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2019 IEEE International Conference on Connected Vehicles and Expo (ICCVE)最新文献

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On the Reliability of VANET Safety Applications for Bicycles 自行车VANET安全应用的可靠性研究
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8965195
M. Baqer, A. Krings
In the context of connected vehicles, the focus of safety applications has mainly been on accident avoidance of motor vehicles, and little attention has been given to bicycle safety. This research presents a bicycle safety application for connected vehicles. The safety application aims to reduce the so-called right hook conflict, a common accident scenario where a right-turning vehicle causes a crash with an adjacent bicycle. The information exchanged during normal beacon messages of vehicles is used by the application to alert drivers of potential collisions with bicycles, without introducing addition message overhead or deviating from current standards. The proposed safety application was implemented using commercial equipment, installed in the vehicle and bicycle, and the effectiveness was evaluated based on real-world field experiments.
在车联网的背景下,安全应用的重点主要集中在机动车的事故避免上,而对自行车的安全关注较少。本研究提出网联车辆的自行车安全应用。该安全应用程序旨在减少所谓的右钩冲突,这是一种常见的事故场景,即右转的车辆与相邻的自行车相撞。在车辆正常信标信息期间交换的信息被应用程序用于警告驾驶员与自行车的潜在碰撞,而不会引入额外的信息开销或偏离当前标准。采用商用设备,安装在车辆和自行车上,实施了拟议的安全应用,并根据实际现场实验评估了有效性。
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引用次数: 2
Laboratory Emulator Using Connected Scaled Cars to Study Traffic Waves 使用连接的缩放汽车研究交通波的实验室模拟器
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8964888
S. Hornstein, Klaus Trangbaek
Traffic density has become one of the substantial problems in urban areas. Saturated roads increase the likelihood of vehicular collisions, mostly since the distance between the cars is decreased significantly. The emerging technology of communication between cars is suggested as an enabling technology to optimize traffic flow control. One solution to improve traffic flow on dense roads is to share kinematic properties among near cars. This could enable drivers or an automated system to get better decisions with respect to following the preceding cars. Control algorithms for cars driving in heavy traffic that considers the velocities, acceleration and spacing of the neighboring vehicles ahead, could eliminate traffic waves and reduce tail to head collisions. The purpose of this work is to design and construct a lab testbed based on scaled electric cars, which are remotely controlled by a PC, and to implement driving algorithms for these cars assuming the kinematic properties of the adjacent cars are known.
交通密度已成为城市地区的实质性问题之一。饱和的道路增加了车辆碰撞的可能性,主要是因为汽车之间的距离大大缩短。提出了新兴的车际通信技术作为优化交通流控制的使能技术。改善密集道路上交通流量的一个解决方案是在附近的车辆之间共享运动特性。这可以让司机或自动系统在跟随前车时做出更好的决定。在繁忙交通中行驶的汽车的控制算法考虑了前方相邻车辆的速度、加速度和间距,可以消除交通波,减少尾头碰撞。本工作的目的是设计和构建一个基于比例电动汽车的实验室测试平台,由PC远程控制,并在假设相邻汽车的运动学特性已知的情况下实现这些汽车的驾驶算法。
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引用次数: 0
Path following controller for autonomous vehicles 自动驾驶汽车路径跟踪控制器
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8964960
Ádám Domina, V. Tihanyi
In recent years vehicles with high level of automation are becoming more popular which is expected to continue in the future. Advanced driving assistance systems are increasingly taking control of the vehicle, starting with the support of the driving task. Automated or highly automated vehicles are expected to follow a planned road safely. In this paper, the authors aim to improve the accuracy of path following by developing a new control strategy. The controller includes both pure pursuit and Stanley methods, the operation of the controller is based on the geometry of the vehicle and the path; the key is the proper weighting between two controllers. The performance of the combined path following controller was measured on a demonstration vehicle.
