Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00139
Lin Wang
With the rapid development of science and technology in today's society, blockchain technology has become the object of study in variolus fields due to its powerful decentralized storage and tamper-proof features. Having selected the core journals from 2014 to February 2020 in China National Knowledge Infrastructure (CNKI) database as the research data, we make analysis of domestic research on blockchain technology by using Cite Space V - a kind of visual analysis software, as well as analysis methods like bibliometrics and statistics. We also draw the knowledge map from two dimensions of space-time and content, comb and summarize the history of blockchain in China, so as to provide reference value for the related research on this technology. Through distribution map of time and institution, theme path map and keyword clustering analysis, this paper comprehensively analyzes the research hotspots and directions of blockchain at the present stage, and summarizes research ideas and contents of prolific authors in this field. In the process of rapid development of blockchain, the state should avoid the threat posed by new technology, strengthen the regulatory systems, improve public awareness of blockchain and enhance the confidence of enterprise while vigorously introducing this technology.
随着当今社会科学技术的飞速发展，区块链技术以其强大的去中心化存储和防篡改特性成为各个领域的研究对象。选取中国知网数据库2014年至2020年2月的核心期刊作为研究数据，运用可视化分析软件Cite Space V，结合文献计量学、统计学等分析方法，对国内区块链技术研究进行分析。我们还从时空和内容两个维度绘制了知识图谱，梳理和总结了区块链在中国的发展历史，从而为该技术的相关研究提供参考价值。本文通过时间和机构分布图、主题路径图和关键词聚类分析，全面分析了现阶段区块链的研究热点和方向，总结了该领域高产作者的研究思路和内容。在区块链快速发展的过程中，国家在大力引进区块链技术的同时，应避免新技术带来的威胁，加强监管制度，提高公众对区块链的认识，增强企业的信心。
{"title":"Research Progress and Direction of Blockchain in China: A Quantitative Analysis Based on Cite Space","authors":"Lin Wang","doi":"10.1109/ICNISC57059.2022.00139","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00139","url":null,"abstract":"With the rapid development of science and technology in today's society, blockchain technology has become the object of study in variolus fields due to its powerful decentralized storage and tamper-proof features. Having selected the core journals from 2014 to February 2020 in China National Knowledge Infrastructure (CNKI) database as the research data, we make analysis of domestic research on blockchain technology by using Cite Space V - a kind of visual analysis software, as well as analysis methods like bibliometrics and statistics. We also draw the knowledge map from two dimensions of space-time and content, comb and summarize the history of blockchain in China, so as to provide reference value for the related research on this technology. Through distribution map of time and institution, theme path map and keyword clustering analysis, this paper comprehensively analyzes the research hotspots and directions of blockchain at the present stage, and summarizes research ideas and contents of prolific authors in this field. In the process of rapid development of blockchain, the state should avoid the threat posed by new technology, strengthen the regulatory systems, improve public awareness of blockchain and enhance the confidence of enterprise while vigorously introducing this technology.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127037248","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00155
Chunming Zhang, Yiyue Sun, Bin Liu, Xiang Ma, Wenxuan Bie
With the development of process control field, liquid level control system is more and more widely used. Based on the analysis of the liquid level characteristics and the coupling characteristics of the upper water tank to the lower water tank, this paper designs a conventional control scheme. For the complex liquid level control system with nonlinearity and large delay, it is difficult to establish an accurate mathematical model, so it can not meet the requirements of complex control system. Combining the advantages of fuzzy control and decoupling control, a fuzzy decoupling control scheme is designed in this paper. In MATLAB simulation, three control schemes including conventional control, conventional decoupling control and fuzzy decoupling control are applied to the coupling effect between upper and lower water tanks in multi-capacity water tanks. The conventional control is the traditional PID control, the conventional decoupling control is achieved by using the decoupling coefficient method, and the fuzzy decoupling control is a control scheme that adjusts the parameters of the designed fuzzy decoupling controller to obtain the optimal control effect. Finally, the three control schemes are compared through the obtained curves.
