[go: up one dir, main page]

CN102930738A - Vehicle positioning and traffic flow detection system and method - Google Patents

Vehicle positioning and traffic flow detection system and method Download PDF

Info

Publication number
CN102930738A
CN102930738A CN2012104150691A CN201210415069A CN102930738A CN 102930738 A CN102930738 A CN 102930738A CN 2012104150691 A CN2012104150691 A CN 2012104150691A CN 201210415069 A CN201210415069 A CN 201210415069A CN 102930738 A CN102930738 A CN 102930738A
Authority
CN
China
Prior art keywords
vehicle
traffic flow
information
positioning
flow detection
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN2012104150691A
Other languages
Chinese (zh)
Inventor
王忠立
蔡伯根
王剑
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Jiaotong University
Original Assignee
Beijing Jiaotong University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Jiaotong University filed Critical Beijing Jiaotong University
Priority to CN2012104150691A priority Critical patent/CN102930738A/en
Publication of CN102930738A publication Critical patent/CN102930738A/en
Pending legal-status Critical Current

Links

Images

Landscapes

  • Traffic Control Systems (AREA)
  • Position Fixing By Use Of Radio Waves (AREA)

Abstract

本发明公开了一种车辆定位及交通流量检测系统与方法,该系统包括多个路侧设备、车载定位单元和远程监控中心;路侧设备设置在道路两侧,向车载定位单元发射包含路侧设备位置和ID的无线信号;车载定位单元接收并融合卫星定位信号和路侧设备发射信号,计算车辆的位置和速度,并发送至远程监控中心;远程监控中心接收不同车辆发送的位置和速度信息并显示。本发明还公开了一种车辆定位及交通流量检测方法。该发明通过路侧的安装,易于实现大的检测覆盖范围,实现交通流量、车辆速度,乃至交通事件的检测。可用于智能交通系统的交通流量检测,是智能交通系统的核心设备。

Figure 201210415069

The invention discloses a vehicle positioning and traffic flow detection system and method. The system includes a plurality of roadside equipment, a vehicle positioning unit and a remote monitoring center; The wireless signal of the device position and ID; the vehicle positioning unit receives and fuses the satellite positioning signal and the signal transmitted by the roadside equipment, calculates the position and speed of the vehicle, and sends it to the remote monitoring center; the remote monitoring center receives the position and speed information sent by different vehicles and display. The invention also discloses a vehicle positioning and traffic flow detection method. Through the installation on the roadside, the invention can easily realize a large detection coverage and realize the detection of traffic flow, vehicle speed, and even traffic events. It can be used for traffic flow detection of intelligent transportation system and is the core equipment of intelligent transportation system.

Figure 201210415069

Description

一种车辆定位及交通流量检测系统与方法System and method for vehicle positioning and traffic flow detection

技术领域 technical field

本发明涉及智能交通技术领域,尤其涉及一种车辆定位及交通流量检测系统与方法。The invention relates to the technical field of intelligent transportation, in particular to a vehicle positioning and traffic flow detection system and method.

背景技术 Background technique

随着大中型城市车辆保有量的持续增加,由此引发了许多交通问题,诸如道路拥挤,事故频发,环境恶化,空气污染日益严重。为了解决这些问题,智能交通系统(Intelligent TransportationSystems,ITS)因应而生。随着人们对人、车、路之间关系的理解的深入,智能交通系统在人们生活中日益发挥着越来越重要的作用。智能交通系统以计算机为工具,以信息技术为手段,以协调人、车、路之间的关系,通过多因素的协同,实现高效、安全、节能的交通运输。对该领域的研究在世界各国得到了广泛的重视,并取得了迅速发展。With the continuous increase of vehicle ownership in large and medium-sized cities, many traffic problems have been caused, such as road congestion, frequent accidents, environmental deterioration, and air pollution. In order to solve these problems, intelligent transportation systems (Intelligent Transportation Systems, ITS) emerge accordingly. With the deepening of people's understanding of the relationship between people, vehicles and roads, intelligent transportation systems are playing an increasingly important role in people's lives. The intelligent transportation system uses computers as tools and information technology as means to coordinate the relationship between people, vehicles and roads, and realize efficient, safe and energy-saving transportation through the coordination of multiple factors. The research in this field has been widely valued all over the world and has achieved rapid development.

