期刊文献+

一种基于位置点的地图匹配改进算法 被引量:6

Improved map-matching algorithm based on position points
下载PDF
导出
摘要 针对智能手机计算资源有限、功耗要求高、内置GPS模块易受到周围环境的影响等问题,提出了一种改进的基于位置点的地图匹配算法,利用用户个人位置移动的连续性,结合历史轨迹数据进行道路投影,通过纠偏的方法对手机的定位数据与电子地图数据进行匹配,实现了直线道路、十字路口以及多边形区域等各种路况的准确定位。地图匹配算法可用于移动用户行为轨迹的监测和基于移动用户位置的个性化推荐中。 Because of the limitation of smart phone's computing resource, energy consumption, and the surrounding environmental influence to the embedded GPS module's positioning accuracy, this paper put forward an improved map-matching algorithm based on the points of the user's location, which used the continuity of the movement of the user's personal position, projected the user's historical trajectory data to the road, and implemented the rectification matching of the mobile phone positioning data and the electronic map data. Experiments show that the rectification matching method can work efficiently on all kinds of road conditions. The map-matching algorithm can be used for the monitoring of user's trajectory and personalized recommendation based on the mobile user's location.
出处 《计算机应用研究》 CSCD 北大核心 2013年第11期3318-3319,3323,共3页 Application Research of Computers
基金 国家自然科学基金资助项目(61373116 61100166) 陕西省工业攻关项目(2012K06-05)
关键词 全球定位系统 地图匹配 智能手机 基于位置的服务 GPS map-matching smart phone location based service
  • 相关文献

参考文献11

  • 1周傲英,杨彬,金澈清,马强.基于位置的服务:架构与进展[J].计算机学报,2011,34(7):1155-1171. 被引量:171
  • 2郑宇,谢幸.基于用户轨迹挖掘的智能位置服务[J].中国计算机学会通讯,2010,6(6):23-30.
  • 3唐科萍,许方恒,沈才樑.基于位置服务的研究综述[J].计算机应用研究,2012,29(12):4432-4436. 被引量:48
  • 4YOUSSEF M, AGRAWALA A. The Horus location determination system [J]. Wireless Networks ,2008,14( 3 ) :357-374.
  • 5ASHBROOK D, STARNER T. Using GPS to learn significant loca- tions and predict movement across multiple users [ J ]. Personal and Ubiquitous Computing ,2003,7( 5 ) :275- 286.
  • 6KIM D H, KIM Y H, ESTRIN D, et al. Sensloc: sensing everyday places and paths using less energy[ C]//Proc of the 8th ACM Confe- rence on embedded Networked Sensor systems. New York: ACM Press,2010:43-56.
  • 7HOROZOV T, NARAS1MItAN N, VASUDEVAN V. Using location for personalized POI recommendations in mobile envirnnments [ C ]// Proc..of Symposium oil Applications and the Internet. 2006:243-248.
  • 8华永平,刘砚一.车载定位系统中综合地图匹配算法研究[J].现代雷达,2010,32(3):53-56. 被引量:11
  • 9卢文涛,周银东,梅顺良,尚铭.基于拓扑结构的地图匹配算法研究[J].测控技术,2010,29(6):73-76. 被引量:16
  • 10DAI Jian-jun, CttEN Xiao-hong. An improved map-matching model foI GPS data with low polling rates to track vehicles [ C ]//Proc of Inter- national Conference on Transportation, Mechanical and Electrical En- gineering ( TMEE ). 20 11 : 299- 302.

二级参考文献161

共引文献234

同被引文献44

  • 1张绛丽,张笑非,徐丹,王东升,刘庆华,李宁.基于OpenStreetMap的智能交通路网数据的构建[J].道路交通与安全,2014,14(1):41-47. 被引量:8
  • 2韩萍,桑威林,赵爱军,Daniel Alazard.基于单向无迹卡尔曼滤波的飞机姿态算法[J].中国惯性技术学报,2014,12(5). 被引量:3
  • 3杨新勇,黄圣国.基于拓扑结构/自适应模糊决策的地图匹配算法[J].上海交通大学学报,2004,38(8):1389-1393. 被引量:12
  • 4张小国,王庆,万德钧.基于路网拓扑特性及先验知识的地图匹配算法[J].东南大学学报(自然科学版),2006,36(4):625-629. 被引量:9
  • 5Kao Weiwen,Huy Buiquang. Indoor Navigation with Smar-tphone- based Visual SLAM and Bluetooth - connectedWheel-Robot[C] / / Proceedings of 2013 CACS Interna-tional Automatic Control Conference. Nantou: IEEE,2013:395-400.
  • 6百度百科. 北京智慧图科技有限责任公司[EB/ OL].(2014-07 -14) [2014 -10 -28] http:/ / baike. baidu.com/ view/14180469. htm.
  • 7Ruan Fengli,Deng Zhongliang,An Qian,et al. A Methodof Map Matching in Indoor Positioning[C] / / Proceedingsof 2014 China Satellite Navigation Conference(CSNC).Nanjing:[s. n.],2014:669-679.
  • 8Gustafsson F,Gunnarsson F,Bergman N,et al. Particle filtersfor positioning,navigation,and tracking[J]. IEEE Transac-tions on Signal Processing,2002,50(2):425-437.
  • 9WANG Keji,Deng Zhongliang,Luo Shengmei,et al. Pedestri-an dead reckoning in handheld terminal with inertial meas-urement unit[C]/ / Proceedings of 2014 China Satellite Nav-igation Conference. Nanjing:[s. n.],2014:681-690.
  • 10Quddus M A, Ochieng W Y, Noland R B. Current map- matching algorithms for transport applications: State-of- the art and future research directions [ J ]. Transportation Research Part C : Emerging Technologies, 2007, 15 ( 5 ) : 312 -328.

引证文献6

二级引证文献19

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部