Abstract
The development of an intelligent wheel chair (IW) platform that may be easily adapted to any commercial electric powered wheelchair and aid any person with special mobility needs is the main objective of the IntellWheels project. To be able to achieve this main objective, three distinct control methods were implemented in the IW: manual, shared and automatic. Several algorithms were developed for each of these control methods. This paper presents three of the most significant of those algorithms with emphasis on the shared control method. Experiments were performed by users suffering from cerebral palsy, using a realistic simulator, in order to validate the approach. The experiments revealed the importance of using shared (aided) controls for users with severe disabilities. The patients still felt having complete control over the wheelchair movement when using a shared control at a 50 % level and thus this control type was very well accepted. Thus it may be used in intelligent wheelchairs since it is able to correct the direction in case of involuntary movements of the user but still gives him a sense of complete control over the IW movement.
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Faria, B.M., Ferreira, L., Reis, L.P., Lau, N., Petry, M., Soares, J.C.: Manual control for driving an intelligent wheelchair: A comparative study of joystick mapping methods, IROS 2012, Progress, challenges and future perspectives in navigation and manipulation assistance for robotic wheelchairs workshop. In: IEEE/RSJ International Conference on Intelligent Robots and Systems 2012, Vilamoura, Algarve, pp. 7–12 (2012)
Petry, M., Moreira, A.P., Braga, R., Reis, L.P.: Shared control for obstacle avoidance in intelligent wheelchairs. In: IEEE Conference on Robotics, Automation and Mechatronics. Singapore, pp. 182–187 (2010)
Simpson, R.: Smart wheelchairs: a literature review. J. Rehabil. Res. Devel. 42(5), 423–435 (2005)
Woods, B., Watson, N.: The social and technological history of wheelchairs. Int. J. Ther. Rehabil. 11(9), 407–410 (2004)
Faria, B.M., Vasconcelos, S., Reis, L.P., Lau, N.: Evaluation of distinct input methods of an intelligent wheelchair in simulated and real environments: a performance and usability study. Assistive Technology: The Official Journal of RESNA (Rehabilitation Engineering and Assistive Technology Society of North America), USA, vol. 25, no. 2, pp. 88–98 (2013)
Simpson, R., LoPresti, E., Hayashi, S., Nourbakhsh, I., Miller, D.: The Smart wheelchair component system. J. Rehabil. Res. Devel. 41(3B), 429–442 (2004)
Braga, R., Petry, M., Moreira, A.P., Reis, L.P.: Concept and design of the intellwheels platform for developing intelligent wheelchairs. LNEE/ Inform. Control. Autom. Robot. 37, 191–203 (2009)
Madarasz, R.L., Heiny, L.C., Cromp, R.F., Mazur, N.M.: The design of an autonomous vehicle for the disabled. IEEE J. Robot. Autom. 2(3), 117–126 (1986)
Hoyer, H., Hölper, R.: Open control architecture for an intelligent omnidirectional wheelchair. In: Proceedings of the 1st TIDE Congress. Brussels, pp. 93–97, (1993)
Wellman, P., Krovi, V., Kumar, V.: An adaptive mobility system for the disabled. In: Proceedings of IEEE International Conference on Robotics and Automation, vol. 3, pp. 2006–2011 (1994)
Simpson, R.: NavChair: An assistive wheelchair navigation system with automatic adaptation. In: Assistive Technology and Artificial Intelligence. Springer, Berlin Heidelberg, p. 235 (1998)
Miller, D., Slack, M.: Design and testing of a low-cost robotic wheelchair. Auton. Robot. 2(1), 77–88 (1995)
Miller, D.: Assistive robotics: An overview. In: Assistive Technology AI, vol. 1458, pp. 126–136 (1998)
Borgerding, B., Ivlev, O., Martens, C., Ruchel, N., Gräser, A.: FRIEND: Functional robot arm with user friendly interface for disabled people. In: 5th European Conference for the Advancement of Assistive Technology (1999)
Project, L.: LURCH—the autonomous wheelchair. Available: http://airwiki.ws.dei.polimi.it/index.php/LURCH_The_autonomous_wheelchair. Accessed May 2013.
