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Preliminary Bilateral Upper Limb Rehabilitation system Based on sEMG and Muscle Tone

Preliminary Bilateral Upper Limb Rehabilitation System Based...

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IEEE International Conference on Mechatronics and Automation

作者： Hanze Wang Shuxiang Guo He Li Dongdong Bu Key Laboratory of Convergence Biomedical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology Beijing Institute of Technology Beijing China The Department of Electronic and Electrical Engineering Southern University of Science and Technology Shenzhen Guangdong China

In recent years, with the increasing number of stroke patients, master-slave telerehabilitation has become one of the research hotspots in the field of rehabilitation. However, when estimating the angle of the main end, the angle estimation model is difficult to be widely applicable due to the different muscle tension of the physiotherapist itself. During remote rehabilitation training, it is difficult for physical therapists to obtain the damage of the affected limb, so it is difficult to arrange appropriate training intensity and training volume, which affects the effect of remote rehabilitation to a certain extent. To address these issues, this paper proposes a novel master-slave rehabilitation system. The therapist obtains his own muscle tension level a priori through FSR402, and jointly estimates the movement angle through the (Surface Electromyography) sEMG signal collected by MYO, so as to control the slave end. While following the rehabilitation training, the patient at the slave end reflects real-time muscle force of the affected limb and the true feeling of the movement to the master end through the muscle tension measurement arm cuff and the relevant buttons on the PC end. The overall system realizes data transmission through (User Datagram Protocol) UDP, so as to realize more secure and personalized master-slave control. The experiment proves that the new master-slave rehabilitation system is real and feasible.

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Design and Static Analysis of Feet-legs Device of a Natatores-like Amphibious Robot 20

Design and Static Analysis of Feet-legs Device of a Natatore...

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20th IEEE International Conference on Mechatronics and Automation, ICMA 2023

作者： Lin, Xinru Shi, Liwei Guo, Shuxiang Beijing Institute of Technology School of Medical Technology Beijing100081 China School of Life Science Beijing Institute of Technology Beijing100081 China Ministry of Industry and Information Technology Key Laboratory of Convergence Medical Engineering System and Healthcare Technology Beijing Institute of Technology Beijing100081 China Southern University of Science and Technology The Department of Electronic and Electrical Engineering Guangdong Shenzhen518055 China

ISBN: (纸本)9798350320831

With the increased demand for the exploration of the ocean, the focus of research in the field of robotics has changed. Amphibious robots show broad application prospects. In order to design an amphibious robot adapted to multiple environments, a feet-legs device inspired by natatores was designed. Each webbed foot is made up of three sets of four-linked rods that allow the toe bones to fold and shrink, enabling better imitation of the webbed feet motion of natatores paddling. In order to analyse and optimize the mechanical strength of the critical components of the device during operation, static analysis and structural improvements are made to the webbed feet and the roller of the cylindrical cam. The results show that the static strength of improved webbed feet and the cam roller meet the requirements. © 2023 IEEE.

关键词： Static analysis

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Preliminary Exploration of Haptic-enabled Therapist-in-the-Loop Telerehabilitation system for Exoskeleton-assisted Upper Limb Training

Preliminary Exploration of Haptic-enabled Therapist-in-the-L...

引用

IEEE International Conference on Mechatronics and Automation

作者： He Li Shuxiang Guo Hanze Wang Dongdong Bu The Key Laboratory of Convergence Biomedical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology Beijing Institute of Technology Beijing China The Department of Electronic and Electrical Engineering Southern University of Science and Technology Shenzhen Guangdong China

Faced with the increase in upper limb hemiplegia caused by stroke, robotic exoskeleton-assisted home-based telerehabilitation has attracted increasing attention in recent years. Telerehabilitation is a viable alternative to traditional face-to-face rehabilitation training, which has many advantages. In this paper, a preliminary therapist-in-the-loop haptic-enable telerehabilitation system for upper limb training is presented. In the telerehabilitation system, a high-definition haptic device manipulated by the operator (served as the therapist) is the master side, and the designed upper limb rehabilitation exoskeleton worn by the subject (served as the stroke patient) is the slave side. The master-slave side realizes the operation and force data transmission through TCP/IP communication protocol. Through experiments, the angle error and time delay are analyzed, which proves the usability of the constructed system and lays the foundation for the subsequent research.

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A Portable Surgeon’s Habits-based Master Manipulator for Vascular Interventional Surgery Robots

A Portable Surgeon’s Habits-based Master Manipulator for Va...

