Taxi drivers drive on the roads every day and become very knowledgeable of the spatiotemporal traffic patterns in a city.It therefore is reasonable to assume that the routes chosen by taxi drivers often work out bette...Taxi drivers drive on the roads every day and become very knowledgeable of the spatiotemporal traffic patterns in a city.It therefore is reasonable to assume that the routes chosen by taxi drivers often work out better than those selected by other drivers.Since dynamic navigation assistance based on real-time traffic information faces limitations such as the spatial coverage of real-time data collection sites,performance of real-time data processing and communications,and accuracy of short-term traffic forecasts in a large urban area,experiences gained by taxi drivers can be a valuable data source for improving the quality of vehicle navigation guidance.This paper develops a vehicle navigation guidance system based on taxis drivers’ knowledge derived from floating car data collected over an extended time period.We then classify road segments based on the spatiotemporal characteristics of taxi tracking data.A case study using taxi tracking data collected in Wuhan,China is presented in this paper to demonstrate the performance of this vehicle navigation system based on taxi tracking data.展开更多
研究基于GPS的车载导航系统的原理,从监控中心、车辆状态及车主手机3个方面对GPS车载导航系统进行总体的功能设计及相关的模块设计.在已搭建的电子地图(super m ap)上,利用GSM移动通讯系统传递信息,进行GPS的定位导航,选择河海大学作为...研究基于GPS的车载导航系统的原理,从监控中心、车辆状态及车主手机3个方面对GPS车载导航系统进行总体的功能设计及相关的模块设计.在已搭建的电子地图(super m ap)上,利用GSM移动通讯系统传递信息,进行GPS的定位导航,选择河海大学作为导航的地点,测得GPS车载导航系统的实时定位导航数据,进行比较分析,通过误差判断定位精度及控制效果.展开更多
基金supported by the National Natural Science Foundation of China (Grant Nos.40801155,40830530,60872132,50808146)the National Science & Technology Pillar Program (Grant No.2008BAK49B02)+1 种基金the National Hi-Tech Research and Development Program of China ("863" Project) (Grant Nos.2009AA11Z213,2009AA11Z218)the projects funding of LIESMARS
文摘Taxi drivers drive on the roads every day and become very knowledgeable of the spatiotemporal traffic patterns in a city.It therefore is reasonable to assume that the routes chosen by taxi drivers often work out better than those selected by other drivers.Since dynamic navigation assistance based on real-time traffic information faces limitations such as the spatial coverage of real-time data collection sites,performance of real-time data processing and communications,and accuracy of short-term traffic forecasts in a large urban area,experiences gained by taxi drivers can be a valuable data source for improving the quality of vehicle navigation guidance.This paper develops a vehicle navigation guidance system based on taxis drivers’ knowledge derived from floating car data collected over an extended time period.We then classify road segments based on the spatiotemporal characteristics of taxi tracking data.A case study using taxi tracking data collected in Wuhan,China is presented in this paper to demonstrate the performance of this vehicle navigation system based on taxi tracking data.
文摘研究基于GPS的车载导航系统的原理,从监控中心、车辆状态及车主手机3个方面对GPS车载导航系统进行总体的功能设计及相关的模块设计.在已搭建的电子地图(super m ap)上,利用GSM移动通讯系统传递信息,进行GPS的定位导航,选择河海大学作为导航的地点,测得GPS车载导航系统的实时定位导航数据,进行比较分析,通过误差判断定位精度及控制效果.
