A neural network controller for functional neuromuscular stimulation systems

James Abbas, Howard J. Chizeck

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Functional neuromuscular stimulation (FNS) is used for restoring the ability to stand and walk to individuals with neurological deficits of the lower extremities. Existing FNS systems operate in a open-loop or feedforward (FF) mode. A procedure for customizing FF parameters and adapting them online is developed. A neural network control system is described and evaluated in studies on a computer-simulated musculoskeletal model. Results demonstrate the ability of the control system to customize and adapt the FF controller parameters online.

Original languageEnglish (US)
Title of host publicationProceedings of the Annual Conference on Engineering in Medicine and Biology
Place of PublicationPiscataway, NJ, United States
PublisherPubl by IEEE
Pages1456-1457
Number of pages2
Volume13
Editionpt 3
ISBN (Print)0780302168
StatePublished - 1991
Externally publishedYes
EventProceedings of the 13th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Orlando, FL, USA
Duration: Oct 31 1991Nov 3 1991

Other

OtherProceedings of the 13th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
CityOrlando, FL, USA
Period10/31/9111/3/91

Fingerprint

Neural networks
Control systems
Controllers

ASJC Scopus subject areas

  • Bioengineering

Cite this

Abbas, J., & Chizeck, H. J. (1991). A neural network controller for functional neuromuscular stimulation systems. In Proceedings of the Annual Conference on Engineering in Medicine and Biology (pt 3 ed., Vol. 13, pp. 1456-1457). Piscataway, NJ, United States: Publ by IEEE.

A neural network controller for functional neuromuscular stimulation systems. / Abbas, James; Chizeck, Howard J.

Proceedings of the Annual Conference on Engineering in Medicine and Biology. Vol. 13 pt 3. ed. Piscataway, NJ, United States : Publ by IEEE, 1991. p. 1456-1457.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abbas, J & Chizeck, HJ 1991, A neural network controller for functional neuromuscular stimulation systems. in Proceedings of the Annual Conference on Engineering in Medicine and Biology. pt 3 edn, vol. 13, Publ by IEEE, Piscataway, NJ, United States, pp. 1456-1457, Proceedings of the 13th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, FL, USA, 10/31/91.
Abbas J, Chizeck HJ. A neural network controller for functional neuromuscular stimulation systems. In Proceedings of the Annual Conference on Engineering in Medicine and Biology. pt 3 ed. Vol. 13. Piscataway, NJ, United States: Publ by IEEE. 1991. p. 1456-1457
Abbas, James ; Chizeck, Howard J. / A neural network controller for functional neuromuscular stimulation systems. Proceedings of the Annual Conference on Engineering in Medicine and Biology. Vol. 13 pt 3. ed. Piscataway, NJ, United States : Publ by IEEE, 1991. pp. 1456-1457
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