近年来,高自动化水平的车辆越来越受欢迎,预计未来还会继续。先进的驾驶辅助系统越来越多地控制车辆,从支持驾驶任务开始。预计自动化或高度自动化的车辆将安全地沿着规划的道路行驶。在本文中,作者旨在通过开发一种新的控制策略来提高路径跟踪的精度。该控制器包括纯追击和斯坦利两种方法,控制器的操作是基于车辆的几何形状和路径;关键是两个控制器之间的适当权重。在一辆示范车上对该组合路径跟随控制器的性能进行了测试。
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引用次数: 9
Comparing two systematic approaches for testing automated driving functions 比较两种测试自动驾驶功能的系统方法
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8965209
Hermann Felbinger, Florian Klück, Yihao Li, M. Nica, Jianbo Tao, F. Wotawa, Martin Zimmermann
Thoroughly validating and verifying automated or autonomous driving functions is inevitable for assuring to meet quality criteria for safety-critical systems. In this paper, we discuss two system testing techniques that have been already used for detecting critical situations for the automated emergency braking function based on vehicle simulations. In particular, we introduce combinatorial testing and search-based testing techniques and compare them. Whereas the first is for identifying interactions of parameters that lead to harmful situations considering predefined value domains, the latter is for finding parameter values that cause such critical situations. We discuss the underlying foundations behind the methods as well as their potential application areas. In addition, we summarize the results obtained when using these methods for testing automated emergency braking.
为了确保满足安全关键系统的质量标准,彻底验证和验证自动驾驶或自动驾驶功能是不可避免的。在本文中,我们讨论了两种系统测试技术,这两种技术已经用于检测基于车辆模拟的自动紧急制动功能的关键情况。特别地,我们介绍了组合测试和基于搜索的测试技术,并对它们进行了比较。考虑到预定义的值域,前者用于识别导致有害情况的参数相互作用,后者用于查找导致此类危急情况的参数值。我们讨论了这些方法背后的基础以及它们潜在的应用领域。此外,我们还总结了使用这些方法测试自动紧急制动时所获得的结果。
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引用次数: 6
Intersection Crossing in Mixed Traffic Flow Environment leveraging V2X information 利用V2X信息的混合交通流环境下的十字路口穿越
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8965228
G. Bifulco, Bianca Caiazzo, Angelo Coppola, S. Santini
The paper addresses the problem of safe crossing a non-signalized intersection in a mixed traffic scenario composed of both connected human-driven and autonomous vehicles. To solve this problem, we propose a control strategy that leverages information shared via V2X for extending the line-of-sight of the on-board ranging sensors. The control protocol augments the classical I-ADAS approach based on local measurements with an additional networked action that has the aim of preventing oncoming colliding situations. The control strategy is purposely designed for counteracting the unavoidable presence of communication impairments that turns into multiple time-varying delays affecting the information sent via the cyber-space. The numerical analysis, carried out leveraging the Matlab/Simulink platform, discloses the effectiveness of the approach for a challenging case where vehicles dynamic conditions are such that collisions would have occurred at the intersection if the vehicle would only be equipped with range sensors.
本文研究了由人工驾驶车辆和自动驾驶车辆组成的混合交通场景中安全通过无信号交叉口的问题。为了解决这个问题,我们提出了一种控制策略,利用V2X共享的信息来扩展车载测距传感器的视线。该控制协议增强了经典的基于局部测量的I-ADAS方法,并增加了额外的网络动作,旨在防止迎面而来的碰撞情况。该控制策略旨在抵消不可避免的通信障碍的存在,这种通信障碍会导致多个时变延迟,影响通过网络空间发送的信息。利用Matlab/Simulink平台进行的数值分析揭示了该方法在一种具有挑战性的情况下的有效性,在这种情况下,车辆的动态条件是,如果车辆只配备距离传感器,则会在十字路口发生碰撞。
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引用次数: 3
Urban Intersection Management with Connected Infrastructure Objects and Autonomous Vehicles 基于互联基础设施对象和自动驾驶汽车的城市交叉口管理
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8964917
S. Chuprov, I. Viksnin, Iuliia Kim
The congestion of urban car traffic creates many problems at once to the residents of metropolises, from emissions of harmful substances into the atmosphere to annually increasing mortality in road traffic accidents. Recent achievements in the field of artificial intelligence and the organization of the movement of autonomous vehicles today allow us to create concepts that may become ubiquitous in the near future. In this paper, the authors consider the possibilities for creating an intelligent transport infrastructure within the concept of a smart city using cyber-physical systems. The aspects of information security in the use of cyber-physical systems are considered, approaches to solving problems of intersection management are discussed. Intersections in cities loaded with traffic can be compared with bottlenecks - the trajectory of many vehicles overlap and congestion occurs. To increase the capacity of urban streets, the authors presented a model of the system that regulates the movement of vehicles at the intersection. To assess the feasibility of using the developed model, the authors developed a software simulator of two connected urban intersections. For comparison, a simulator of the intersections, regulated by a traffic lights, was also developed. The results of the experiments allow us to say that the developed model is more efficient than the traffic light in the framework of this study.
