti G, Stachniss C, Burgard W (2007) Improved techniques for grid mapping With Rao-Blackwellized particle filters. IEEE Trans Robot 23:34–46 Grisetti G, Stachniss C, Burgard W (2007) Improved techniques for grid mapping With Rao-Blackwellized particle filters. IEEE Trans Robot 23:34–46
15.
Zurück zum Zitat Dijkstra Edsger W (1959) A note on two problems in connexion with graphs. Numerische mathematik 1:269–271 Dijkstra Edsger W (1959) A note on two problems in connexion with graphs. Numerische mathematik 1:269–271
16.
Zurück zum Zitat Dieter F, Wolfram B, Sebastian T (1997) The dynamic window approach to collision avoidance. IEEE Robot Autom Mag Dieter F, Wolfram B, Sebastian T (1997) The dynamic window approach to collision avoidance. IEEE Robot Autom Mag
17.
Zurück zum Zitat Joao MS, Portugal D, Rocha Rui P (2013) An evaluation of 2D SLAM techniques available in robot operating system. In: IEEE international symposium on safety, security, and rescue robotics (SSRR 2013) Joao MS, Portugal D, Rocha Rui P (2013) An evaluation of 2D SLAM techniques available in robot operating system. In: IEEE international symposium on safety, security, and rescue robotics (SSRR 2013)
18.
Zurück zum Zitat Fankhauser P, Bloesch M, Rodriguez D, Kaestner R, Hutter M, Siegwart R (2015) Kinect v2 for mobile robot navigation: evaluation and modeling. In: 2015 international conference on advanced robotics (ICAR), pp 388–394 Fankhauser P, Bloesch M, Rodriguez D, Kaestner R, Hutter M, Siegwart R (2015) Kinect v2 for mobile robot navigation: evaluation and modeling. In: 2015 international conference on advanced robotics (ICAR), pp 388–394
19.
Zurück zum Zitat Zhen W, Zeng S, Soberer S (2017) Robust localization and localizability estimation with a rotating laser scanner. In: 2017 IEEE international conference on robotics and automation (ICRA), pp 6240–6245 Zhen W, Zeng S, Soberer S (2017) Robust localization and localizability estimation with a rotating laser scanner. In: 2017 IEEE international conference on robotics and automation (ICRA), pp 6240–6245
20.
Zurück zum Zitat Cybulski B, Wegierska A, Granosik G (2019) Accuracy comparison of navigation local planners on ROS-based mobile robot. In: 12th international workshop on robot motion and control (RoMoCo 2019) Cybulski B, Wegierska A, Granosik G (2019) Accuracy comparison of navigation local planners on ROS-based mobile robot. In: 12th international workshop on robot motion and control (RoMoCo 2019)
Metadaten
Titel
Development of Simulation Platform for Human-Robot-Environment Interface in the UFES CloudWalker
verfasst von
J. C. Rocha-Júnior
R. C. Mello
T. F. Bastos-Filho
A. Frizera-Neto
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-70601-2_211

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