Robotics and biomimetics最新文献

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A 6-DOF robot-time optimal trajectory planning based on an improved genetic algorithm 基于改进遗传算法的六自由度机器人时间最优轨迹规划
Robotics and biomimetics Pub Date : 2018-07-03 DOI: 10.1186/S40638-018-0085-7
Jiayan Zhang, Q. Meng, Xugang Feng, Hao Shen
{"title":"A 6-DOF robot-time optimal trajectory planning based on an improved genetic algorithm","authors":"Jiayan Zhang, Q. Meng, Xugang Feng, Hao Shen","doi":"10.1186/S40638-018-0085-7","DOIUrl":"https://doi.org/10.1186/S40638-018-0085-7","url":null,"abstract":"","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"1-7"},"PeriodicalIF":0.0,"publicationDate":"2018-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/S40638-018-0085-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44675255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 25
Systematic engineering design helps creating new soft machines. 系统工程设计有助于创造新的软机器。
Robotics and biomimetics Pub Date : 2018-01-01 Epub Date: 2018-10-26 DOI: 10.1186/s40638-018-0088-4
Arthur Seibel, Lars Schiller
{"title":"Systematic engineering design helps creating new soft machines.","authors":"Arthur Seibel,&nbsp;Lars Schiller","doi":"10.1186/s40638-018-0088-4","DOIUrl":"10.1186/s40638-018-0088-4","url":null,"abstract":"<p><p>Soft robotics is an emerging field in the robotics community which deals with completely new types of robots. However, often new soft robotic designs depend on the ingenuity of the engineer rather being systematically derived. For this reason, in order to support the engineer in the design process, we present a design methodology for general technical systems in this paper and explain it in depth in the context of soft robotics. The design methodology consists of a combination of state-of-the-art engineering concepts that are arranged in such a way that the engineer is guided through the design process. The effectiveness of a systematic approach in soft robotics is illustrated on the design of a new gecko-inspired, climbing soft robot.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"5"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-018-0088-4","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36714449","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
PID, BFO-optimized PID, and PD-FLC control of a two-wheeled machine with two-direction handling mechanism: a comparative study. 具有双向搬运机构的两轮机械PID、bfo优化PID和PD-FLC控制的比较研究。
Robotics and biomimetics Pub Date : 2018-01-01 Epub Date: 2018-11-03 DOI: 10.1186/s40638-018-0089-3
K M Goher, S O Fadlallah
{"title":"PID, BFO-optimized PID, and PD-FLC control of a two-wheeled machine with two-direction handling mechanism: a comparative study.","authors":"K M Goher,&nbsp;S O Fadlallah","doi":"10.1186/s40638-018-0089-3","DOIUrl":"https://doi.org/10.1186/s40638-018-0089-3","url":null,"abstract":"<p><p>In this paper; three control approaches are utilized in order to control the stability of a novel five-degrees-of-freedom two-wheeled robotic machine designed for industrial applications that demand a limited-space working environment. Proportional-integral-derivative (PID) control scheme, bacterial foraging optimization of PID control method, and fuzzy logic control method are applied to the wheeled machine to obtain the optimum control strategy that provides the best system stabilization performance. According to simulation results, considering multiple motion scenarios, the PID controller optimized by bacterial foraging optimization method outperformed the other two control methods in terms of minimum overshoot, rise time, and applied input forces.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"6"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-018-0089-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36755265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Design of a novel wheeled tensegrity robot: a comparison of tensegrity concepts and a prototype for travelling air ducts. 一种新型轮式张拉整体机器人的设计:张拉整体概念与移动风道原型的比较。
Robotics and biomimetics Pub Date : 2018-01-01 Epub Date: 2018-05-15 DOI: 10.1186/s40638-018-0084-8
Francisco Carreño, Mark A Post