在智能交通系统中,对道路交通流量的检测与控制是核心技术之一。通过对车辆的定位与跟踪,可以获取被检测路段的车流量、车辆运行速度等交通信息,交通信号控制和诱导系统可以根据检测得到的交通信息对交通信号进行控制或诱导,实现对交通的控制。In the intelligent transportation system, the detection and control of road traffic flow is one of the core technologies. Through the positioning and tracking of vehicles, traffic information such as traffic flow and vehicle speed of the detected road section can be obtained, and the traffic signal control and guidance system can control or guide traffic signals according to the detected traffic information to realize traffic control .

目前基于卫星导航系统的车辆定位与导航技术得到广泛应用。利用卫星定位技术可以获取车辆的位置、速度信息,但卫星定位方法在卫星导航信号不能正常接收,如市内的桥下道路、两侧的高楼遮挡、野外隧道等区段,卫星信号易被遮挡而不能被正常接收,或可视的导航卫星数目小于最少的卫星数,有时候,因为多径效应造成的GNSS定位精度严重下降等,使得卫星定位方法受到一定的限制。车载里程计也是一种定位手段,但基于里程计的定位方法存在积累误差,随距离的增加,误差会越来越大;也有提出基于GSM/GPRS的车辆定位方法,利用移动终端接收的不同基站的信号强弱来进行定位,但由于市内建筑物遮挡、反射等原因,精度较差;基于射频识别技术(RFID)的车辆定位技术,通常需要车辆和路旁的射频识别装置满足一定的距离要求,而且车辆的速度不能太快,否则可靠性下降;还有一些将两种定位方法进行融合的车辆定位技术,如GPS/INS的融合定位,这种定位,可以获得较高的效果,但这种组合的成本很高,不易普及。At present, vehicle positioning and navigation technology based on satellite navigation system is widely used. Satellite positioning technology can be used to obtain vehicle position and speed information, but satellite positioning methods cannot normally receive satellite navigation signals, such as roads under bridges in the city, high-rise buildings on both sides, and outdoor tunnels, etc., satellite signals are easily blocked However, it cannot be received normally, or the number of visible navigation satellites is less than the minimum number of satellites. Sometimes, due to the serious decline in GNSS positioning accuracy caused by multipath effects, the satellite positioning method is subject to certain restrictions. The vehicle odometer is also a means of positioning, but the positioning method based on the odometer has accumulated errors, and the error will become larger and larger as the distance increases; a vehicle positioning method based on GSM/GPRS has also been proposed, using different base stations received by mobile terminals The strength of the signal can be used for positioning, but due to the occlusion and reflection of buildings in the city, the accuracy is poor; the vehicle positioning technology based on radio frequency identification technology (RFID) usually requires a certain distance between the vehicle and the radio frequency identification device on the roadside requirements, and the speed of the vehicle should not be too fast, otherwise the reliability will decrease; there are also some vehicle positioning technologies that integrate the two positioning methods, such as GPS/INS fusion positioning. This positioning can achieve higher results, but The cost of this combination is very high, and it is not easy to popularize.

发明内容 Contents of the invention

本发明解决的技术问题是通过路侧的安装,易于实现大的检测覆盖范围,实现交通流量、车辆速度,乃至交通事件的检测。The technical problem solved by the invention is that through the installation on the roadside, it is easy to realize a large detection coverage and realize the detection of traffic flow, vehicle speed, and even traffic events.

