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A Virtual Simulation and Driver Evaluation Platform for Smart Wheelchairs

  • Conference paper
Life System Modeling and Simulation (ICSEE 2014, LSMS 2014)

Abstract

Driver training systemfor disable and elderly people to use electric wheelchairs has an important role for their independent mobility. In this paper a simulator platform of smart wheelchairs is presented for driver training and evaluation. Based on the smart wheelchair, integrated with kinematics, dynamics, sensors, and the 3D model of real wheelchairs and environment, it is implemented in Gazebo and ROS. The sensors inlcude an encoder, a laser range finder and a set of Kinect. Without nursing staff’s company, the user could complete driver training and assessment procedures by himself. Experiments verify that this platform can be used as a valid tool for driver training and evaluation.

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References

  1. Ding, D., Cooper, R.A.: Electric powered wheelchairs. IEEE Control Systems 25(2), 22–34 (2005)

    Article  Google Scholar 

  2. Hasdai, A., Jessel, A.S., Weiss, P.L.: Use of a computer simulator for training children with disabilities in the operation of a powered wheelchair. American Journal of Occupational Therapy 52(3), 215–220 (1998)

    Article  Google Scholar 

  3. Tsui, K.M., Feil-Seifer, D.J., Matarić, M.J., et al.: Performance evaluation methods for assistive robotic technology. In: Performance Evaluation and Benchmarking of Intelligent Systems, pp. 41–66. Springer, US (2009)

    Chapter  Google Scholar 

  4. Rebsamen, B., Guan, C., Zhang, H., et al.: A brain controlled wheelchair to navigate in familiar environments. IEEE Transactions on Neural Systems and Rehabilitation Engineering 18(6), 590–598 (2010)

    Article  Google Scholar 

  5. Li, Q., Chen, W., Wang, J.: Dynamic shared control for human-wheelchair. Cooperation. In: 2011 IEEE International Conference on Robotics and Automation (ICRA), pp. 4278–4283. IEEE (2011)

    Google Scholar 

  6. Levine, S.P., Bell, D.A., Jaros, L.A., et al.: The NavChair assistive wheelchair navigation system. IEEE Transactions on Rehabilitation Engineering 7(4), 443–451 (1999)

    Article  Google Scholar 

  7. Simpson, R., LoPresti, E., Hayashi, S., et al.: The smart wheelchair component system. Journal of Rehabilitation Research and Development 41(3B), 429–442 (2004)

    Article  Google Scholar 

  8. Niniss, H., Nadif, A.: Simulation of the behaviour of a powered wheelchair using virtual reality. In: 3rd International Conference on Disability, Virtual Reality and Associated Technologies, pp. 9–14 (2000)

    Google Scholar 

  9. Lin, C.S., Chang, C.C., Chen, W.L.: Design and application of an interactive wheelchair training system. Biomedical Engineering: Applications, Basis and Communications 20(06), 377–385 (2008)

    Google Scholar 

  10. Braga, R.A.M., Malheiro, P., Reis, L.P.: Development of a realistic simulator for robotic intelligent wheelchairs in a hospital environment. In: Baltes, J., Lagoudakis, M.G., Naruse, T., Ghidary, S.S. (eds.) RoboCup 2009. LNCS, vol. 5949, pp. 23–34. Springer, Heidelberg (2010)

    Google Scholar 

  11. Braga, R.A., Petry, M., Reis, L.P., et al.: IntellWheels: modular development platform for intelligent wheelchairs. Journal of Rehabilitation Research and Development 48(9), 1061 (2011)

    Article  Google Scholar 

  12. Liao, W., Chen, W., Wei, Z., Zhang, W., Wang, J., Li, K.: An Open-Source Development and Simulation Platform for Smart Wheelchairs. In: Lee, J., Lee, M.C., Liu, H., Ryu, J.-H. (eds.) ICIRA 2013, Part I. LNCS, vol. 8102, pp. 295–306. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  13. Wang, Y., Chen, W.: Hybrid map-based navigation for intelligent wheelchair. In: 2011 IEEE International Conference on Robotics and Automation (ICRA), pp. 637–642. IEEE (2011)

    Google Scholar 

  14. Koenig, N., Howard, A.: Design and use paradigms for gazebo, an open-source multi-robot simulator. In: 2004 IEEE/RSJ Proceedings of the Intelligent Robots and Systems, IROS 2004, vol. 3, pp. 2149–2154. IEEE (2004)

    Google Scholar 

  15. Gazebo, http://gazebosim.org

  16. Robot Operating System (ROS), http://www.ros.org/wiki

  17. COLLADA - Digital Asset and FX Exchange Schema, http://collada.org

  18. Hahnel, D., Burgard, W., Fox, D., et al.: An efficient FastSLAM algorithm for generating maps of large-scale cyclic environments from raw laser range measurements. In: Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003), vol. 1, pp. 206–211. IEEE (2003)

    Google Scholar 

  19. Wang, Y., Chen, W., Wang, J., et al.: Improved particle filter localization in crowded environments for mobile robots. Jiqiren (Robot) 34(5), 596–603 (2012) (in Chinese)

    Google Scholar 

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Liu, L., Wang, J., Chen, W. (2014). A Virtual Simulation and Driver Evaluation Platform for Smart Wheelchairs. In: Ma, S., Jia, L., Li, X., Wang, L., Zhou, H., Sun, X. (eds) Life System Modeling and Simulation. ICSEE LSMS 2014 2014. Communications in Computer and Information Science, vol 461. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45283-7_32

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  • DOI: https://doi.org/10.1007/978-3-662-45283-7_32

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-45282-0

  • Online ISBN: 978-3-662-45283-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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