{"title":"Design of a novel wheeled tensegrity robot: a comparison of tensegrity concepts and a prototype for travelling air ducts.","authors":"Francisco Carreño,&nbsp;Mark A Post","doi":"10.1186/s40638-018-0084-8","DOIUrl":"https://doi.org/10.1186/s40638-018-0084-8","url":null,"abstract":"<p><p>Efforts in the research of tensegrity structures applied to mobile robots have recently been focused on a purely tensegrity solution to all design requirements. Locomotion systems based on tensegrity structures are currently slow and complex to control. Although wheeled locomotion provides better efficiency over distances there is no literature available on the value of wheeled methods with respect to tensegrity designs, nor on how to transition from a tensegrity structure to a fixed structure in mobile robotics. This paper is the first part of a larger study that aims to combine the flexibility, light weight, and strength of a tensegrity structure with the efficiency and simple control of a wheeled locomotion system. It focuses on comparing different types of tensegrity structure for applicability to a mobile robot, and experimentally finding an appropriate transitional region from a tensegrity structure to a conventional fixed structure on mobile robots. It applies this transitional structure to what is, to the authors' knowledge, the design of the world's first wheeled tensegrity robot that has been designed with the goal of traversing air ducts.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"1"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-018-0084-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36115368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Implementation of Q learning and deep Q network for controlling a self balancing robot model. Q学习和深度Q网络控制自平衡机器人模型的实现。
Robotics and biomimetics Pub Date : 2018-01-01 Epub Date: 2018-12-21 DOI: 10.1186/s40638-018-0091-9
Md Muhaimin Rahman, S M Hasanur Rashid, M M Hossain
{"title":"Implementation of Q learning and deep Q network for controlling a self balancing robot model.","authors":"Md Muhaimin Rahman,&nbsp;S M Hasanur Rashid,&nbsp;M M Hossain","doi":"10.1186/s40638-018-0091-9","DOIUrl":"https://doi.org/10.1186/s40638-018-0091-9","url":null,"abstract":"<p><p>In this paper, the implementations of two reinforcement learnings namely, Q learning and deep Q network (DQN) on the Gazebo model of a self balancing robot have been discussed. The goal of the experiments is to make the robot model learn the best actions for staying balanced in an environment. The more time it can remain within a specified limit, the more reward it accumulates and hence more balanced it is. We did various tests with many hyperparameters and demonstrated the performance curves.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"8"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-018-0091-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36827369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
A multi-jointed underactuated robot hand with fluid-driven stretchable tubes. 一种多关节的欠驱动机械手,带有流体驱动的可拉伸管。
Robotics and biomimetics Pub Date : 2018-01-01 Epub Date: 2018-06-20 DOI: 10.1186/s40638-018-0086-6
Yuangen Wei, Yini Ma, Wenzeng Zhang
{"title":"A multi-jointed underactuated robot hand with fluid-driven stretchable tubes.","authors":"Yuangen Wei,&nbsp;Yini Ma,&nbsp;Wenzeng Zhang","doi":"10.1186/s40638-018-0086-6","DOIUrl":"https://doi.org/10.1186/s40638-018-0086-6","url":null,"abstract":"<p><p>Inspired from flexible bending of octopus' tentacles and outside-driving kind of traditional exoskeletons, this paper proposed a novel self-adaptive underactuated finger mechanism, called OS finger. OS finger is similar to an octopus' tentacle and consists of an artificial muscle which is through all joints and driven by fluid, eight serial-hinged joints, and force-changeable assembly. The force-changeable assembly is mainly composed of a spring and elastic rubber membrane, which is coordinated for stable grasping by a layer of rubber material in the surface of the finger. OS finger can execute different grasping modes depending on the shapes and dimensions of the grasped objects and grip objects in a gentle and form-fitting manner. The OS finger combines good qualities of both rigid grasp of traditional fingers and form-fitting grasp of flexible fingers. Kinematic analysis and experimental results show that the OS robot Hand with four OS fingers is valid for precise pinching, self-adaptive powerful encompassing, and grasping forces that are freely changeable in a wide range. With the advantage of high self-adaptation, various grasp configurations and large range of grasping forces, the OS Hand has a wide range of applications in the area of service robotics which requires a lot of flexible operations of general grasping, moving and releasing.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"2"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-018-0086-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36265061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Cognition-based variable admittance control for active compliance in flexible manipulation of heavy objects with a power-assist robotic system. 基于认知的可变导纳控制在动力辅助机器人系统中对重物的柔性操纵中的主动顺应。
