大比例尺轨迹数据的精确实时位置地图匹配算法

Kanta Prasad Sharma, R. Poonia, S. Sunda
{"title":"大比例尺轨迹数据的精确实时位置地图匹配算法","authors":"Kanta Prasad Sharma, R. Poonia, S. Sunda","doi":"10.1109/ICRITO.2018.8748745","DOIUrl":null,"url":null,"abstract":"GPS tracking data is essential for sensor data sources. It plays an important role for various systems like Traffic assessment and Prediction, routing and navigation, Fleet management etc. Trajectory data accuracy is a key factor for sampling based vehicle movement using existing GPS alerting systems. GPS navigation process is not reliable because of weak signaling transmission, weather scenario, especially, tall buildings area and drass sectors in the Indian scenario. Map matching finding a path between available points on the active road's segments; enhance road data accuracy through minimizing frechet distance for future purpose. Therefore accurate road data, become necessary for fast map matching outcomes. This work provides to locate the frechet distance on available free space for accurate path finding. This work also contributes to measuring frechet distance, trajectory data error-estimation and finding free space surface on road network.","PeriodicalId":439047,"journal":{"name":"2018 7th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Accurate Real-Time Location Map Matching Algorithm for Large Scale Trajectory Data\",\"authors\":\"Kanta Prasad Sharma, R. Poonia, S. Sunda\",\"doi\":\"10.1109/ICRITO.2018.8748745\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"GPS tracking data is essential for sensor data sources. It plays an important role for various systems like Traffic assessment and Prediction, routing and navigation, Fleet management etc. Trajectory data accuracy is a key factor for sampling based vehicle movement using existing GPS alerting systems. GPS navigation process is not reliable because of weak signaling transmission, weather scenario, especially, tall buildings area and drass sectors in the Indian scenario. Map matching finding a path between available points on the active road's segments; enhance road data accuracy through minimizing frechet distance for future purpose. Therefore accurate road data, become necessary for fast map matching outcomes. This work provides to locate the frechet distance on available free space for accurate path finding. This work also contributes to measuring frechet distance, trajectory data error-estimation and finding free space surface on road network.\",\"PeriodicalId\":439047,\"journal\":{\"name\":\"2018 7th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)\",\"volume\":\"39 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 7th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICRITO.2018.8748745\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 7th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRITO.2018.8748745","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

GPS跟踪数据是传感器数据的重要来源。它在交通评估与预测、路线导航、车队管理等系统中发挥着重要作用。轨迹数据的准确性是现有GPS预警系统中基于采样的车辆运动的关键因素。GPS导航过程不可靠,因为信号传输弱,天气场景,特别是印度场景中的高层建筑区域和草地。地图匹配在活动路段的可用点之间寻找路径;为了将来的目的,通过尽量减少车辆距离来提高道路数据的准确性。因此,准确的道路数据,成为快速地图匹配结果的必要条件。这项工作提供了在可用的自由空间上定位frechet距离以进行准确的寻径。该工作还有助于道路网的车道距离测量、轨迹数据误差估计和自由空间曲面的寻找。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Accurate Real-Time Location Map Matching Algorithm for Large Scale Trajectory Data
GPS tracking data is essential for sensor data sources. It plays an important role for various systems like Traffic assessment and Prediction, routing and navigation, Fleet management etc. Trajectory data accuracy is a key factor for sampling based vehicle movement using existing GPS alerting systems. GPS navigation process is not reliable because of weak signaling transmission, weather scenario, especially, tall buildings area and drass sectors in the Indian scenario. Map matching finding a path between available points on the active road's segments; enhance road data accuracy through minimizing frechet distance for future purpose. Therefore accurate road data, become necessary for fast map matching outcomes. This work provides to locate the frechet distance on available free space for accurate path finding. This work also contributes to measuring frechet distance, trajectory data error-estimation and finding free space surface on road network.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信