期刊
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
卷 15, 期 3, 页码 1102-1122出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCDS.2023.3241632
关键词
Artificial intelligence (AI); assistive technology; exoskeleton; human-robot interaction (HRI); intent detection
This study aims to analyze the insufficiency and improvement aspects of exoskeleton technology, and provide guidelines for assistive device selection and mitigation of limitations.
Exoskeletons and orthoses are wearable mobile systems providing mechanical benefits to users. Despite significant improvements in the last decades, the technology is not fully mature to be adopted for strenuous and nonprogrammed tasks. To accommodate this insufficiency, different aspects of this technology need to be analyzed and improved. Numerous studies have tried to address some aspects of exoskeletons, e.g., mechanism design, intent prediction, and control scheme. However, most works have focused on a specific element of design or application without providing a comprehensive review framework. This study aims to analyze and survey the contributing aspects to this technology's improvement and broad adoption. To address this, after introducing assistive devices and exoskeletons, the main design criteria will be investigated from both physical human-robot interaction (HRI) perspectives. In order to establish an intelligent HRI strategy and enable intuitive control for users, cognitive HRI will be investigated after a brief introduction to various approaches to their control strategies. The study will be further developed by outlining several examples of known assistive devices in different categories. Some guidelines for exoskeleton selection and possible mitigation of current limitations will be discussed.
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