引用

IEEE International Conference on Mechatronics and Automation

作者： Duohao Zhao Shuxiang Guo Chuqiao Lyu Yonggan Yan Zhijun Lin The Key Laboratory of Convergence Biomedical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology Beijing Institute of Technology Beijing China The Department of Electronic and Electrical Engineering Southern University of Science and Technology Shenzhen Guangdong China

The emergence of vascular interventional surgery robot (VISR) has brought good news to patients. However, the current research on the master manipulator is still in its infancy. Nowadays, the shortcomings of the developed master manipulator include poor portability, lack of tactile feedback devices, not in line with surgeon’s operating habits and so on. In order to solve the above problems, a novel master manipulator is proposed in this paper. In order to realize the linear displacement measurement of the operating handle, a linear displacement measurement (LDM) unit based on rollers was proposed. By using the brushed DC motor and the bevel gears, the angular displacement measurement (ADM) unit and the circumferential force feedback (CFF) unit were designed. The decoupling of the operating rod and the rotating rod facilitated the portability of the proposed manipulator. Evaluation experimental results showed that the maximum linear error of the master manipulator was 0.296mm and the maximum angular displacement error was 7.66 degrees, which is acceptable. Moreover, the mathematical relationship between the circumferential force generated by the CFF and the input current was also obtained. To sum up, compared with other master manipulators, the proposed master manipulator is shown to be better and more promising.

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A Classification Method for ECG Signals Based on Convolutional Neural Network

A Classification Method for ECG Signals Based on Convolution...

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IEEE International Conference on Mechatronics and Automation

作者： Yuan Yang Jin Guo Fengze Lyu Shuxiang Guo The Key Laboratory of Convergence Biomedical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology Beijing Institute of Technology Beijing China The Department of Electronic and Electrical Engineering Southern University of Science and Technology Shenzhen Guangdong China

Cardiovascular disease is a chronic disease with high incidence, high disability and high mortality, which poses a great threat to the life and health of people all over the world. At present, the incidence and mortality of cardiovascular disease are increasing year by year worldwide, so the prevention and treatment of cardiovascular disease has become a top priority. In recent years, with the development of computer technology in the field of auxiliary diagnosis and treatment, the research on automatic classification of Electrocardiogram (ECG) signals has ushered in new opportunities. In this study, ECG signals are taken as the research object, to analyze the auxiliary diagnosis needs of users such as patients and pathologists. This study mainly uses ECG data from MIT-BIH database, combined with relevant preprocessing knowledge and deep learning classification model, to achieve ECG reading, denoising, segmentation, classification and so on. It can effectively improve the efficiency of diagnosis. It has certain reference value for assisting users to diagnose arrhythmia.

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A Novel Capsule Robot Drive Module with Translational Motion Functions

A Novel Capsule Robot Drive Module with Translational Motion...

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IEEE International Conference on Mechatronics and Automation

作者： Long Yao Shuxiang Guo The Key Laboratory of Convergence Biomedical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology Beijing Institute of Technology Beijing China The Department of Electronic and Electrical Engineering Southern University of Science and Technology Shenzhen Guangdong China

Wireless endoscopic robots, which are often used in gastrointestinal diseases, are difficult to integrate multiple functions simultaneously due to their limited size. Based on the functional modular working concept of capsule robots previously proposed. The drive module supports and navigates the functional modules for specific diagnosis or treatment, and the two can form new structures through docking mechanisms. The drive module developed so far has a simple structure and can realize basic transportation work, but the motion state is only a single axial rotation. In this study, we will introduce a magnetic drive module of a gastrointestinal capsule robot with forward translation movement ability, which can ensure horizontal forward movement under the condition of maintaining stability at one end, and the rotation surface of the external control magnetic field is replaced from a plane perpendicular to the direction of motion to a plane parallel to it, which is conducive to the utilization of the rotation degrees of freedom of the vertical plane by the functional module that matches it. Experiments show that the drive module can advance stably within the error range.

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A Novel Steerable Catheter for Vascular Interventional Surgery

A Novel Steerable Catheter for Vascular Interventional Surge...

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IEEE International Conference on Mechatronics and Automation

作者： Yonggan Yan Shuxiang Guo Chuqiao Lyu Duohao Zhao Zhijun Lin Key Laboratory of Convergence Biomedical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology Beijing Institute of Technology Beijing China The Department of Electronic and Electrical Engineering Southern University of Science and Technology Shenzhen Guangdong China

To improve the operation success rate, the steerable catheter is theoretically significant and practically valuable to design. However, it is still difficult for most existing catheters to realize this function. In this paper, to steer the catheter head, a novel spring-based tendon-drive structure was proposed with a diameter of 1.5mm. To obtain precise tip poses, based on the local force analysis, it is demonstrated that the contact force at each point between the tendon and spring is equal. And under the premise of frictionless, the curvature at each point of the tendon is equal, which is only related to the tension of the tendon. Then the proposed structure is simplified to a cantilever beam only subjected to bending moment. And the deformation of the catheter tip with the control parameters is expressed. Finally, the experimental setup is established and the experimental results showed that the proposed spring-based tendon-driven catheter deflected in a circular. And the results justified the feasibility of the cantilever beam assumption and the correctness of the deformation formulas. The proposed tendon-driven catheter has the potential in improving the success rate of the vascular approach and operation safety.