城市汽车交通的拥挤立刻给大城市的居民带来了许多问题,从向大气中排放有害物质到每年不断增加的道路交通事故死亡率。人工智能领域的最新成就和自动驾驶汽车的运动组织使我们能够创造出在不久的将来可能无处不在的概念。在本文中,作者考虑了在使用网络物理系统的智慧城市概念中创建智能交通基础设施的可能性。考虑了信息安全在使用网络物理系统方面的问题,讨论了解决交叉路口管理问题的方法。交通拥挤的城市中的十字路口可以比作瓶颈——许多车辆的轨迹重叠,从而发生拥堵。为了增加城市街道的通行能力,作者提出了一个调节交叉口车辆运动的系统模型。为了评估所建模型的可行性,作者开发了两个连通的城市交叉路口的软件模拟器。为了进行比较,还开发了一个由交通灯调节的十字路口模拟器。实验结果表明,在本研究的框架下,所开发的模型比交通灯更有效。
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引用次数: 0
Identification of performance limitations of sensing technologies for automated driving 识别自动驾驶传感技术的性能限制
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8965181
H. Martin, B. Winkler, Stephanie Grubmüller, D. Watzenig
Today's automotive functions are more and more complex, because of the automation of driving assistance to different levels of automated driving. Functions like Extended-Automated Emergency Braking (E-AEB) are implemented by Automated Driving System (ADS), which are intended to improve active safety of road vehicles such as cars, trucks, and buses. ADS functions are safety-critical in sense of Functional Safety according to ISO 26262, because any malfunction may lead to a harm of people. Limitations of sensor technologies and algorithms of ADS can lead to an unwanted hazardous situation, which is addressed in the first Public Available Specification (PAS) called Safety of the intended Functionality (SOTIF, ISO/PAS 21448). This paper presents a work in progress of a systematic workflow to identify the so-called “triggering events” of sensing units based on camera and Light Detection And Ranging (LIDAR). The workflow has been used for a systematic analysis to identify triggering events of relevant sensor technologies for an E-AEB use case. In the last step, an evaluation of sensor modelling tools for simulation of sensor imperfections has been performed. Furthermore, the results will be used to derive simulation test cases for verification and validation of such sensing technology.
如今的汽车功能越来越复杂,因为驾驶辅助的自动化程度不同,自动驾驶的程度也不同。自动驾驶系统(ADS)实现了扩展自动紧急制动(E-AEB)等功能,旨在提高汽车、卡车和公共汽车等道路车辆的主动安全性。根据ISO 26262的功能安全标准,ADS功能对安全至关重要,因为任何故障都可能导致人身伤害。传感器技术和ADS算法的局限性可能导致意想不到的危险情况,这在第一个公共可用规范(PAS)中得到了解决,称为预期功能的安全性(SOTIF, ISO/PAS 21448)。本文介绍了一项正在进行的系统工作流程,以识别基于相机和光探测和测距(LIDAR)的传感单元的所谓“触发事件”。该工作流已用于系统分析,以确定E-AEB用例中相关传感器技术的触发事件。在最后一步中,对传感器建模工具进行了评估,以模拟传感器缺陷。此外,结果将用于导出仿真测试用例,以验证和验证这种传感技术。
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引用次数: 6
Towards Privacy in Geographic Message Dissemination for Connected Vehicles 车联网地理信息传播中的隐私问题研究
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8965198
S. Ruehrup, S. Krenn
With geographic message dissemination, connected vehicles can be served with traffic information in their proximity, thereby positively impacting road safety, traffic management, or routing. Since such messages are typically relevant in a small geographic area, servers only distribute messages to affected vehicles for efficiency reasons. One main challenge is to maintain scalability of the server infrastructure when collecting location updates from vehicles and determining the relevant group of vehicles when messages are distributed to a geographic relevance area, while at the same time respecting the individual user's privacy in accordance with legal regulations. In this paper, we present a framework for geographic message dissemination following the privacy-by-design and privacy-by-default principles, without having to accept efficiency drawbacks compared to conventional server-client based approaches.
