{"title":"Research on Fault Tolerant Algorithm of SINS/BDS/GPS Integrated Navigation System","authors":"Lu Wang, Xin Zhao, Quanhu Li, Wei Kang","doi":"10.1109/CCDC52312.2021.9601635","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9601635","url":null,"abstract":"The fault-tolerant technology of integrated navigation is an important research area. In order to improve the reliability of the system, the fault detection module algorithm needs to be more perfect. Past researches focus on a single navigation system;however,a single system has many important problems for many challenging applications. This contribution focuses on the federated SINS/BDS/GPS integrated navigation system and the fault-tolerant algorithms applicable to the system. Based on the federated filter structure, this paper designs a combined navigation system for SINS/BDS/GPS fault detection and isolation. Combining fuzzy adaptive residual detection algorithm with improved SPRT detection method, a joint detection algorithm is proposed. The simulation experiments has been performed that, compared with other basic fault detection algorithms, this scheme can detect the fault source and isolate the fault part even when the sub-filter fails, effectively ensuring the positioning accuracy of the system and improving the reliability.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123608285","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":"Modeling of aero-engine starting process based on rising rate of rotating speed","authors":"Binbin Hao, Tao Qu, Yuanwei Jing","doi":"10.1109/CCDC52312.2021.9602555","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9602555","url":null,"abstract":"In this paper, an identification method based on rising rate of rotating speed is proposed. To carry out the dynamic simulation of aero-engine starting process, the proposed modeling method is used to establish the model of aero-engine starting process using the test data collected from starting process and cold running process. The feasibility and efficiency of the proposed modelling method are validated by application to a semi-physical simulation tester. The output accuracy of established model can meet the function and performance requirements for control system in semi-physical simulation tester. The presented modeling method lays an important foundation for design of actual control system.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114360793","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":"Open-Circuit Fault Diagnosis of Voltage Source Inverters for PMSM Drive System using Sine-Wave Injection Method","authors":"Jiajiang Sun, Qiong Zhu, Yang Zhou, Jin Zhao","doi":"10.1109/CCDC52312.2021.9602218","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9602218","url":null,"abstract":"This paper proposes a novel high-frequency sine-wave injection-based IGBT open-circuit fault diagnosis method for permanent magnet synchronous machine (PMSM) drive system. The open-circuit fault features are analyzed as the research basis. Unlike the normal current signal-based method, a high-frequency sine-wave voltage is injected into the stationary frame for the open-circuit fault detection. The extraction of high-frequency current is proposed, which is robust against the rotor speed and load variation. As the high-frequency injection voltage is injected positive and negative in one PWM cycle, the interference to the closed-loop current controller is avoided. The fault detection variable based on high-frequency current and the fault localization variable based on current error is proposed. Fault diagnosis thresholds are derived, and the fault table is constructed. The simulation results verify the feasibility and effectiveness of the proposed open-circuit fault diagnosis method.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114564939","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":"Automatic Train Regulation with Time Tuning and Holding Control under the Saturated Passenger Demand Condition","authors":"Z. Hou, Min Zhou, Lingbin Ning, Hai-rong Dong","doi":"10.1109/CCDC52312.2021.9602227","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9602227","url":null,"abstract":"For urban mass transit systems in the saturated passenger flow situation, the normal operation of trains might be disturbed by the unexpected disturbance. A large bunch of passengers might be stranded on platforms due to service gaps and the limited free capacity of trains. In this paper, we develop an automatic train regulation model which integrates two different regulation strategies and considers the pre-set automatic train operation (ATO) recommended speed profile. More specifically, a mixed integer programming (MIP) model is proposed which aims to jointly reduce the total train delay and the number of stranded passengers. We consider a train holding strategy to futher balance the interval of two consecutive trains which can reduce the number of stranded passengers on the platform. Then, a state-of-the-art mathematical solver CPLEX is adopted to solve the problem, which can obtain trade-off solutions in a reasonable time. Finally, two experiments based on the operational data of the Beijing Subway Yizhuang Line are carried out to verify the effectiveness of the proposed approach.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116483596","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}
Xingxing You, S. Dian, Kai Liu, Guofei Xiang, Bin Guo, Haipeng Wang, Xu Zhang
{"title":"LMI-Based Criterion for Global Mittag-Leffler Synchronization of Discrete-time Fractional-Order Complex-Valued Neural Networks with Time Delay","authors":"Xingxing You, S. Dian, Kai Liu, Guofei Xiang, Bin Guo, Haipeng Wang, Xu Zhang","doi":"10.1109/CCDC52312.2021.9602625","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9602625","url":null,"abstract":"In this paper, the global Mittag-Leffler synchronization of discrete-time fractional-order complex-valued neural networks with time delay is investigated. First of all, a new lemma for Caputo fractional difference is derived in complex field. Then, by constructing appropriate Lyapunov function and designing a novel complex-valued linear feedback controller, the LMI-based sufficient criterion is provided to ensure the global Mittag-Leffler synchronization of proposed networks. A simulation example is given to show the effectiveness of the control scheme.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114738359","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":"A Low-cost Tractor Navigation System with Changing Speed Adaptability","authors":"Hao Wang, Wenxiang Niu, Weiqiang Fu, Yaxin Ren, Shupeng Hu, Zhijun Meng","doi":"10.1109/CCDC52312.2021.9601791","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9601791","url":null,"abstract":"An auto-navigation system with variant speed adaptability is developed to improve the robustness of the autonomous agricultural machinery. Based on a commercial agricultural tractor, New Holland 1404, an RTK-GNSS based autonomous navigation system is presented in this research. The system consists of a dual-antenna GNSS receiver with centimeter-level positioning accuracy, an on-board computer, an electronic steering wheel, a steering angle sensor, and so on. A vehicle control unit is designed to analyze the driver operations, to transmit the commands to actuators, and to broadcast tractor statuses following the ISO 11783 protocol. The control algorithm is modified from the pure pursuit path tracking method using a vehicle dynamic model with slip angle. The look-ahead distance of the pure pursuit method is adaptive to the vehicle speed. On the farmland at 4.5m/s speed limitation, the lateral error is about 3.3 cm. Experiments reveal that the proposed auto-navigation algorithm with adaptive look-ahead distance is robust to variant working conditions. In addition, consistent operation accuracy is achieved by the speed adaptive path tracking algorithm and updated vehicle parameters during headland turn. The navigation system is evaluated in auto-steering mode and fully autonomous mode. It has been proved to be a cost-efficient solution for controlling a conventional tractor.