Robotics and biomimetics Pub Date : 2018-01-01 Epub Date: 2018-11-12 DOI: 10.1186/s40638-018-0090-x
S M Mizanoor Rahman, Ryojun Ikeura
{"title":"Cognition-based variable admittance control for active compliance in flexible manipulation of heavy objects with a power-assist robotic system.","authors":"S M Mizanoor Rahman,&nbsp;Ryojun Ikeura","doi":"10.1186/s40638-018-0090-x","DOIUrl":"https://doi.org/10.1186/s40638-018-0090-x","url":null,"abstract":"<p><p>In the first step, a 1-DOF power-assist robotic system (PARS) is developed for lifting lightweight objects. Dynamics for human-robot co-manipulation of objects is derived that considers human cognition (weight perception). Then, admittance control with position feedback and velocity controller is derived using weight perception-based dynamics. Human subjects lift an object with the PARS, and HRI (human-robot interaction) and system characteristics are analyzed. A comprehensive scheme is developed to evaluate the HRI and performance. HRI is expressed in terms of physical HRI (maneuverability, motion, safety, stability, naturalness) and cognitive HRI (workload, trust), and performance is expressed in terms of manipulation efficiency and precision. To follow the guidance of ISO/TS 15066, hazard analysis and risk assessment are conducted. A constrained optimization algorithm is proposed to determine the values of the control parameters that produce optimum HRI and performance with lowest risk. Results show that consideration of weight perception in dynamics and control helps achieve optimum HRI and performance for a set of hard constraints. In the second step, a weight perception-based novel variable admittance control scheme is proposed as an active compliance to the system, which enhances the physical HRI, trust, precision and efficiency by 53.05%, 46.78%, 3.84% and 4.98%, respectively, and reduces workload by 35.38% and thus helps achieve optimum HRI and performance for a set of soft constraints. The risk reduces due to the active compliance. Then, effectiveness of the optimization and control algorithms is validated using a multi-DOF PARS for manipulating heavy objects, and intuitive and natural HRI and performance for power-assisted heavy object manipulation are achieved through calibrating HRI and performance with that for manipulation of lightweight object.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"7"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-018-0090-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36758990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 21
Hybrid control combined with a voluntary biosignal to control a prosthetic hand. 混合控制与自愿生物信号相结合来控制假手。
Robotics and biomimetics Pub Date : 2018-01-01 Epub Date: 2018-09-19 DOI: 10.1186/s40638-018-0087-5
Saeed Bahrami Moqadam, Seyed Mohammad Elahi, An Mo, WenZeng Zhang
{"title":"Hybrid control combined with a voluntary biosignal to control a prosthetic hand.","authors":"Saeed Bahrami Moqadam,&nbsp;Seyed Mohammad Elahi,&nbsp;An Mo,&nbsp;WenZeng Zhang","doi":"10.1186/s40638-018-0087-5","DOIUrl":"https://doi.org/10.1186/s40638-018-0087-5","url":null,"abstract":"<p><p>In this research, the combination of fuzzy/PD and EMG signals, as direct command control, is proposed. Although fuzzy/PD strategy was used to control force position of the artificial hand, the combination of that with EMG signaling to voluntary direct command control is a novel method. In this paper, the EMG signal and its role in effective communication between a DC motor with a voltage trigger and neurofeedback are initially explained. Moreover, by introducing a filtration method, EMG pulses are obtained as stepping pulses with a signal-specific height of a voltage between 0 and 6 V, according to EMG domain voltage, with a time interval adapted from the EMG stimulus pulses. Two data points from each channel of EMG were extracted. The domain of the voltage of the EMG signal is impacted on the output of the fuzzy logic unit, and also the time amount between each stimulus of the EMG signal is the input of the PD controller. By this method, a user can influence grip position and grasping force of his/her prosthesis.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"5 1","pages":"4"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-018-0087-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36553624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Bacterial foraging-optimized PID control of a two-wheeled machine with a two-directional handling mechanism. 带双向搬运机构的两轮机械细菌觅食优化PID控制。