{"title":"Research on Liquid Level Control System of Multi-capacity Water Tank","authors":"Chunming Zhang, Yiyue Sun, Bin Liu, Xiang Ma, Wenxuan Bie","doi":"10.1109/ICNISC57059.2022.00155","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00155","url":null,"abstract":"With the development of process control field, liquid level control system is more and more widely used. Based on the analysis of the liquid level characteristics and the coupling characteristics of the upper water tank to the lower water tank, this paper designs a conventional control scheme. For the complex liquid level control system with nonlinearity and large delay, it is difficult to establish an accurate mathematical model, so it can not meet the requirements of complex control system. Combining the advantages of fuzzy control and decoupling control, a fuzzy decoupling control scheme is designed in this paper. In MATLAB simulation, three control schemes including conventional control, conventional decoupling control and fuzzy decoupling control are applied to the coupling effect between upper and lower water tanks in multi-capacity water tanks. The conventional control is the traditional PID control, the conventional decoupling control is achieved by using the decoupling coefficient method, and the fuzzy decoupling control is a control scheme that adjusts the parameters of the designed fuzzy decoupling controller to obtain the optimal control effect. Finally, the three control schemes are compared through the obtained curves.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130598806","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00124
Heejung Wang, Dengyi Zhang, Zheng Yang, Wenhai Li
Many applications need to cope with Key-Value data, which imposes great pressure on Key-Value storage especially on large-scale workloads. To improve the throughput of Key-Value storage in modern distributed environments, we present an efficient scheduling framework to distribute the workloads onto different nodes. We focus on how to adaptively forward batching requests to a certain number of nodes each disposing a portion of Key-Value items corresponding to a surrogate key. To reduce the overhead of both round-trip notification and the contention derived from skewed workloads, an asynchronous communication method is presented to boost the compaction and coordination in each scheduler. It can be shown that the scheduling framework can fully exploit the high throughput of one-sided writes of modern RDMA networks, such that both the workloads and contention imposed on Key-Value servers can be significantly reduced. We conduct intensive experiments using YCSB benchmark on top of 100-gbps RMDA network. The results show that our proposed method can improve the Key-Value throughput by a factor of two when serving an in-memory Key-Value store with up to 256 work threads.
{"title":"An Adaptive Scheduling Framework for Distributed Key-Value Stores Using RDMA","authors":"Heejung Wang, Dengyi Zhang, Zheng Yang, Wenhai Li","doi":"10.1109/ICNISC57059.2022.00124","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00124","url":null,"abstract":"Many applications need to cope with Key-Value data, which imposes great pressure on Key-Value storage especially on large-scale workloads. To improve the throughput of Key-Value storage in modern distributed environments, we present an efficient scheduling framework to distribute the workloads onto different nodes. We focus on how to adaptively forward batching requests to a certain number of nodes each disposing a portion of Key-Value items corresponding to a surrogate key. To reduce the overhead of both round-trip notification and the contention derived from skewed workloads, an asynchronous communication method is presented to boost the compaction and coordination in each scheduler. It can be shown that the scheduling framework can fully exploit the high throughput of one-sided writes of modern RDMA networks, such that both the workloads and contention imposed on Key-Value servers can be significantly reduced. We conduct intensive experiments using YCSB benchmark on top of 100-gbps RMDA network. The results show that our proposed method can improve the Key-Value throughput by a factor of two when serving an in-memory Key-Value store with up to 256 work threads.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"173 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132186315","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00038
B. Zeng, Chunhui Yang, Rui Wang
In order to ensure the uninterrupted transmission of power or electric energy in a ship, it is necessary to locate the fault part timely and accurately, which mainly relies on the fault classifier to identify the fault characteristics. In the process of classifier recognition, there will be some unfiltered noise signals to interfere with it and affect the classifier recognition results. In order to solve such problems, an intelligent fault diagnosis algorithm is established through the pattern recognition method described by classification Support Vector Data Description, so that machine learning technology can play an important role in the fault diagnosis of marine electromechanical equipment. The performance of the proposed algorithm can accurately identify various possible faults, and the fault diagnosis performance is better than that of the traditional ship's generator fault diagnosis model.
