13th International IEEE Conference on Intelligent Transportation Systems最新文献

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Modeling framework for the evaluation of alternative truck lane management strategies 货车车道管理备选策略评价的建模框架
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625022
Hesham A Rakha, Ihab El-Shawarby, Sangjun Park, M. Arafeh
{"title":"Modeling framework for the evaluation of alternative truck lane management strategies","authors":"Hesham A Rakha, Ihab El-Shawarby, Sangjun Park, M. Arafeh","doi":"10.1109/ITSC.2010.5625022","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625022","url":null,"abstract":"This paper develops and validates a modeling framework for the evaluation of alternative truck lane management strategies. The framework is used to evaluate alternative truck lane management strategies along a section of Interstate 81, VA. The average light-duty and heavy-duty vehicle speeds produced by the simulation model were found to be consistent with field observations for the base condition. Three scenarios were considered, including: (a) adding a single lane to section 2 (from mileposts 125.0 to 120.7); (b) adding a single lane across sections 1 (from mileposts 128.1 to 125.0), 2, and 3 (from milepost 120.7 to 119.6); (c) combining (a) and (b) to result in four lanes from mileposts 128.1 to 119.6. The results of the analysis indicate that all three scenarios produce savings in travel time; energy; HC, CO, and CO2 emissions; and crash savings relative to the base do-nothing scenario. These benefits increase as the travel demand grows from the base year of 2004 to the horizon year of 2035. A benefit-cost analysis was conducted, and the results demonstrate that the most cost-effective upgrade is to add a third lane to section 2 (benefit-cost ratio of 5.35) followed by the addition of a single lane to sections 1 through 3 (benefit-cost ratio of 2.30). The addition of a fourth lane to section 2, together with an extra lane in sections 1 through 3, still offers advantages with a benefit-cost ratio of 1.60.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123036592","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: 2
Lane Detection System for Vehicle Platooning using Multi-information Map 基于多信息地图的车辆队列车道检测系统
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625215
T. Kasai, K. Onoguchi
{"title":"Lane Detection System for Vehicle Platooning using Multi-information Map","authors":"T. Kasai, K. Onoguchi","doi":"10.1109/ITSC.2010.5625215","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625215","url":null,"abstract":"This paper proposes a method of lane marker detection for platooning. In order to reduce air resistance, it is desirable to shorten the distance between two vehicles. If the vehicular gap is very short, conventional methods, which detect lane markers ahead in images captured from a front camera, are useless because lane markers are occluded by a vehicle in front. To solve this problem, the proposed method recognizes a lane markers in images captured from two downward side cameras equipped with the front side and the rear side of a vehicle. First, candidate points of lane markers are extracted in each image by edge pair detection. Then, straight lines representing lane marker are detected by applying Hough transform to these candidate points. A lateral position in a traffic lane is estimated from a position of a straight line in an image of each downward side camera. A yaw angle toward a traffic lane is calculated by using these lateral positions and the distance between two downward side cameras. Because a downward side camera can take only a narrow area directly under it, lane markers must be detected from short parts of them. Therefore, the proposed method uses a multi-information map containing lane marker information to detect lane markers. The proposed method has been implemented in the image processing hardware whose CPU satisfies on-vehicle specifications. Experimental results show the effectiveness of the proposed method and a lane detection device. In experiments conducted at the test course and the highway under construction, the vehicle ran at 80 km/h along the straight lane automatically.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123411633","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: 13
Estimation of lane data-based features by odometric vehicle data for driver state monitoring 基于里程计车辆数据的车道数据特征估计,用于驾驶员状态监测
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5624976
Fabian Friedrichs, Michael Miksch, Bin Yang
{"title":"Estimation of lane data-based features by odometric vehicle data for driver state monitoring","authors":"Fabian Friedrichs, Michael Miksch, Bin Yang","doi":"10.1109/ITSC.2010.5624976","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5624976","url":null,"abstract":"It is assumed that approximately one third of severe car accidents are related to drowsiness. Warning systems such as the Mercedes Benz Attention Assist try to tackle this problem by analyzing the driving style. Previous work investigated the estimation of measures (features) from lane data that correlate well with impaired driving. Unfortunately, these features require a lane-tracking camera, which is not available in many cars. Furthermore, the lane data signals are often affected from missing road markings, bad sight etc. Some lane-based features such as LANEDEV or ZIGZAGS do not require the absolute distance to the lane markings, but only depend on the lateral deviation within the lane. Our idea is to exploit odometric data (yaw rate and vehicle speed) to estimate this measure. The vehicle trajectory is a composition of the lurching between lane markings and the disturbing road curvature. Thus, we remove this curvature by a filter since its frequency is lower than the vehicle deviation. We compare the correlation between features based on lane data and odometric data as well as their relationship with sleepiness. An excerpt of the Attention Assist database with 294 drives and over 76 000 km is used. We show that some lane-based features can be approximated well. The zero-crossing rate (LATPOSZCR) performs even better than its lane-based pendant.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122029920","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: 8
