{"title":"Motion Control of Wheeled Mobile Robot Based on Data Driven","authors":"Yian Shui, T. Zhao, S. Dian","doi":"10.1145/3351917.3351941","DOIUrl":"https://doi.org/10.1145/3351917.3351941","url":null,"abstract":"Aiming at the kinematics model of wheeled mobile robot, a data-driven T-S fuzzy predictive control method is proposed.. This method uses system identification to obtain the T-S fuzzy model of the car, i. e. the linear representation of the car's non-linear system. At the same time, the predictive control method can also be applied to the control when the system is constrained by input and output. The simulation results verify the effectiveness of the proposed generalized prediction method of T-S fuzzy model.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126911015","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}
Yu-shan Sun, Chenming Zhang, Hao Xu, Guo-cheng Zhang, Yuanqing Wang
{"title":"Underactuated AUV Three-Dimensional Path Tracking Control Based on Interference Observer and Backstepping Sliding Mode","authors":"Yu-shan Sun, Chenming Zhang, Hao Xu, Guo-cheng Zhang, Yuanqing Wang","doi":"10.1145/3351917.3351934","DOIUrl":"https://doi.org/10.1145/3351917.3351934","url":null,"abstract":"Based on the improved backstepping method and sliding mode control principle, this paper studies the path tracking control problem of underactuated AUV considering the environmental position interference. The Serret-Frenet curve coordinate system is introduced, and the approach angle is designed, which decreases the path-following error. In order to reduce the shaking, avoid differential explosion and optimize the tracking effect, a filter-based backstepping sliding mode controller is designed. A low-pass filter is used to approximate the virtual control signal to reduce chattering, and a second-order filter is used to avoid differential explosion. An interference observer is added to the tracking controller to improve the robustness and anti-interference ability of the controller. Finally, the numerical simulation results are shown to verify the control effect of the filtered backstepping sliding mode controller combined with the interference observer. The controller with interference observer has smaller static error and stronger anti-interference ability, which improves the robustness and stability.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"30 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124613176","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}
Christian Poss, T. Irrenhauser, Marco Prueglmeier, Dan Goehring, Firas Zoghlami, Vahid Salehi, Olimjon Ibragimov
{"title":"Enabling Robot Selective Trained Deep Neural Networks for Object Detection Through Intelligent Infrastructure","authors":"Christian Poss, T. Irrenhauser, Marco Prueglmeier, Dan Goehring, Firas Zoghlami, Vahid Salehi, Olimjon Ibragimov","doi":"10.1145/3351917.3351982","DOIUrl":"https://doi.org/10.1145/3351917.3351982","url":null,"abstract":"To save costs in logistics, handling steps are going to be automated by robots in the future. Due to the complex industrial conditions prevailing there, this is only possible with a sufficient degree of intelligence in the respective systems. Despite advances in artificially intelligent algorithms, the latest neural networks reveal significant weaknesses in performance and transferability to other applications. In order to enable a holistic autonomous material flow, the paper presents an infrastructure concept, which makes it possible to identify and train the most suitable networks robot-selectively with very limited effort. Using two practical examples, the functionality of the designed algorithms for the industrial implementation of a new use case as well as the updating and improvement of an existing system is finally outlined. It will be shown that with measures such as the automated collection of training data, the AI-supported labeling process, the intuitive validation of the trained networks via a mobile application and the automated retraining of robots already integrated, a further step can be taken towards holistically automated logistics process chains.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"297 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133373398","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}
{"title":"Adaptive Sliding Mode Control of Projectile Transfer Manipulator Based on Double Power Approach Law","authors":"Zhong-le Xiao, Zhigang Li, Shanping Yang","doi":"10.1145/3351917.3351972","DOIUrl":"https://doi.org/10.1145/3351917.3351972","url":null,"abstract":"An adaptive sliding mode control algorithm based on the double power approach law is proposed toward the problem of the precision of the manipulator's rotary motion in the automatic loading system of ammunition.The speed of approaching the sliding surface is accelerated, and the chattering phenomenon during switching is reduced by adopting the double power approach law.Parameter variation and external disturbance of the system using adaptive control rate estimation.The simulation results show that this method has better tracking accuracy for the expected trajectory and less positioning error, and it is robust to system parameter changes and external disturbances.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133299105","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}
{"title":"Study on Differentially Expressed Genes in Breast Tissue","authors":"Mengzhen Jiang, Chao Wei, Guannan Chen","doi":"10.1145/3351917.3351983","DOIUrl":"https://doi.org/10.1145/3351917.3351983","url":null,"abstract":"Nowadays, breast cancer has been considered as one of the most common malignant tumors among female diseases, and its incidence is increasing year by year. Genomic and transcriptome changes that affect cellular processes, such as cell proliferation, differentiation, apoptosis, and invasion, are commonly associated with the development of breast cancer. Epidemiological evidence has shown that the risk of breast cancer susceptibility varies among ethnic groups. In this paper, differentially expressed genes between human breast tumors and normal tissues are identified by studying Chinese, Malay and Indian ethnic groups and their paired tissues. The GO and KEGG methods were used for annotation and analysis of genes, and protein interaction networks were used to analyze protein interactions. The results of the study showed that there were 33 genes with significant differences in expression. The differentially expressed genes were CD36, LEP, LPL, ADIPOQ, PCK1, ACASL1, PPARG, PLIN1, ACACB and PPARG. In the protein interaction network, the interaction between AKR1C3 and AKR1C1 is the strongest. The study of differentially expressed genes and the search for proteins with the strongest interactions will contribute to the study of the molecular mechanism of the disease and the discovery of new drug targets, so as to improve the future treatment of breast cancer patients.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131538534","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}
