2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED)最新文献

Investigation of the Efficiency of Detecting Road Defects Using Neural Networks 基于神经网络的道路缺陷检测效率研究

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965487

M. E. Yahimovich, Ринат Гематудинов, K. Dzhabrailov, A. V. Tarasova, P. A. Selezneva

{"title":"Investigation of the Efficiency of Detecting Road Defects Using Neural Networks","authors":"M. E. Yahimovich, Ринат Гематудинов, K. Dzhabrailov, A. V. Tarasova, P. A. Selezneva","doi":"10.1109/TIRVED56496.2022.9965487","DOIUrl":"https://doi.org/10.1109/TIRVED56496.2022.9965487","url":null,"abstract":"This work will allow us to evaluate the applicability of neural networks based on the Unet architecture for the tasks of segmenting pavement defects. The purpose of the article is to show the effectiveness of using this neural network to solve this problem, as well as to compare the quality of image segmentation for this problem. The leading research method is the empirical method, which allows you to compare the results of different algorithms. In this work, it was shown that the difference in the efficiency of using Unet with attention gates without them is different. Today, various methods of machine learning are increasingly being used to find solutions to a variety of problems. One of such important problems is the analysis of images and finding certain signs on them. For this article, the actual problem is the segmentation of pavement defects, which include various types of pavement cracks. Study of the effectiveness of neural network technologies for road surface image segmentation. The paper explores several types of neural networks aimed at image segmentation. In other works, this type of neural networks has shown its high efficiency for solving the tasks. This method will allow evaluating the applicability of neural network data for solving the problem, as well as comparing the effectiveness of these methods for test images of the roadway. It will also allow you to outline the direction of further work to improve neural networks. In this paper, the quantitative result of the work of neural networks on domain-specific data is obtained, as well as conclusions are drawn on the use of a neural network in this area. This work is of practical importance, making it possible to evaluate the efficiency of defect segmentation in roadway images.","PeriodicalId":173682,"journal":{"name":"2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127542658","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: 0

Efficiency Criteria for the Operation of Ground Vehicles in the Dynamic System of Transportation Management 运输管理动态系统中地面车辆运行效率标准

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965499

V. Filatov, A. Sukhodolya, A. Akulov, V. S. Ershov, D. S. Taldykin

{"title":"Efficiency Criteria for the Operation of Ground Vehicles in the Dynamic System of Transportation Management","authors":"V. Filatov, A. Sukhodolya, A. Akulov, V. S. Ershov, D. S. Taldykin","doi":"10.1109/TIRVED56496.2022.9965499","DOIUrl":"https://doi.org/10.1109/TIRVED56496.2022.9965499","url":null,"abstract":"The article provides an analysis of the efficiency of modern transport and logistics networks of the Russian Federation in comparison with European and Western countries. The direction of perspective research contributing to the further development of cargo transportation in the country has been determined. The statistics of cargo transportation volume growth are analyzed. A comprehensive study of the parameters of the efficiency of the transport and logistics systems (TLS) was carried out. Criteria for maximizing cargo transportation processes are considered. The formulation and solution of the problem of optimization of control systems has been carried out. The application of the zoning method based on the principle of dominance of various possible options with the subsequent choice of the optimal one, which allows to exclude unfavorable decision-making algorithms, is revealed and justified to achieve the goal of optimization. A risk matrix has been identified, the elements of which show what loss a company or a legal entity may incur during transportation by using logistics services. The definition of the word \"algorithm\" is revealed, as well as its main properties and the degree of influence on the dynamically changing control system of the TLS are revealed. The efficiency criteria influencing the choice of the optimal algorithm for solving the problem are determined, namely: the Wald criterion, the Laplace Criterion, the Savage Criterion, the Guvvitz Criterion. The properties characteristic of each of the criteria are also determined. The matrix of choosing the optimal algorithm of the dynamic transportation management system is revealed.","PeriodicalId":173682,"journal":{"name":"2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125902436","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: 0

Pollution Practical Research of Adaption Cruise Control System Radar During Winter Usage Condition 自适应巡航控制系统雷达冬季工况污染实践研究