RSU-based real-time data access in dynamic vehicular networks 动态车辆网络中基于rsu的实时数据访问
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625189
Kai Liu, V. Lee
{"title":"RSU-based real-time data access in dynamic vehicular networks","authors":"Kai Liu, V. Lee","doi":"10.1109/ITSC.2010.5625189","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625189","url":null,"abstract":"Recently, data dissemination in vehicular networks has received considerable attention. In particular, there has been significant interest in accessing information stored at RSUs (Roadside Units). Although data access has been extensively studied in the network community, unique characteristics in vehicular networks bring us new challenges. First, the RSU provides both safety-critical and non-safety-critical services, which should be differentiated. Second, due to the limited communication range covered by RSUs, information must be provided in time to be accessed by passing vehicles. Last but not least, in a typical vehicular network, the traffic characteristics such as vehicle arrival rate, dwell time and data access pattern change from time to time, which require special efforts in information delivery to gain satisfactory performance. This paper first proposes a data dissemination framework supported by the RSU, in which an adaptable data dissemination method is presented. Next, we derive an analytical model to form the basis of performance evaluation. Last, we present a series of evaluation results to examine the system performance in dynamic traffic environments. The results not only demonstrate the effectiveness of the adaptable data dissemination mechanism, but also explore novel features of data dissemination in dynamic vehicular networks, which give insights into new research problems.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122749081","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: 57
An analysis of positioning and map-matching issues for GNSS-based road user charging 基于gnss的道路使用者收费定位与地图匹配问题分析
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625082
R. Toledo-Moreo, Benito Úbeda Miñaro, J. Santa, M. Zamora-Izquierdo, A. Gómez-Skarmeta
{"title":"An analysis of positioning and map-matching issues for GNSS-based road user charging","authors":"R. Toledo-Moreo, Benito Úbeda Miñaro, J. Santa, M. Zamora-Izquierdo, A. Gómez-Skarmeta","doi":"10.1109/ITSC.2010.5625082","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625082","url":null,"abstract":"The time for new paradigms for pay-per-use road use charging (RUC) has come, and it is still unclear whether or not current Global Navigation Satellite Systems (GNSS) supply reliability enough to lead the technological deployment. It is the general belief for RUC stakeholders that GNSS is the most flexible and cost-efficient technology for such a large deployment. However, the German experience of Toll Collect shows that GNSS must be strongly complemented by road side equipments to reach the necessary charging reliability standards. This paper analyzes some significant points of a GNSS-based RUC schemes, with a special emphasis on relevant map-matching issues. This analysis is complemented by our proposals for supporting GNSS with aiding onboard sensors and maps, and discussions about how the charging reliability may result affected by that. The paper finishes with a summary of the most remarkable conclusions achieved in our investigations.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124202143","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: 12
Estimation of road capacity and free flow speed for urban roads under adverse weather conditions 恶劣天气条件下城市道路通行能力和自由流速度的估算
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625152
J. Asamer, M. Reinthaler
{"title":"Estimation of road capacity and free flow speed for urban roads under adverse weather conditions","authors":"J. Asamer, M. Reinthaler","doi":"10.1109/ITSC.2010.5625152","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625152","url":null,"abstract":"This work aims to estimate changes in traffic characteristics of urban roads in dependence of adverse weather conditions like rain and snow. Investigated traffic characteristics are capacity and free flow speed which are elementary for describing the performance of traffic networks and setting up macroscopic traffic models. The methods are based on aggregated flow and speed measurements from local sensors. Results show a significant reduction of road capacity and free flow speed in dependence of intensity and type of precipitation.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125242425","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: 22
System approach for multi-purpose representations of traffic scene elements 交通场景元素多用途表示的系统方法
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625234
Jens Schmüdderich, Nils Einecke, Stephan Hasler, A. Gepperth, B. Bolder, R. Kastner, M. Franzius, Sven Rebhan, Benjamin Dittes, H. Wersing, J. Eggert, J. Fritsch, C. Goerick