{"title":"Attitude Control of Quadrotor Aircraft Based on Internal Model Principle","authors":"Haibin Shi, Yuanbin Zou, Z. Xu, Menghao Guo","doi":"10.1145/3351917.3351919","DOIUrl":"https://doi.org/10.1145/3351917.3351919","url":null,"abstract":"This paper proposes an attitude regulation method for reduced-order control of four-rotor aircraft based on the principle of internal model. The servo compensating gain matrix feedforward controller is designed to obtain the control law and regulate the input signal to realize the zero steady error tracking of the input signal under the external disturbance signal. Through the design of state observer, the detection link is simplified and the use of the sensor is reduced. At the same time, the disturbance signal is obtained by an external disturbance observer, and the disturbance signal is suppressed by a feedforward control design compensation channel. The simulation results show that the system has good steady-state characteristics and can realize the zero steady error tracking of the servo system when the external disturbance model is unmeasurable, and has strong robustness and engineering application value.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128818096","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}
{"title":"Double Inverted Pendulum System Control Based on Servo Compensator","authors":"Haibin Shi, Z. Xu, Yuanbin Zou, Menghao Guo","doi":"10.1145/3351917.3351952","DOIUrl":"https://doi.org/10.1145/3351917.3351952","url":null,"abstract":"Control of rotary double inverted pendulum system is studied with the internal model principle. Based on the dynamic characteristics of the given signal variable and the internal model principle, the servo compensator is established. The servo compensator not only can make the angle of the rotary arm follow the given signal variable change, but also can make the rotary double inverted pendulum system asymptotically stable. Then the reduced-order state observer reduces the use of detection devices in the system by estimating other state variables in the system. Finally, the simulation results are used to validate that the designed controller can realize the tracking control with zero steady error.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128911814","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}
{"title":"Research on Virtual Reality 3D Display and Teleoperation Technologies for an Inspection Robot in a Steam Generator","authors":"Zhenyang Li, S. Dian, Chao Li","doi":"10.1145/3351917.3351942","DOIUrl":"https://doi.org/10.1145/3351917.3351942","url":null,"abstract":"The steam generator is the key device of nuclear power station. In the strong radiation environment of the steam generator, inspection robots are usually used to perform inspection tasks instead of manual work. In this paper, to create a more realistic virtual reality environment for operators, we propose a virtual reality 3D display and teleoperation system for the inspection robot in the steam generator. With Unity3D as the development environment, the host computer of the system can visually present the model of the steam generator and inspection robot. Moreover, the pose information of the actual robot is presented in Unity3D. On the slave computer, with Linux/ROS as the development environment, we use Intel RealSense D435 camera to perceive the surrounding environment of the robot and obtain the pose information of the robot through RTAB-MAP SLAM. Through ROS-Sharp, an open-source code library, the communication between Linux/ROS and Unity3D is realized. The performance of the system is verified by experiments based on datasets, semi-physical simulation, and physical camera.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125151639","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}
{"title":"Type Synthesis of Multi-mode Mobile Parallel Mechanism Based on Planar 4R Single-loop Kinematic Chains","authors":"Xiangyu Liu, Chunyan Zhang, Cong Ni","doi":"10.1145/3351917.3351920","DOIUrl":"https://doi.org/10.1145/3351917.3351920","url":null,"abstract":"In order to synthesize a series of reconfigurable multi-mode mobile parallel mechanisms with geometric deformation characteristics, firstly, the planar 4R single-loop kinematic chains are used as the minimum structural unit, and the spatial geometric position relations and constraint types of multiple planar 4R single-loop kinematics chains can be obtained by utilizing the spatial geometric relations and the equivalence of the constraint force and the constraint couple. Secondly, the planar 4R single-loop kinematic chains are used as the kinematic limbs of the multi-mode mobile parallel mechanisms, and the multi-mode mobile parallel mechanisms can be synthesized by utilizing the spatial geometric relations of multiple planar 4R single-loop kinematic chains. Finally, the degrees of freedom of a series of multi-mode mobile parallel mechanisms are analyzed by using the screw theory, and the feasibility of the multiple modes can be verified.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114576123","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}
{"title":"Vibration Analysis of the Bogie of Medium-speed Maglev Trains with Mid-mounted Linear Motor","authors":"Shaoyi Wang, Yaozong Liu, Hongping Xu","doi":"10.1145/3351917.3351955","DOIUrl":"https://doi.org/10.1145/3351917.3351955","url":null,"abstract":"In this paper, the LMS Virtual. Lab Motion was used to analyze the dynamics of the bogie of Medium-speed maglev trains with a mid-mounted linear motor. Firstly, the multi-rigid-body model of the single bogie, the decentralized levitation control scheme and the magnet-rail relationship model were built in LMS Virtual. Lab Motion. The modal frequencies and modal shapes were obtained by using the linearization analysis function of the software. The modal analysis results were verified with the vibration response of the frequency sweeping analysis while applying a vertical force on the mid-mounted linear motor.","PeriodicalId":367885,"journal":{"name":"Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115106561","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}