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114746133","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":"Many-objective Evolutionary Algorithm Based on Distance Dominance Relation","authors":"Qinghua Gu, Qingsong Xu","doi":"10.1109/CCDC52312.2021.9602407","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9602407","url":null,"abstract":"There are two main aspects of research in multi-objective optimization algorithm, namely, convergence and diversity. While, it is difficult for original algorithms to maintain the diversity of solutions in the high-dimensional objective space. In order to enhance the diversity of algorithms in many-objective optimization problems, a new distance dominance relation is proposed in this paper. First, in order to ensure the convergence of the algorithm, the distance dominance relation calculates the distance from the candidate solution to the ideal point as the fitness value, and selects the candidate solution with good fitness value as the non-dominant solution. Then, in order to enhance the diversity of the algorithm, the distance dominance relation sets each candidate solution to have the same niche and ensures that only one optimal solution is retained in the same territory. Finally, the VaEA algorithm is improved based on the proposed distance dominance relation. On the DTLZ and IDTLZ test of 5–15 dimensional targets, the improved algorithm is compared with six commonly used algorithms. The experimental results show that the improved algorithm is highly competitive and can significantly enhance the diversity of the algorithm.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114816988","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":"Change Trend Mutation Point Analysis of Operational Effectiveness of Equipment Systems","authors":"Ke Hongfa, Chen Jiahui","doi":"10.1109/CCDC52312.2021.9601852","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9601852","url":null,"abstract":"Change trend law of operational effectiveness is an important basis of weapon equipment system. Research on the trend mutation point of the operational effectiveness data sequence of the equipment system was studied based on the two-dimensional regression mutation analysis method. Combined with data analysis on interconnection and interoperability of equipment system, reconnaissance ability, and command and control levels, the response relationship was found out between the trend mutation in the operational effectiveness of the equipment system and interconnection and interoperability of equipment systems, reconnaissance ability, and command and control levels etc. The analysis results not only show that the operational effectiveness of the weapon equipment system is related to interconnection and interoperability of equipment systems, reconnaissance ability, and command and control levels closely, but also quantify the position of the trend break in the degree of influence. This method provides a new way for the quantitative analysis of the operational effectiveness of the weapon equipment system and its influencing factors.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"3 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124295254","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":"Lightweight RFID Authentication Protocol for Cloud Services using PUF Encryption","authors":"Qiao Ye, Ziwen Sun","doi":"10.1109/CCDC52312.2021.9602061","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9602061","url":null,"abstract":"To solve the problem that the existing Radio Frequency Identification (RFID) system authentication protocol is not suitable for large-scale RFID tag system, a lightweight RFID Security Authentication Protocol Based on cloud server is studied. Using physical unclonable function (PUF), permutation, string matching and other lightweight encryption algorithms to reduce hardware resource consumption. Add timestamp data to authentication information transmitted in wireless channel to ensure the freshness of authentication information. Use double index mechanism for data access in cloud server to prevent the system from asynchronous attack. BAN logic detection is used to prove the untraceable privacy security. Security analysis shows that the proposed protocol can effectively resist multiple attacks. Comparative analysis shows that the resource consumption and security performance of this protocol are better than those of the compared RFID authentication protocols.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124297481","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":"The coverage optimization for underwater sensor networks based on SAPSO algorithm","authors":"Xiaobin Gai, Yifan Hu, Pengfei Li","doi":"10.1109/CCDC52312.2021.9602728","DOIUrl":"https://doi.org/10.1109/CCDC52312.2021.9602728","url":null,"abstract":"The coverage of underwater sensor network (UWSN) is a basic problem of underwater wireless sensor network, which is related to the integrity and accuracy of underwater sensor network data collection for target monitoring area. In addition, the working environment of underwater sensor nodes is often harsh and the influencing factors are complex, which is not convenient for frequent battery replacement. Therefore, optimizing the coverage of underwater sensor networks can effectively improve the monitoring quality and lifetime of UWSN. Aiming at the shortcomings of previous coverage optimization algorithms, such as easy to fall into the local optimal solution, complex parameters and slow convergence speed, this paper proposes a simulated annealing particle swarm optimization algorithm (SAPSO), which improves the particle swarm optimization algorithm (PSO) by introducing simulated annealing algorithm, so that the algorithm can maintain a faster convergence speed and overcome the shortcomings of PSO algorithm easy to fall into the local optimal solution, so as to improve the coverage of underwater sensor networks, It also makes the distribution of nodes more uniform and reduces the network energy consumption. Simulation results show that SAPSO algorithm can effectively improve the coverage rate of target monitoring area, reduce the redundancy of node coverage and reduce the network energy consumption.","PeriodicalId":143976,"journal":{"name":"2021 33rd Chinese Control and Decision Conference (CCDC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124336059","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}