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Part of the book series: IFMBE Proceedings ((IFMBE,volume 16))

Abstract

We suggest in this review paper that control of assistive systems for individuals with disability caused by injury or disease of central nervous system has to be approached with rather sophisticated methods that are capable to deal with high redundancy, nonlinearities, time variations, adaptation to the environment, and perturbations. The use of three levels that provide interaction with user, coordination of multi joint activity, and biological actuators is likely to be the solution for future electrical stimulation assistive systems. This is especially important for therapeutic assistive systems that must mimic life-like movement. The top control level needs to be discrete and secure the recognition of intended movement and possibly some kind of feedback, the middle control level needs to be discrete and provide multi joint coordination that is based on temporal and spatial synergistic model of the movement. The lowest control level needs to be model-based in order to match the specifics of the musculo-skeletal system. The hierarchical hybrid control is inherently predictive adaptive controller that, if properly designed, could results with effective generation of segment movements that lead to life like function (e.g., walking, standing, manipulation, grasping, etc.).

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References

  1. Yan TB, Hui-Chan CWY, and Li LSW (2005) Functional electrical stimulation improves motor recovery of the lower extremity and walking ability of subjects with first acute stroke - A randomized placebo-controlled trial. Stroke 36(1):80–5.

    Article  Google Scholar 

  2. Popovic MB, Popovic DB, Sinkjaer T, Stefanovic A and Schwirtlich L (2003) Clinical Evaluation of Functional Electrical Therapy in Acute Hemiplegic Subjects. J Rehabil Res Dev 40(5):443–45

    Article  Google Scholar 

  3. Khaslavskaya S and Sinkjær T (2005) Motor cortex excitability following repetitive electrical stimulation of the common peroneal nerve depends on the voluntary drive. Exp Brain Res 162(4):497–502

    Article  Google Scholar 

  4. Ridding MC, Brouwer B, Miles TS, Pitcher JB, and Thompson PD (2000) Changes in muscle responses to stimulation of the motor cortex induced by peripheral nerve stimulation in human subjects. Exp Brain Res 131(1):135–43

    Article  Google Scholar 

  5. Tomovic R. and McGhee RB (1968) A finite state approach to the synthesis of bioengineering control systems. IEEE Trans Human Factors Eng HFE-7:65–69

    Google Scholar 

  6. Kawato M, Furukawa K, and Suzuki R (1987) A Hierarchical Neural-Network Model for Control and Learning of Voluntary Movement. Biol Cybern 57:169–185

    Article  MATH  Google Scholar 

  7. Kawato M (1990) Feedback-Error-Learning Neural Network for Supervised Motor Learning. Advanced Neural Computers, pp 365–372

    Google Scholar 

  8. Popovic MB (2003) Control of Neural Prostheses for Grasping and Reaching. Med Eng Phys 25(1):41–50

    Article  Google Scholar 

  9. Popovic DB (2003) Control of Walking in Humans with Impact to Standing and Walking. J Aut Control 13:1–34

    Google Scholar 

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© 2007 Springer-Verlag Berlin Heidelberg

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Popovic, D., Popovic, M. (2007). Control for Therapeutic Functional Electrical Stimulation. In: Jarm, T., Kramar, P., Zupanic, A. (eds) 11th Mediterranean Conference on Medical and Biomedical Engineering and Computing 2007. IFMBE Proceedings, vol 16. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73044-6_2

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  • DOI: https://doi.org/10.1007/978-3-540-73044-6_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-73043-9

  • Online ISBN: 978-3-540-73044-6

  • eBook Packages: EngineeringEngineering (R0)

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