为了解决以上技术问题,本发明实施例公开了一种车辆定位及交通流量检测系统,包括多个路侧设备、车载定位单元和远程监控中心;In order to solve the above technical problems, the embodiment of the present invention discloses a vehicle positioning and traffic flow detection system, including a plurality of roadside equipment, a vehicle positioning unit and a remote monitoring center;

路侧设备设置在道路两侧,向车载定位单元发射包含路侧设备位置和ID的无线信号;The roadside equipment is installed on both sides of the road, and transmits a wireless signal containing the location and ID of the roadside equipment to the vehicle positioning unit;

车载定位单元接收并融合卫星定位信号和路侧设备发射信号,计算车辆的位置和速度,并发送至远程监控中心;The vehicle positioning unit receives and fuses the satellite positioning signal and the signal transmitted by the roadside equipment, calculates the position and speed of the vehicle, and sends it to the remote monitoring center;

远程监控中心接收不同车辆发送的位置和速度信息并显示。The remote monitoring center receives and displays the position and speed information sent by different vehicles.

优选地,车载定位单元进一步包括卫星定位接收机、路侧无线信号接收器、无线定位模块、融合定位模块和远程通信收发器;Preferably, the vehicle positioning unit further includes a satellite positioning receiver, a roadside wireless signal receiver, a wireless positioning module, a fusion positioning module and a remote communication transceiver;

卫星定位接收机用于接收卫星定位信息;The satellite positioning receiver is used to receive satellite positioning information;

路侧无线信号接收器用于接收路侧设备发射的信号;The roadside wireless signal receiver is used to receive the signal transmitted by the roadside equipment;

无线定位模块用于根据路侧无线信号接收器接收信号确定位置信息;The wireless positioning module is used to determine the position information according to the signal received by the roadside wireless signal receiver;

融合定位模块用于融合卫星定位和路侧设备定位信息;The fusion positioning module is used to fuse satellite positioning and roadside equipment positioning information;

远程通信收发器用于和远程监控中心通信。The remote communication transceiver is used for communicating with the remote monitoring center.

优选地,车载定位单元进一步包括信息显示模块,用于信息显示。Preferably, the vehicle positioning unit further includes an information display module for displaying information.

优选地,远程监控中心包括无线收发装置、监控信息处理中心;无线收发装置用于和车载定位单元通信;Preferably, the remote monitoring center includes a wireless transceiver and a monitoring information processing center; the wireless transceiver is used to communicate with the vehicle positioning unit;

监控信息处理中心用于处理和显示交通信息。The monitoring information processing center is used to process and display traffic information.

优选地,卫星定位为GPS或GNSS或北斗2BD2。Preferably, the satellite positioning is GPS or GNSS or Beidou 2BD2.

本发明实施例还公开了一种车辆定位及交通流量检测方法,包括以下步骤:The embodiment of the present invention also discloses a vehicle positioning and traffic flow detection method, comprising the following steps:

车载定位单元首先接收至少两个路侧设备发射的无线信号,根据接收到的路侧信号中的ID数据,确认该路侧设备的位置;The vehicle positioning unit first receives wireless signals transmitted by at least two roadside devices, and confirms the location of the roadside device according to the ID data in the received roadside signals;

利用路侧无线信号接收器获取该路侧设备的信号强度;Use the roadside wireless signal receiver to obtain the signal strength of the roadside device;

根据已知的多个路侧设备的位置和其信号强度,估算得到车辆的位置和速度;Estimate the vehicle's position and speed based on the known positions of multiple roadside devices and their signal strength;

将该估算得到车辆的位置和速度和卫星接收机得到的位置和速度进行融合,提高定位结果的可靠性和精度;Fuse the estimated position and speed of the vehicle with the position and speed obtained by the satellite receiver to improve the reliability and accuracy of the positioning results;

在监控信息处理中心,通过采集覆盖区域内所有车辆的位置和速度信息,结合电子地图,根据车辆的位置将车辆标记到地图的某一路段;通过所有车辆的信息统计,得到覆盖区域内各个路段的车辆总数和平均速度。In the monitoring information processing center, by collecting the position and speed information of all vehicles in the coverage area, combined with the electronic map, the vehicle is marked to a certain road section of the map according to the position of the vehicle; through the information statistics of all vehicles, each road section in the coverage area is obtained The total number of vehicles and their average speed.