{"title":"Intelligent Fault Diagnosis of Ship Electromechanical Equipment based on Improved Outlier Detection Algorithms","authors":"B. Zeng, Chunhui Yang, Rui Wang","doi":"10.1109/ICNISC57059.2022.00038","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00038","url":null,"abstract":"In order to ensure the uninterrupted transmission of power or electric energy in a ship, it is necessary to locate the fault part timely and accurately, which mainly relies on the fault classifier to identify the fault characteristics. In the process of classifier recognition, there will be some unfiltered noise signals to interfere with it and affect the classifier recognition results. In order to solve such problems, an intelligent fault diagnosis algorithm is established through the pattern recognition method described by classification Support Vector Data Description, so that machine learning technology can play an important role in the fault diagnosis of marine electromechanical equipment. The performance of the proposed algorithm can accurately identify various possible faults, and the fault diagnosis performance is better than that of the traditional ship's generator fault diagnosis model.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130442474","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00178
Di-fei Wang
With the increasing number of scientific research projects and academic achievements, the establishment of scientific research management system is the development direction and inevitable trend of scientific research management. At present, there are some problems in the process of scientific research management, such as the primitive information collection mode, the serious information island situation and the mismatch between the purchased scientific research management system and the school situation. According to the actual situation of our school, the technology, function and implementation standards of the scientific research management system are put forward, and it has been successfully applied to the longitudinal research project management outside the school, the application and evaluation of scientific research projects in the school, the statistics of academic achievements and other work.
{"title":"The Application of Scientific Research Management System in the Process of Project Management and Academic Achievements Statistics in Higher Vocational Colleges","authors":"Di-fei Wang","doi":"10.1109/ICNISC57059.2022.00178","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00178","url":null,"abstract":"With the increasing number of scientific research projects and academic achievements, the establishment of scientific research management system is the development direction and inevitable trend of scientific research management. At present, there are some problems in the process of scientific research management, such as the primitive information collection mode, the serious information island situation and the mismatch between the purchased scientific research management system and the school situation. According to the actual situation of our school, the technology, function and implementation standards of the scientific research management system are put forward, and it has been successfully applied to the longitudinal research project management outside the school, the application and evaluation of scientific research projects in the school, the statistics of academic achievements and other work.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130496974","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00144
Tinghe Bai
Aiming at the situation that the operating temperature of the large-scale cold storage does not meet the standard during the operation of the cold storage, the basic principles of fluid dynamics are used to conduct scientific numerical simulation and analysis of the overall cold air circulation flow field of the cold storage through the Fluent software of computational fluid dynamics (CFD) In order to find the shortcomings in the operation of the cold storage, to solve the existing problems and shortcomings while taking into account the economy and rationality of the cold storage operation, scientifically propose solutions to improve the heat exchange efficiency of the cold storage and the reliability design and correct use of the cold storage. Scientific and technological theoretical basis.
{"title":"Study on Optimizing the Flow Field of Cold Air System in Cold Storage","authors":"Tinghe Bai","doi":"10.1109/ICNISC57059.2022.00144","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00144","url":null,"abstract":"Aiming at the situation that the operating temperature of the large-scale cold storage does not meet the standard during the operation of the cold storage, the basic principles of fluid dynamics are used to conduct scientific numerical simulation and analysis of the overall cold air circulation flow field of the cold storage through the Fluent software of computational fluid dynamics (CFD) In order to find the shortcomings in the operation of the cold storage, to solve the existing problems and shortcomings while taking into account the economy and rationality of the cold storage operation, scientifically propose solutions to improve the heat exchange efficiency of the cold storage and the reliability design and correct use of the cold storage. Scientific and technological theoretical basis.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121604241","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00065
R. Al-kasasbeh, N. Korenevskiy, M. Alshamasin, Osama, O., M. Al-Habahbeh, A. Shaqadan, S. Rodionova, S. Filist
Objective is to improving quality of medical care for workers in the agriculture related industries like pesticides by using fuzzy mathematical models implemented by modern information and intellectual technologies. In the course of the research, it was found that from a modelling perspective, the problems of predicting and identifying suitable class is type of poorly defined conditions with intersecting boundaries. Therefore, building hybrid fuzzy decision rules combines clinical experience (natural intelligence) with artificial intelligence, which allows to achieve a new quality in solving complex systemic problems and is innovative.