Robotics and biomimetics Pub Date : 2017-01-01 Epub Date: 2017-03-23 DOI: 10.1186/s40638-017-0057-3
K M Goher, S O Fadlallah
{"title":"Bacterial foraging-optimized PID control of a two-wheeled machine with a two-directional handling mechanism.","authors":"K M Goher,&nbsp;S O Fadlallah","doi":"10.1186/s40638-017-0057-3","DOIUrl":"https://doi.org/10.1186/s40638-017-0057-3","url":null,"abstract":"<p><p>This paper presents the performance of utilizing a bacterial foraging optimization algorithm on a PID control scheme for controlling a five DOF two-wheeled robotic machine with two-directional handling mechanism. The system under investigation provides solutions for industrial robotic applications that require a limited-space working environment. The system nonlinear mathematical model, derived using Lagrangian modeling approach, is simulated in MATLAB/Simulink<sup>®</sup> environment. Bacterial foraging-optimized PID control with decoupled nature is designed and implemented. Various working scenarios with multiple initial conditions are used to test the robustness and the system performance. Simulation results revealed the effectiveness of the bacterial foraging-optimized PID control method in improving the system performance compared to the PID control scheme.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"4 1","pages":"1"},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-017-0057-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"34899329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 27
Accuracy to detection timing for assisting repetitive facilitation exercise system using MRCP and SVM. 使用MRCP和SVM辅助重复性促进练习系统的检测时间准确性。
Robotics and biomimetics Pub Date : 2017-01-01 Epub Date: 2017-11-07 DOI: 10.1186/s40638-017-0071-5
Satoshi Miura, Junichi Takazawa, Yo Kobayashi, Masakatsu G Fujie
{"title":"Accuracy to detection timing for assisting repetitive facilitation exercise system using MRCP and SVM.","authors":"Satoshi Miura,&nbsp;Junichi Takazawa,&nbsp;Yo Kobayashi,&nbsp;Masakatsu G Fujie","doi":"10.1186/s40638-017-0071-5","DOIUrl":"https://doi.org/10.1186/s40638-017-0071-5","url":null,"abstract":"<p><p>This paper presents a feasibility study of a brain-machine interface system to assist repetitive facilitation exercise. Repetitive facilitation exercise is an effective rehabilitation method for patients with hemiplegia. In repetitive facilitation exercise, a therapist stimulates the paralyzed part of the patient while motor commands run along the nerve pathway. However, successful repetitive facilitation exercise is difficult to achieve and even a skilled practitioner cannot detect when a motor command occurs in patient's brain. We proposed a brain-machine interface system for automatically detecting motor commands and stimulating the paralyzed part of a patient. To determine motor commands from patient electroencephalogram (EEG) data, we measured the movement-related cortical potential (MRCP) and constructed a support vector machine system. In this paper, we validated the prediction timing of the system at the highest accuracy by the system using EEG and MRCP. In the experiments, we measured the EEG when the participant bent their elbow when prompted to do so. We analyzed the EEG data using a cross-validation method. We found that the average accuracy was 72.9% and the highest at the prediction timing 280 ms. We conclude that 280 ms is the most suitable to predict the judgment that a patient intends to exercise or not.</p>","PeriodicalId":90966,"journal":{"name":"Robotics and biomimetics","volume":"4 1","pages":"12"},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40638-017-0071-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"35581612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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