本发明通过路侧的安装,易于实现大的检测覆盖范围,实现交通流量、车辆速度,乃至交通事件的检测。可用于智能交通系统的交通流量检测,是智能交通系统的核心设备。Through the installation on the roadside, the present invention can easily realize a large detection coverage and realize the detection of traffic flow, vehicle speed, and even traffic events. It can be used for traffic flow detection of intelligent transportation system and is the core equipment of intelligent transportation system.

附图说明 Description of drawings

当结合附图考虑时,通过参照下面的详细描述,能够更完整更好地理解本发明以及容易得知其中许多伴随的优点,但此处所说明的附图用来提供对本发明的进一步理解,构成本发明的一部分,本发明的示意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定,其中:A more complete and better understanding of the invention, and many of its attendant advantages, will readily be learned by reference to the following detailed description when considered in conjunction with the accompanying drawings, but the accompanying drawings illustrated herein are intended to provide a further understanding of the invention and constitute A part of the present invention, the exemplary embodiment of the present invention and its description are used to explain the present invention, and do not constitute an improper limitation of the present invention, wherein:

图1是车辆定位及交通流量检测系统示意图。Figure 1 is a schematic diagram of a vehicle positioning and traffic flow detection system.

图2是车载定位单元的结构示意图。Fig. 2 is a schematic structural diagram of the vehicle positioning unit.

图3是车载定位单元的数据处理流程图。Fig. 3 is a flow chart of data processing of the vehicle positioning unit.

图4是监控信息处理中心的数据处理流程图。Fig. 4 is a flow chart of data processing in the monitoring information processing center.

具体实施方式 Detailed ways

参照图1至图4对本发明的实施例进行说明。Embodiments of the present invention will be described with reference to FIGS. 1 to 4 .

为使上述目的、特征和优点能够更加明显易懂,下面结合附图和具体实施方式对本发明作进一步详细的说明。In order to make the above objects, features and advantages more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

如图1所示,一种车辆定位及交通流量检测系统,包括多个路侧设备1、车载定位单元2和远程监控中心3;As shown in Figure 1, a vehicle positioning and traffic flow detection system includes a plurality of roadside equipment 1, a vehicle positioning unit 2 and a remote monitoring center 3;

路侧设备1设置在道路两侧,向车载定位单元2发射包含路侧设备1位置和ID的无线信号;The roadside device 1 is arranged on both sides of the road, and transmits a wireless signal containing the location and ID of the roadside device 1 to the vehicle positioning unit 2;

车载定位单元2接收并融合卫星定位信号和路侧设备发射信号,计算车辆的位置和速度,并发送至远程监控中心3;The vehicle positioning unit 2 receives and fuses the satellite positioning signal and the signal transmitted by the roadside equipment, calculates the position and speed of the vehicle, and sends it to the remote monitoring center 3;

远程监控中心3接收不同车辆发送的位置和速度信息并显示。The remote monitoring center 3 receives and displays the position and speed information sent by different vehicles.

实施例1:Example 1:

路侧设备1的无线发射,采用专用短程无线通信(DSRC)模块,数据报中包括路侧设备1的经纬度。The wireless transmission of the roadside device 1 adopts a dedicated short-range wireless communication (DSRC) module, and the datagram includes the latitude and longitude of the roadside device 1 .

如图2所示,车载定位单元2的路侧无线信号接收5采用DSRC模块,该模块通过无线定位模块7接收路侧设备的经纬度等数据时,还可以检测接收信号的强度;卫星定位接收机4采用GPS定位接收机;远程通信收发器6采用3G模块;GPS定位输出与无线信号定位的输出,通过融合定位模块7采用卡尔曼(Kalman)滤波实现定位信息的融合。并通过信息显示9模块进行显示。As shown in Figure 2, the roadside wireless signal receiving 5 of the vehicle positioning unit 2 adopts a DSRC module, and when the module receives data such as longitude and latitude of the roadside equipment through the wireless positioning module 7, it can also detect the strength of the received signal; the satellite positioning receiver 4 uses a GPS positioning receiver; the remote communication transceiver 6 uses a 3G module; the GPS positioning output and the output of wireless signal positioning are fused through the fusion positioning module 7 using Kalman (Kalman) filtering to realize the fusion of positioning information. And display it through the information display 9 module.

