Applications and Prospects of AI in Intelligent Artificial Limbs Design

DOI

10.2991/978-94-6463-518-8_68How to use a DOI?

Keywords

Artificial limbs; AI; Deep learning

Abstract

In recent years, the rapid development of artificial intelligence (AI) has greatly promoted the design and manufacturing of intelligent medical devices. However, the system of AI, the variety of signals from sensors, and the cognition of bionic dynamic devices are too immature, and current research in this field is not systematic enough. The problems of them limit the advanced development of intelligent artificial limbs. This paper reviews the application of AI to intelligent artificial limbs in the medical field. The review involves three main sections: structure designs, signal recognition, processing, and motion control. The review adopts interdisciplinary and literature research methods to summarize the main problems and promising techniques. The review summarizes the motion controls and structure problems in intelligent artificial limbs. AI can provide all-time adjustment of intelligent artificial limbs to improve the patient's adaptation. The improvement of structure design and motion control can make intelligent artificial limbs able to help disabled people move again and even do some easy sports to accelerate the rehabilitation of motion ability This paper provides a review and analysis of the intelligent artificial limb. The advanced development of the intelligent artificial limb in AI is divided into several aspects. The analysis in this paper provides many advice for the product. The advice of the intelligent artificial limb can make it produced widely in the market.

Copyright

© 2024 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Jiyong Sun
PY  - 2024
DA  - 2024/09/28
TI  - Applications and Prospects of AI in Intelligent Artificial Limbs Design
BT  - Proceedings of the 2024 International Conference on Mechanics, Electronics Engineering and Automation (ICMEEA 2024)
PB  - Atlantis Press
SP  - 714
EP  - 722
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-518-8_68
DO  - 10.2991/978-94-6463-518-8_68
ID  - Sun2024
ER  -