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Self-Tuning Algorithms in Robot Joint Control and Sensor Signal Processing

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Book cover Kinematic and Dynamic Issues in Sensor Based Control

Part of the book series: NATO ASI Series ((NATO ASI F,volume 57))

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Abstract

The paper deals with the use of self-tuning algorithms in two distinct but complementary aspects of sensor based robot control systems. The first aspect is basic to all robot control and concerns the dynamic positional control of manipulator joints. In particular, consideration is given to self-tuning algorithms suitable for servo-control. The article describes the form of discrete time models required for this purpose and outlines the corresponding self-tuning algorithms for servo control of the principal axes of a manipulator. Two forms of algorithm are mentioned:

  1. (i)

    Pole assignment control,

  2. (ii)

    Multi-step predictive control.

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References

  1. WAHAB, W., ’Adaptive control of robot manipulator’, Ph.D Thesis, Control Systems Centre, UMIST, Manchester, England, 1985.

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  2. WAHAB, W. and WELLSTEAD, P.E., ’Multivariable self-tuning controller for robot servo application’, The 2nd IFAC workshop on Adaptive system and Signal processing, Lund, Sweden, 1986.

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  3. WAHAB, W. and WELLSTEAD, P.E., ’Self-Tuning Control of a Robot Manipulator Arm’, Control Systems Centre Report 659. UMIST, Manchester, U.K. 1986.

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  4. LELIC, A.M., and ZARROP, M.B. (1986b), ’A Generalised Pole-Placement Self-Tuning Controller Part 1. Basic Algorithm’, Int. J. Control, Vol 46, 2. p 547–568, 1987.

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  5. LELIC, A.M., and WELLSTEAD, P.E. ’A Generalised Pole-Placement Self-Tuning Controller Part 2. Application to Robot Manipulator Control, Int. J. Control, Vol 46, 2. p569–601, 1987.

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  6. WELLSTEAD, P.E., WAGNER, G.R. and CALDAS-PINTO, J.R., ’Two-dimensional Adaptive Prediction, Smoothing and Filtering’, Proc IEE., Pt. F, Vol 134, p 253–267, 1987.

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  7. WELLSTEAD, P.E. and WAGNER, G.R., ’Input/Output Self-Tuning Algorithms Applied to Image Processing’, Control and Decision Conference, Los Angeles, USA, 1987.

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  8. SANOFF, S.P., ’Incremental Pole-Assigment Self-Tuners’, Control Systems Centre Report 619. UMIST, Manchester, U.K. 1984.

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© 1990 Springer-Verlag Berlin Heidelberg

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Wellstead, P.E. (1990). Self-Tuning Algorithms in Robot Joint Control and Sensor Signal Processing. In: Taylor, G.E. (eds) Kinematic and Dynamic Issues in Sensor Based Control. NATO ASI Series, vol 57. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-84012-8_4

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  • DOI: https://doi.org/10.1007/978-3-642-84012-8_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-84014-2

  • Online ISBN: 978-3-642-84012-8

  • eBook Packages: Springer Book Archive

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