在远程监控中心3一侧,无线接收装置10采用3G模块。监控信息处理中心11将接收到的各个车辆的位置,根据电子地图中道路的位置,进行匹配,将车辆的当前位置标记到某一路段;当前时刻下这个路段的所有车辆数可以统计得到,将各个车辆的位置变化对时间求导,可得到速度值,不同车辆的速度求平均,得到这个路段的平均车速。On the remote monitoring center 3 side, the wireless receiving device 10 adopts a 3G module. The monitoring information processing center 11 matches the received position of each vehicle according to the position of the road in the electronic map, and marks the current position of the vehicle to a certain road section; the number of all vehicles in this road section at the current moment can be counted, and The position change of each vehicle is derived with respect to time to obtain the speed value, and the speed of different vehicles is averaged to obtain the average speed of this road section.

实施例2:Example 2:

路侧设备1的无线发射,采用WLAN模块,数据报中包括路侧设备的经纬度。The wireless transmission of the roadside device 1 adopts the WLAN module, and the datagram includes the latitude and longitude of the roadside device.

如图2所示,车载定位单元2的路侧无线信号接收5采用WLAN模块,该模块通过无线定位模块7接收路侧设备的经纬度等数据时,还可以检测接收信号的强度;卫星定位接收机4采用BD2(北斗2)定位接收机;远程通信收发器6采用GPRS模块;BD2定位输出与无线信号定位的输出,通过融合定位模块7采用卡尔曼(Kalman)滤波实现定位信息的融合。并通过信息显示9模块进行显示。As shown in Figure 2, the roadside wireless signal receiving 5 of vehicle positioning unit 2 adopts WLAN module, when this module receives data such as longitude and latitude of roadside equipment by wireless positioning module 7, can also detect the strength of received signal; Satellite positioning receiver 4 adopts BD2 (Beidou 2) positioning receiver; remote communication transceiver 6 adopts GPRS module; BD2 positioning output and wireless signal positioning output, through fusion positioning module 7 adopts Kalman (Kalman) filter to realize the fusion of positioning information. And display it through the information display 9 module.

在远程监控中心3一侧,无线接收装置10采用GPRS模块。监控信息处理中心11将接收到的各个车辆的位置,根据电子地图中道路的位置,进行匹配,将车辆的当前位置标记到某一路段;当前时刻下这个路段的所有车辆数可以统计得到,将各个车辆的位置变化对时间求导,可得到速度值,不同车辆的速度求平均,得到这个路段的平均车速。On the side of the remote monitoring center 3, the wireless receiving device 10 adopts a GPRS module. The monitoring information processing center 11 matches the received position of each vehicle according to the position of the road in the electronic map, and marks the current position of the vehicle to a certain road section; the number of all vehicles in this road section at the current moment can be counted, and The position change of each vehicle is derived with respect to time to obtain the speed value, and the speed of different vehicles is averaged to obtain the average speed of this road section.

本发明还公开了一种车辆定位及交通流量检测方法,包括以下步骤:The invention also discloses a vehicle positioning and traffic flow detection method, comprising the following steps:

车载定位单元首先接收至少两个路侧设备发射的无线信号,根据接收到的路侧信号中的ID数据,确认该路侧设备的位置;The vehicle positioning unit first receives wireless signals transmitted by at least two roadside devices, and confirms the location of the roadside device according to the ID data in the received roadside signals;

利用路侧无线信号接收器获取该路侧设备的信号强度;Use the roadside wireless signal receiver to obtain the signal strength of the roadside device;

根据已知的多个路侧设备的位置和其信号强度,估算得到车辆的位置和速度;Estimate the vehicle's position and speed based on the known positions of multiple roadside devices and their signal strength;

将该估算得到车辆的位置和速度和卫星接收机得到的位置和速度进行融合,提高定位结果的可靠性和精度;Fuse the estimated position and speed of the vehicle with the position and speed obtained by the satellite receiver to improve the reliability and accuracy of the positioning results;

在监控信息处理中心,通过采集覆盖区域内所有车辆的位置和速度信息,结合电子地图,根据车辆的位置将车辆标记到地图的某一路段;通过所有车辆的信息统计,得到覆盖区域内各个路段的车辆总数和平均速度。In the monitoring information processing center, by collecting the position and speed information of all vehicles in the coverage area, combined with the electronic map, the vehicle is marked to a certain road section of the map according to the position of the vehicle; through the information statistics of all vehicles, each road section in the coverage area is obtained The total number of vehicles and their average speed.