通过地理信息传播,联网车辆可以在其附近获得交通信息,从而对道路安全、交通管理或路线产生积极影响。由于这类消息通常与小的地理区域相关,因此出于效率考虑,服务器只将消息分发给受影响的车辆。一个主要的挑战是,在从车辆收集位置更新并在将消息分发到地理相关区域时确定相关车辆组时,保持服务器基础设施的可伸缩性,同时根据法律法规尊重个人用户的隐私。在本文中,我们提出了一个遵循设计隐私和默认隐私原则的地理信息传播框架,与传统的基于服务器-客户端的方法相比,它不必接受效率上的缺点。
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引用次数: 0
A Deep Learning Approach for Location Independent Throughput Prediction 一种位置无关吞吐量预测的深度学习方法
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8965216
Josef Schmid, Mathias Schneider, A. Höß, Björn Schuller
Mobile communication has become a part of everyday life and is considered to support reliability and safety in traffic use cases such as conditionally automated driving. Nevertheless, prediction of Quality of Service parameters, particularly throughput, is still a challenging task while on the move. Whereas most approaches in this research field rely on historical data measurements, mapped to the corresponding coordinates in the area of interest, this paper proposes a throughput prediction method that focuses on a location independent approach. In order to compensate the missing positioning information, mainly used for spatial clustering, our model uses low-level mobile network parameters, improved by additional feature engineering to retrieve abstracted location information, e. g., surrounding building size and street type. Thus, the major advantage of our method is the applicability to new regions without the prerequisite of conducting an extensive measurement campaign in advance. Therefore, we embed analysis results for underlying temporal relations in the design of different deep neuronal network types. Finally, model performances are evaluated and compared to traditional models, such as the support vector or random forest regression, which were harnessed in previous investigations.
移动通信已成为日常生活的一部分,并被认为可以支持有条件自动驾驶等交通用例的可靠性和安全性。然而,预测服务质量参数,特别是吞吐量,在移动中仍然是一项具有挑战性的任务。鉴于该研究领域的大多数方法依赖于历史数据测量,映射到感兴趣区域的相应坐标,本文提出了一种专注于位置无关方法的吞吐量预测方法。为了弥补主要用于空间聚类的定位信息缺失,我们的模型使用底层移动网络参数,并通过附加的特征工程进行改进来检索抽象的位置信息,如周围建筑大小和街道类型。因此,我们的方法的主要优点是适用于新的地区,而不需要事先进行广泛的测量活动。因此,我们在不同深度神经网络类型的设计中嵌入了底层时间关系的分析结果。最后,评估了模型的性能,并将其与传统模型(如支持向量或随机森林回归)进行了比较。
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引用次数: 18
Analysis of Data Collected by the 700 MHz Band Intelligent Transport Systems for Reducing Ambulance Transportation Time 700兆赫波段智能交通系统收集的数据分析,以减少救护车运输时间
Pub Date : 2019-11-01 DOI: 10.1109/ICCVE45908.2019.8965232
T. Mitani, T. Yamazato, K. Naito, Yuki Mori
Emergency services around the world face the problem of increasing patient transportation times. The operation of emergency vehicles is fundamentally different from that of general vehicles; hence, algorithms recommending optimal routes in a conventional way are not always applicable to emergency vehicles. In this study, we analyzed data of inter-vehicle and road-vehicle communication collected at 700 MHz band intelligent transport systems and demonstrated that the overall travel time of emergency vehicles can be reduced by decreasing their travel time at intersections.
世界各地的急救服务都面临着病人运输时间增加的问题。应急车辆的操作与一般车辆有本质的区别;因此,以传统方式推荐最优路线的算法并不总是适用于应急车辆。本研究分析了700 MHz频段智能交通系统采集的车际和路车通信数据,证明了通过减少应急车辆在交叉口的行驶时间,可以减少应急车辆的总体行驶时间。
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引用次数: 0
期刊
2019 IEEE International Conference on Connected Vehicles and Expo (ICCVE)
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