{"title":"Fuzzy Mathematical Models for Predicting and Diagnosing Occupational Diseases of Workers in the Agro-industrial Complex in Contact with Pesticides","authors":"R. Al-kasasbeh, N. Korenevskiy, M. Alshamasin, Osama, O., M. Al-Habahbeh, A. Shaqadan, S. Rodionova, S. Filist","doi":"10.1109/ICNISC57059.2022.00065","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00065","url":null,"abstract":"Objective is to improving quality of medical care for workers in the agriculture related industries like pesticides by using fuzzy mathematical models implemented by modern information and intellectual technologies. In the course of the research, it was found that from a modelling perspective, the problems of predicting and identifying suitable class is type of poorly defined conditions with intersecting boundaries. Therefore, building hybrid fuzzy decision rules combines clinical experience (natural intelligence) with artificial intelligence, which allows to achieve a new quality in solving complex systemic problems and is innovative.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126299526","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00149
Yalin Kang, Jie Guo, Mingyan Xiao, Di Wu
With the increase of the antennas number in the MIMO system, the error and distortion caused by the signal interference between antennas increase. The signal detection algorithm can effectively reduce the bit error rate. In this paper, the minimum mean squared error algorithm (MMSE), zero-forced algorithm (ZF), serial interference cancellation zero-forced algorithm (ZF-SIC) and serial interference cancellation minimum mean squared error algorithm (MMSE-SIC) are compared. Furthermore, the bit error simulation and complexity analysis of these detection algorithms are performed by MATLAB software. The increase of receiving antennas can reduce the bit error rate because of the diversity gain of multiple antennas. The error rate using MMSE is lower than ZF due to the enlarged noise by ZF algorithm. SIC can improve the detection accuracy in which the decision feedback mechanism is introduced. The results show MMSE-SIC is better than MMSE by 6dB and ZF-SIC better than ZF by 5dB. MMSE-SIC algorithm has the best detection performance.
{"title":"The Simulation of the Signal Detection Algorithm in MIMO System Application","authors":"Yalin Kang, Jie Guo, Mingyan Xiao, Di Wu","doi":"10.1109/ICNISC57059.2022.00149","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00149","url":null,"abstract":"With the increase of the antennas number in the MIMO system, the error and distortion caused by the signal interference between antennas increase. The signal detection algorithm can effectively reduce the bit error rate. In this paper, the minimum mean squared error algorithm (MMSE), zero-forced algorithm (ZF), serial interference cancellation zero-forced algorithm (ZF-SIC) and serial interference cancellation minimum mean squared error algorithm (MMSE-SIC) are compared. Furthermore, the bit error simulation and complexity analysis of these detection algorithms are performed by MATLAB software. The increase of receiving antennas can reduce the bit error rate because of the diversity gain of multiple antennas. The error rate using MMSE is lower than ZF due to the enlarged noise by ZF algorithm. SIC can improve the detection accuracy in which the decision feedback mechanism is introduced. The results show MMSE-SIC is better than MMSE by 6dB and ZF-SIC better than ZF by 5dB. MMSE-SIC algorithm has the best detection performance.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114179863","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00196
Yinghao He, Jiangkai Ma, S. Shan
Temperature & humidity are important parameters of environmental detection, which are closely related to the production and life of people. Changes in temperature & humidity in life can easily affect the health people. Environmental temperature & humidity detection is also one of the necessary technologies in agriculture, electricity, aerospace and other industrial sectors. No matter as an environmental indicator in life, or in production and life, it is inseparable from the detection of temperature & humidity. Creation of a temperature & humidity detection system with user login can better protect the security of data. In this paper, LabViewis used to realize the temperature detection system with user login. Through the registration module, login module, temperature & humidity detection system module and others, the instrument panel created in this design is constructed.
