Abstract
The development of robot and manipulator systems to support the aged and/or handicapped persons, rending them a greater daily life independence is one core objective of service robotics. The motion of service robots to meet some given objectives has to be planned. For this purpose a knowledge-based approach for trajectory planning of a manipulator arm, assembled at a wheel chair, and a pertaining evolutionary optimisation algorithm is proposed. The approach offers the opportunity to adapt the planning approach to the specific problem to be solved. The required computational power can be provided by standard personal computers, interfaced with a distributed computer system with a parallel virtual machine (PVM) software architecture. The characteristics of the evolutionary algorithm and its implementation on a distributed system, results in an efficient and flexible path planning system, are described.
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References
Blechschmidt, E. (1997). Kollisionsfreie Trajektorienplanung unter Verwendung Evolutionärer Strategien. PhD thesis. Universität Bremen.
Dierckx, P. (1993). Curve and Surface Fitting with Splines. Clarendon Press. Oxford.
Geist, A. (1994). PVM 3 user’s guide and reference manual. Oakridge National Laboratory. Oakridge, Tennessee.
Horstschäfer, A. (1996). Verteilte Rechenleistung in PC- oder Workstation- Netzen. Institut für Automatisierungstechnik, Universität Bremen, Studienarbeit.
Kawamura, K. (1995). Intelligent Robotic Systems in Service of the Disabled. In: Transactions on Rehabilitation Engineering, Vol.3, No. 1. IEEE. New York.
Rechenberg, I. (1994). Evolutionsstrategie ? 94- frommann - holzboog. Stuttgart.
Schöneburg, E. (1994). Genetische Algorithmen und Evolutionsstrategien. Addison-Wesley. Bonn.
Schwefel, H.P. and T. Bäck (1992). Künstliche Evolution - eine intelligente Problemlösungsstrategie ?. KI - Künstliche Intelligenz 6 (2), 20 - 27.
Shiller, Z. and S. Dubowsky (1989). Robot path planning with obstacles, actuator, gripper, and payload constraints. In: The International Journal of Robotic Research. Vol. 8. pp. 3 - 18. IEEE. New York.
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© 1998 Springer-Verlag Berlin Heidelberg
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Blechschmidt, R., Popovic, D. (1998). Distributed Motion Planning for Service Robotic Applications. In: Distributed Autonomous Robotic Systems 3. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-72198-4_36
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DOI: https://doi.org/10.1007/978-3-642-72198-4_36
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-72200-4
Online ISBN: 978-3-642-72198-4
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