图3是车载定位单元的数据处理流程图,一路判断GNSS信号是否可用,另一路根据多路路侧无线数据输入,进行基于路侧设备的信号强度RSSI的定位估计。将上述数据进行融合处理,最后用于数据显示、数据存储、数据发送。Figure 3 is the data processing flow chart of the vehicle positioning unit. One way judges whether the GNSS signal is available, and the other way performs positioning estimation based on the signal strength RSSI of the roadside equipment according to the input of multiple roadside wireless data. The above data is fused and processed, and finally used for data display, data storage, and data transmission.

图4是监控信息处理中心的数据处理流程图,接收车辆定位数据,结合电子地图确定车辆所在路段,对所在路段的同向车辆进行统计,计算该路段平均车速,再进行数据显示和历史数据保存。Figure 4 is the data processing flow chart of the monitoring information processing center, which receives vehicle positioning data, determines the road section where the vehicle is located in combination with the electronic map, counts the vehicles in the same direction on the road section, calculates the average speed of the road section, and then performs data display and historical data storage .

虽然以上描述了本发明的具体实施方式,但是本领域的技术人员应当理解,这些具体实施方式仅是举例说明,本领域的技术人员在不脱离本发明的原理和实质的情况下,可以对上述方法和系统的细节进行各种省略、替换和改变。例如,合并上述方法步骤,从而按照实质相同的方法执行实质相同的功能以实现实质相同的结果则属于本发明的范围。因此,本发明的范围仅由所附权利要求书限定。Although the specific embodiments of the present invention have been described above, those skilled in the art should understand that these specific embodiments are only for illustration, and those skilled in the art can make the above-mentioned Various omissions, substitutions, and changes were made in the details of the methods and systems. For example, it is within the scope of the present invention to combine the above method steps so as to perform substantially the same function in substantially the same way to achieve substantially the same result. Accordingly, the scope of the invention is limited only by the appended claims.

Claims (6)

1. a vehicle location and traffic flow detection system is characterized in that, comprise a plurality of roadside devices, vehicle positioning unit and remote monitoring center;
Roadside device is arranged on the road both sides, comprises the wireless signal of roadside device position and ID to the emission of vehicle positioning unit;
The reception of vehicle positioning unit and fusion satellite positioning signal and roadside device transmit, and calculate position and the speed of vehicle, and are sent to remote monitoring center;
Remote monitoring center receives position and velocity information and the demonstration that different vehicle sends.
2. vehicle location according to claim 1 and traffic flow detection system, it is characterized in that described vehicle positioning unit further comprises satellite positioning receiver, trackside wireless signal receiver, wireless locating module, fusion locating module and telecommunications transceiver;
Satellite positioning receiver is used for receiving satellite positioning information;
The trackside wireless signal receiver is used for receiving the signal of roadside device emission;
Wireless locating module is used for receiving signal according to the trackside wireless signal receiver and determines positional information;
Merge locating module and be used for merging satnav and roadside device locating information;
Telecommunications transceiver is used for communicating by letter with remote monitoring center.
3. vehicle location according to claim 2 and traffic flow detection system is characterized in that, described vehicle positioning unit further comprises information display module, are used for information and show.
4. vehicle location according to claim 1 and traffic flow detection system is characterized in that, described remote monitoring center comprises wireless transmitter, monitor message processing enter;
Wireless transmitter is used for and the vehicle positioning unit communication;
The monitor message processing enter for the treatment of with show transport information.
5. vehicle location according to claim 1 and traffic flow detection system is characterized in that, described satnav is GPS or GNSS or Big Dipper 2BD2.
6. a vehicle location and magnitude of traffic flow detection method is characterized in that, may further comprise the steps:
The vehicle positioning unit at first receives the wireless signal of at least two roadside device emissions, according to the ID data in the trackside signal that receives, confirms the position of this roadside device;
Utilize the trackside wireless signal receiver to obtain the signal intensity of this roadside device;
According to position and its signal intensity of known a plurality of roadside devices, estimation obtains position and the speed of vehicle;
This estimation is obtained position and speed that the position of vehicle and speed and satellite receiver obtain merge, improve reliability and the precision of positioning result;
In the monitor message processing enter, by gathering position and the velocity information of all vehicles in the overlay area, in conjunction with electronic chart, the marking of cars is arrived a certain highway section of map according to the position of vehicle; By the Information Statistics of all vehicles, obtain vehicle fleet and the average velocity in each highway section in the overlay area.
CN2012104150691A 2012-10-25 2012-10-25 Vehicle positioning and traffic flow detection system and method Pending CN102930738A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2012104150691A CN102930738A (en) 2012-10-25 2012-10-25 Vehicle positioning and traffic flow detection system and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2012104150691A CN102930738A (en) 2012-10-25 2012-10-25 Vehicle positioning and traffic flow detection system and method

