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城市汽车导航中一种改进的D-S证据理论地图匹配算法
  • ISSN号：1001-1595
  • 期刊名称：测绘学报
  • 时间：2014.2.15
  • 页码：208-213+220
  • 分类：P208[天文地球—地图制图学与地理信息工程;天文地球—测绘科学与技术]
  • 作者机构：[1]北京邮电大学网络与交换技术国家重点实验室,北京100876
  • 相关基金：国家自然科学基金（61121061）;中央高校基本科研业务费专项资金（BUPT2012RC0609）
  • 相关项目：通信网的网络理论和技术
作者： 李珂|杨杨|邱雪松|
关键词： 车辆导航, 地图匹配, D-S证据理论, 可达性信息, 证据可靠性参数, vehicle navigation, map matching, D-S evidence theory, reachability information, evidencereliability parameters
中文摘要：

目前车联网中基于D-S证据理论的地图匹配算法具有一定的局限性，匹配精度也无法满足车联网技术的需求。本文对车辆的可达性信息进行考察，作为新的证据与传统算法证据融合后得到的结果进行D-S证据的二次融合，并针对城市环境中不同道路拓扑结构，对传统算法中车辆的位置信息和行驶方向信息的可靠性参数进行仿真训练，得出更为精确的数值以供使用。通过仿真试验表明，改进后的算法的匹配精度和稳定性得到了提高，可以更好地适用于城市复杂路网中地图匹配的问题。

英文摘要：

The map matching algorithm based on D-S evidence theory of vehicle-borne navigation system have some limitations and its matching accuracy can not meet the need of vehicle networking technology. This study puts reachability evidence as the third evidence fusion with the integration result of the traditional algorithm. And by simulation training for different road network topology, more accurate position and angle reliability parameters were obtained for practical application. Results of simulation show that this map matching algorithm increases in accuracy and stability, especial suited for complex road network in cities.

同期刊论文项目
通信网的网络理论和技术
期刊论文 303 会议论文 42 获奖 4 著作 1
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期刊信息
  • 《测绘学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国测绘地理信息学会
  • 主编：杨元喜
  • 地址：北京市西城区三里河路50号
  • 邮编：100045
  • 邮箱：chxb@periodicals.net.cn
  • 电话：010-68531192
  • 国际标准刊号：ISSN：1001-1595
  • 国内统一刊号：ISSN：11-2089/P
  • 邮发代号:2-224
  • 获奖情况:
  • 中国科学技术协会精品科技期刊工程项目资助期刊（2...,中国国际影响力优秀学术期刊（2012年）,第四届中国百种杰出学术期刊（2005年）,科技部“中国精品科技期刊”（2008年、2011年、201...,中国科协优秀期刊,中国科协年度期刊内容和编校质量良好的13种期刊之...,中国测绘学会第一、第二届“全国优秀测绘期刊奖”...
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  • 被引量:18477