{"title":"System approach for multi-purpose representations of traffic scene elements","authors":"Jens Schmüdderich, Nils Einecke, Stephan Hasler, A. Gepperth, B. Bolder, R. Kastner, M. Franzius, Sven Rebhan, Benjamin Dittes, H. Wersing, J. Eggert, J. Fritsch, C. Goerick","doi":"10.1109/ITSC.2010.5625234","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625234","url":null,"abstract":"A major step towards intelligent vehicles lies in the acquisition of an environmental representation of sufficient generality to serve as the basis for a multitude of different assistance-relevant tasks. This acquisition process must reliably cope with the variety of environmental changes inherent to traffic environments. As a step towards this goal, we present our most recent integrated system performing object detection in challenging environments (e.g., inner-city or heavy rain). The system integrates unspecific and vehicle-specific methods for the detection of traffic scene elements, thus creating multiple object hypotheses. Each detection method is modulated by optimized models of typical scene context features which are used to enhance and suppress hypotheses. A multi-object tracking and fusion process is applied to make the produced hypotheses spatially and temporally coherent. In extensive evaluations we show that the presented system successfully analyzes scene elements under diverse conditions, including challenging weather and changing scenarios. We demonstrate that the used generic hypothesis representations allow successful application to a variety of tasks including object detection, movement estimation, and risk assessment by time-to-contact evaluation.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129705222","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: 17
Local feedback-based mainstream traffic flow control on freeways using variable speed limits 基于局部反馈的高速公路变限速主流交通流控制
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625218
R. C. Carlson, I. Papamichail, M. Papageorgiou
{"title":"Local feedback-based mainstream traffic flow control on freeways using variable speed limits","authors":"R. C. Carlson, I. Papamichail, M. Papageorgiou","doi":"10.1109/ITSC.2010.5625218","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625218","url":null,"abstract":"Recent research has proposed Mainstream Traffic Flow Control (MTFC), enabled via variable speed limits (VSL), as a novel freeway traffic management tool and has demonstrated its efficiency based on sophisticated optimal control methods that may face difficulties in practical field implementations. A simple local MTFC feedback controller is designed in this paper, taking into account a number of practical requirements and restrictions. The MTFC controller relies only on readily available real-time measurements and is robust and suitable for field implementations. The controller is evaluated in simulation and compared to the optimal control results. The controller's performance is shown to approach the optimal control results, whilst considering several practical and safety restrictions, for a number of investigated scenarios.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129462482","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: 2
Assessment of traffic environment using fine-tuned dynamic vehicle emission models 基于微调动态车辆排放模型的交通环境评价
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625195
W. Lei, Xiaoliang Ma, Hui Chen
{"title":"Assessment of traffic environment using fine-tuned dynamic vehicle emission models","authors":"W. Lei, Xiaoliang Ma, Hui Chen","doi":"10.1109/ITSC.2010.5625195","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625195","url":null,"abstract":"In order to assess environmental impacts of local traffic flow, a two-stage parameter tuning approach is proposed for recalibration of the Comprehensive Modal Emission Model (CMEM) using on-road emission measurements collected in Chinese cities. Based on the procedure comprising of grid search and nonlinear simplex optimization, the fuel- and emission-related parameters in the model are estimated to minimize the Mean Square Error (MSE) between model outputs and real measurements. In addition, a regression-based emission model is calibrated using the same data samples to compare performance. It is shown from the numerical results that the tuning process is able of improving the model prediction accuracy, especially concerning the CO emission, when comparing with the original CMEM model and the regression-based model. In addition, the emission models are, after the tuning process, applied together with a traffic simulation model to evaluate dynamic environmental effects of traffic in a case study.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130644145","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: 1
A Coordinated ramp metering algorithm for Minnesota's freeways based on density 基于密度的明尼苏达州高速公路协调匝道计量算法
13th International IEEE Conference on Intelligent Transportation Systems Pub Date : 2010-11-09 DOI: 10.1109/ITSC.2010.5625243
N. Geroliminis, A. Srivastava, P. Michalopoulos
{"title":"A Coordinated ramp metering algorithm for Minnesota's freeways based on density","authors":"N. Geroliminis, A. Srivastava, P. Michalopoulos","doi":"10.1109/ITSC.2010.5625243","DOIUrl":"https://doi.org/10.1109/ITSC.2010.5625243","url":null,"abstract":"A new coordinated, traffic-responsive ramp metering algorithm has been designed for Minnesota's freeways based on density measurements, rather than flows. This is motivated in view of recent research indicating that the critical value of density at which capacity is observed is less sensitive and more stable than the value of capacity, thereby resulting in more effective control. The main goals of the algorithm are to delay the onset of the breakdown and to accelerate system recovery when ramp metering is unable due to the violation of maximum allowable ramp waiting time. The effectiveness of the new control strategy is being assessed by comparison with the currently deployed version of the Stratified Zone Algorithm (SZM) through microscopic simulation of a real 12-mile, 17 ramp freeway section. Simulations show an improvement of 3–5% in the overall delays and avoidance of the maximum ramp delay violations.","PeriodicalId":176645,"journal":{"name":"13th International IEEE Conference on Intelligent Transportation Systems","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127669347","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
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