Cover image for Development of Biocooperative Control Strategies for Neuromotor Rehabilitation Robotic Platforms A Real-Time Embedded Approach for Enhanced Human-Robot Interaction
Title:
Development of Biocooperative Control Strategies for Neuromotor Rehabilitation Robotic Platforms A Real-Time Embedded Approach for Enhanced Human-Robot Interaction
Author:
Cisnal de la Rica, Ana. author. (orcid)0000-0002-1556-7179
ISBN:
9783032024855
Edition:
1st ed. 2025.
Physical Description:
XIX, 78 p. 38 illus., 35 illus. in color. online resource.
Series:
Springer Theses, Recognizing Outstanding Ph.D. Research,
Abstract:
This book presents the development of a multimodal physiological signal acquisition system and cooperative control strategies for applications in upper-limb robotic rehabilitation. First, it introduces a non-pattern recognition EMG-based platform for hand rehabilitation, demonstrating its strong performance in both gesture recognition accuracy and responsiveness. It also discusses the role of EMG-based visual feedback, showing how real-time visualization of muscle activation enhances user performance during training. In turn, it reports on the validation of a low-cost multimodal acquisition solution using two different real-time biocooperative control strategies. The results demonstrate that the developed low-cost wearable platform, which integrates multiple sensors, wireless communication, and a high-efficiency real-time microcontroller, is highly versatile and configurable, and shows a good signal quality. By addressing two main aspects that limit the adoption of biocooperative systems in clinical rehabilitation settings - hardware affordability and system reliability - this outstanding PhD thesis paves the way to the implementation of real-time biocooperative controls for future applications in robotic rehabilitation. .
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