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965517

A. Ivanov, A. N. Andreev, Ph. K. Dyakov, N. Popov, A. I. Kalinin

{"title":"Pollution Practical Research of Adaption Cruise Control System Radar During Winter Usage Condition","authors":"A. Ivanov, A. N. Andreev, Ph. K. Dyakov, N. Popov, A. I. Kalinin","doi":"10.1109/TIRVED56496.2022.9965517","DOIUrl":"https://doi.org/10.1109/TIRVED56496.2022.9965517","url":null,"abstract":"Adaption Cruise Control system (ACC) of Advanced Driving Assistance Systems (ADAS) radar performance was checked on public roads during winter usage condition. Evaluation was done accordance the test method was developed before. The test method main purposes are creation of mix mud plus snow (M+S) layer on radar working surface; finding max layer thickness when ACC stop to operate correctly; layer thickness increasing speed calculation. The test was done on toll Moscow – Sankt-Petersburg road during winter. It was comparison test. Vehicles as with upper radar location (on radiator grill) and vehicles with lower radar location (on the bottom part of front bumper) as well were chosen. Upper location: Volkswagen Tiguan and Nissan X-Trail; lower location: BMW X; KIA Seltos and Nissan Pathfinder. During the test the scene when radar was \"blind\" and ACC worked incorrectly were achieved many times. Mud+Snow (M+S) layer thickness were measured on such scenes. Layer thinness increasing speeds were calculated. The main conclusions are: lower radars are covered my M+S quicker than upper radars; usually lower radar layer thickness is bigger; thickness increasing speed in not constant and it depends from many external factors; heavier parts usually cover lower zones of test vehicle; additional radar surface heater reduces layer thickness significantly. After radar have been \"blind\" two possible ACC operation variants were studied. Based on practical evaluation at least two conclusion / recommendations were done: radar should be located as upper above a road surface as possible; lower radar should have additional heater.","PeriodicalId":173682,"journal":{"name":"2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125623734","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: 3

Post-Quantum Digital Signatures in Transport Documents 运输文件中的后量子数字签名

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965491

V. S. Moskvin

{"title":"Post-Quantum Digital Signatures in Transport Documents","authors":"V. S. Moskvin","doi":"10.1109/TIRVED56496.2022.9965491","DOIUrl":"https://doi.org/10.1109/TIRVED56496.2022.9965491","url":null,"abstract":"Asymmetric cryptography plays a critical role in the security, authenticity and sustainability of widely used electronic documents on a level comparable to the security and authenticity of a traditional paper documents in transport and logistics. However, security of the majority of the asymmetric cryptographic techniques currently in use, including those used to confirm the validity of electronic documents, will be compromised due to the forthcoming development of quantum computers. The concept of a quantum computer is no longer just a theory. The race for supremacy in quantum technology is on among countries since it is the most drastic technology in the world. On a large enough quantum computer, an attacker can easily generate fake digital signatures by applying Shor’s algorithm. Digital communications and electronic transactions could be devoid of the guarantee of authenticity and non-repudiation if this vulnerability is not addressed. Post-quantum cryptography strives to provide useful techniques that are resistant to attacks utilizing quantum computers in order to address the threat to existing asymmetric cryptography. In this research, we examine the current post-quantum digital signature algorithms used to confirm the validity of an electronic document in addition to comprehending the utilization of digital signing. Overall, we conclude that in order to define the next generation of electronic documents and to address the quantum threat, it is crucial to standardize a quantum-resistant digital signature scheme.","PeriodicalId":173682,"journal":{"name":"2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131942858","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: 0

Sound Source Direction of Arrival Estimation for Autonomous Driving Applications 自动驾驶应用中的声源到达方向估计

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965523

Yu. M. Furletov, A. Ivanov, S. Shadrin, M. A. Toporkov

引用次数: 2

Theoretical Foundations for Teaching the Causes of Non-Linear Distortions in Modern High-Efficiency Transmitters 现代高效发射机非线性失真成因教学的理论基础

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965552

O. Varlamov

引用次数: 15

Analysis of Factors Affecting the Resource of Electric Vehicle Energy Storage Systems 电动汽车储能系统资源影响因素分析

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965463

V. Guly, O. Fediushkina, S. D. Shagunov

引用次数: 0

Algorithm for the Complex Discrete Cosine Transform 复离散余弦变换的算法

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965537

O. Popov, T. V. Chernysheva, K. V. Orlov, P. Sapronov

引用次数: 2

The Use of Multimedia Educational Complexes in the Teaching of Communication Theory Disciplines 多媒体教学综合体在传播学理论学科教学中的应用

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965488

A. S. Adzhemov, A. Y. Kudryashova, N. E. Poborchaya

引用次数: 4

Research Test Results of Low Voltage Electric Traction Drive for Commercial Electric Vehicle 商用电动车低压电力牵引传动研究试验结果

2022 Intelligent Technologies and Electronic Devices in Vehicle and Road Transport Complex (TIRVED) Pub Date : 2022-11-10 DOI: 10.1109/TIRVED56496.2022.9965555

K. M. Sidorov, A. G. Grishchenko, R. Mironov, B. Sidorov, N. Volkov

引用次数: 0