{"title":"User Login Temperature & Humidity Detection System Based on LabVIEW","authors":"Yinghao He, Jiangkai Ma, S. Shan","doi":"10.1109/ICNISC57059.2022.00196","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00196","url":null,"abstract":"Temperature & humidity are important parameters of environmental detection, which are closely related to the production and life of people. Changes in temperature & humidity in life can easily affect the health people. Environmental temperature & humidity detection is also one of the necessary technologies in agriculture, electricity, aerospace and other industrial sectors. No matter as an environmental indicator in life, or in production and life, it is inseparable from the detection of temperature & humidity. Creation of a temperature & humidity detection system with user login can better protect the security of data. In this paper, LabViewis used to realize the temperature detection system with user login. Through the registration module, login module, temperature & humidity detection system module and others, the instrument panel created in this design is constructed.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"21 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121015970","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}
Pub Date : 2022-09-01DOI: 10.1109/ICNISC57059.2022.00191
Hao Wang, Zihui Zhang, Jiajian Li, Wenhao Wang
In the era of autonomous driving, to truly achieve efficient and safe transportation and travel, the intelligence of a single vehicle is far from enough. With the development of a series of technologies such as 5G, V2X and artificial intelligence, vehicle-road-cloud collaboration is becoming more and more the main application direction in the future. It is imperative to effectively evaluate the safety, effectiveness and service capability of the vehicle-road-cloud collaboration system. Based on this, this study firstly selected five first-level evaluation indexes, namely, execution ability, V2X ability, environment perception and positioning accuracy, application scene function, and comprehensive driving ability, and constructed the evaluation index system of the vehicle-road-cloud collaborative system. Then, on the basis of the multi-level index system, a comprehensive evaluation method of the vehicle-road-cloud collaborative system based on the Grey system is determined. Finally, an empirical study on the comprehensive evaluation of the vehicle-road-cloud cooperative system is carried out. The results show that the evaluation method proposed in this paper can effectively and comprehensively evaluate the vehicle-road-cloud cooperative system.
{"title":"Evaluation Method of Vehicle-road-cloud Collaborative System with Grey System Theory","authors":"Hao Wang, Zihui Zhang, Jiajian Li, Wenhao Wang","doi":"10.1109/ICNISC57059.2022.00191","DOIUrl":"https://doi.org/10.1109/ICNISC57059.2022.00191","url":null,"abstract":"In the era of autonomous driving, to truly achieve efficient and safe transportation and travel, the intelligence of a single vehicle is far from enough. With the development of a series of technologies such as 5G, V2X and artificial intelligence, vehicle-road-cloud collaboration is becoming more and more the main application direction in the future. It is imperative to effectively evaluate the safety, effectiveness and service capability of the vehicle-road-cloud collaboration system. Based on this, this study firstly selected five first-level evaluation indexes, namely, execution ability, V2X ability, environment perception and positioning accuracy, application scene function, and comprehensive driving ability, and constructed the evaluation index system of the vehicle-road-cloud collaborative system. Then, on the basis of the multi-level index system, a comprehensive evaluation method of the vehicle-road-cloud collaborative system based on the Grey system is determined. Finally, an empirical study on the comprehensive evaluation of the vehicle-road-cloud cooperative system is carried out. The results show that the evaluation method proposed in this paper can effectively and comprehensively evaluate the vehicle-road-cloud cooperative system.","PeriodicalId":286467,"journal":{"name":"2022 8th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124929753","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}
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