Bonail, B., Abascal, J., Gardeazabal, L.: Wheelchair-based open robotic platform and its performance within the ambiennet project. In: Proceedings 2nd International Conference on Pervasive Technologies Related to Assistive Environments. ACM, Corfu pp. 631–636 (2009)
Pruski, A., Ennaji, M., Morere, Y.: VAHM: A user adapted intelligent wheelchair. In: Proceedings of the 2002 IEEE International Conference on Control Applications, vol. 2. pp. 784–789. Glasgow (2002)
Soh, H., Demiris, Y.: Towards early mobility independence: an intelligent paediatric wheelchair with case studies. In: IROS 2012 Workshop on Progress, Challenges and Future Perspectives in Navigation and Manipulation Assistance for Robotic Wheelchairs, Vilamoura (2012)
Mandel, C., Rofer, T., Lohmuller, I.: On the clinical evaluation of smart driving assistance for power wheelchairs. In: IROS 2012 Workshop on Progress, Challenges and Future Perspectives in Navigation and Manipulation Assistance for Robotic Wheelchairs, Vilamoura (2012)
Braga, R., Petry, M., Reis, L.P., Moreira, A.P.: Intell-Wheels: Modular development platform for intelligent wheelchairs. J. Rehabil. Res. Devel. 48(9), 1061–1076 (2011)
Braga, R., Petry, M., Moreiram A.P., Reis, L.P.: Intellwheels: A development platform for intelligent wheelchairs for disabled people. In: Proceeding of the 5th International Conference on Informatics in Control, Automation and Robotics. Vol I. Funchal, pp. 115–121 (2008)
Petry, M., Moreira, A.P., Reis, L.P., Rossetti, R.: Intelligent wheelchair simulation: requirements and architectural issues. In: 11th International Conference on Mobile Robotics and Competitions. Lisbon, pp. 102–107 (2011)
Faria, B.M., Vasconcelos, S., Reis, L.P., Lau, N.: A methodology for creating intelligent wheelchair users’ profiles. In: ICAART 2012–4th International Conference and Artificial Intelligence. Algarve, pp. 171–179 (2012)
Faria, B.M., Reis, L.P., Lau, N., Soares, J.C., Vasconcelos, S.: Patient Classification and Automatic Configuration of an Intelligent Wheelchair, Communications in Computer and Information Science, vol. 358 pp. 268–282 Springer (2013)
Faria, B.M., Reis, L.P., Lau, N.: Knowledge discovery and multimodal inputs for driving an intelligent wheelchair. Int. J. Knowl. Disc. Bioinforma. 2(4), 18–34 (2011)
Faria, B.M., Reis, L.P., Lau, N.: Manual, automatic and shared methods for controlling an intelligent wheelchair: Adaptation to cerebral palsy users. In: 13th International Conference on Autonomous Robot Systems and Competitions, pp. 26–31 (2013)
Lewis, J.R.: IBM computer usability satisfaction questionnaires: psychometric evaluation and instructions for use. Int. J. Human-Computer Interact. 7(1), 57–78 (1995)
Palisano, R.J., Rosenbaum, P., Bartlett, D., Livingston, M.H.: Content validity of the expanded and revised gross motor function classification system. Dev. Med. Child Neurol. 50(10), 744–750 (2008)
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Faria, B.M., Reis, L.P. & Lau, N. Adapted Control Methods for Cerebral Palsy Users of an Intelligent Wheelchair. J Intell Robot Syst 77, 299–312 (2015). https://doi.org/10.1007/s10846-013-0010-9
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DOI: https://doi.org/10.1007/s10846-013-0010-9