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The Performance Evaluation of Static Obstacle Recognition by Underwater Pressure Characteristics for Underwater Spherical Robot

The Performance Evaluation of Static Obstacle Recognition by...

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IEEE International Conference on Mechatronics and Automation

作者： Ao Li Shuxiang Guo The Key Laboratory of Convergence Biomedical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology Beijing Institute of Technology Beijing China The Department of Electronic and Electrical Engineering Southern University of Science and Technology Shenzhen Guangdong China

Underwater spherical robots are flexible and often perform tasks in narrow, dark and complex environments. The artificial lateral line system inspired by the lateral line system of fish can recognize obstacles. However, currently, the recognition of obstacles under the artificial lateral line system is mainly based on the vibration characteristics of obstacles. Based on the blank recognition of static obstacles, this paper analyzes the feasibility of recognition static obstacles. A polynomial regression model is proposed to detect static obstacles (walls) by moving robots. Finally, the effectiveness of obstacle recognition is verified by experiment and simulation.

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Design of a Capsule Robot system for Gastric Hemorrhage Detection using Luminol 20

Design of a Capsule Robot System for Gastric Hemorrhage Dete...

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20th IEEE International Conference on Mechatronics and Automation, ICMA 2023

作者： Mao, Yuchen Guo, Jian Guo, Shuxiang Fu, Qiang Tianjin University of Technology Tianjin Key Laboratory for Control Theory & Application Complicated Systems Intelligent Robot Laboratory School of Electrical Engineering and Automation Binshui Xidao Extension 391 Tianjin300384 China Shenzhen Institute of Advanced Biomedical Robot Co. Ltd No.12 Ganli Sixth Road Jihua Street Longgang District Shenzhen518100 China Key Laboratory of Convergence Medical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology School of Life Science Beijing Institute of Technology No.5 Zhongguancun South Street Beijing100081 China

ISBN: (纸本)9798350320831

Gastric hemorrhage in upper gastrointestinal bleeding is an obvious indicator of deteriorating gastric disease. This paper proposes a capsule robot system for detecting bleeding in the stomach. The patient ingests a capsule robot containing luminol reagent, which detects bleeding in the stomach via chemiluminescence. The MCU receives the optical sensor signal, and the data is transmitted via radio frequency. The external lower computer receives and forwards the data to the upper computer for processing and display. The data is used to determine the presence and amount of stomach bleeding. Chemiluminescence is an excellent sensor, requiring no external energy supply, and demonstrating excellent sensitivity and selectivity. Combining chemical and electronic sensors presents opportunities for further development. Capsule robot detection reduces the discomfort and risk of secondary injury associated with traditional endoscopy. This paper establishes an experimental platform using porcine blood to simulate human blood, demonstrating the feasibility of the system. © 2023 IEEE.

关键词： Chemiluminescence

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Study on 6D Pose Estimation system of Occlusion Targets for the Spherical Amphibious Robot based on Neural Network 20

Study on 6D Pose Estimation System of Occlusion Targets for ...

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20th IEEE International Conference on Mechatronics and Automation, ICMA 2023

作者： Du, Chaofeng Guo, Jian Guo, Shuxiang Fu, Qiang Tianjin University of Technology Tianjin Key Laboratory for Control Theory & Applications in Complicated Systems Intelligent Robot Laboratory BinshuiXidao Extension 391 Tianjin300384 China Shenzhen Institute of Advanced Biomedical Robot Co. Ltd. No.12 Ganli Sixth Road Jihua Street Longgang District Shenzhen518100 China School of Life Science Beijing Institute of Technology Key Laboratory of Convergence Medical Engineering System and Healthcare Technology The Ministry of Industry and Information Technology No.5 Zhongguancun South Street Beijing100081 China

ISBN: (纸本)9798350320831

The amphibious robot needs to accurately estimate the 6D pose of the target in tasks such as target tracking, docking with the recovery module, and target grasping. The current research on target 6D pose estimation is mainly applied to unoccluded targets, but when the target is occluded, the target's pose cannot be accurately identified. Compared with other algorithms, the PVNet algorithm shows better robustness when target is occluded, but the accuracy is still low. To improve the accuracy of the PVNet algorithm, this paper adds the confidence score prediction of the prediction vector at the last layer of the PVNet network, and designs a vector confidence score loss function to train the network. Before generating the hypothetical keypoints, the pixels whose confidence score is lower than the set threshold are screened out, so that the generated hypothetical 2D keypoints are closer to the true 2D keypoints. Finally, the method in this paper is compared with the Tekin, PoseCNN, Oberweger and Pvnet algorithm, and demonstrate the superiority of the proposed method. © 2023 IEEE.

关键词： Semantics

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