Publications (1)

Publication Number Publication Date
CN102930738A true CN102930738A (en) 2013-02-13

Family

ID=47645525

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2012104150691A Pending CN102930738A (en) 2012-10-25 2012-10-25 Vehicle positioning and traffic flow detection system and method

Country Status (1)

Country Link
CN (1) CN102930738A (en)

Cited By (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103198690A (en) * 2013-03-12 2013-07-10 中国联合网络通信集团有限公司 Traffic information transmitting method, vehicle-mounted information terminal, road side unit and data center
CN103377561A (en) * 2013-07-30 2013-10-30 甘永伦 System, method and device for vehicle positioning
CN104809872A (en) * 2015-04-14 2015-07-29 深圳市润安科技发展有限公司 Road monitoring system and method based on ultra-wideband wireless positioning technology
CN104809893A (en) * 2015-04-14 2015-07-29 深圳市润安科技发展有限公司 Traffic light optimizing system and method based on ultra-wideband wireless positioning technology
CN104949684A (en) * 2015-06-23 2015-09-30 西华大学 Vehicle-mounted navigation system based on vehicle access collaboration
CN105046983A (en) * 2015-08-14 2015-11-11 奇瑞汽车股份有限公司 Traffic flow prediction system and method based on vehicle-road cooperation
CN105957380A (en) * 2016-07-14 2016-09-21 天津职业技术师范大学 Road traffic incident detection and early warning method and detection and early warning system based on vehicle-road coordination
CN105974453A (en) * 2015-11-05 2016-09-28 乐卡汽车智能科技(北京)有限公司 Difference location method based on intelligent vehicular access cooperation system and intelligent vehicular access cooperation system
CN106022437A (en) * 2016-05-13 2016-10-12 深圳智英电子有限公司 Beidou-satellite-based embedded ID identification encryption card of traffic violation control board
CN106875716A (en) * 2017-04-27 2017-06-20 上海喆之信息科技有限公司 A kind of intelligent traffic monitoring system
CN107238814A (en) * 2016-03-29 2017-10-10 茹景阳 A kind of apparatus and method of vehicle location
CN107644527A (en) * 2016-07-21 2018-01-30 苏州蓝色力量信息科技有限公司 Magnitude of traffic flow detection method and system
CN108510091A (en) * 2018-03-16 2018-09-07 厦门华方软件科技有限公司 A method of the reservation right of way based on electronic license plate
CN108682151A (en) * 2018-05-30 2018-10-19 苏州广元智感智能交通技术有限公司 Mobile magnitude of traffic flow statistic device based on wireless signal scan technology and method
CN109348401A (en) * 2018-09-21 2019-02-15 交通运输部公路科学研究所 A system and method for vehicle and train driving attitude monitoring based on wireless positioning technology
CN109697877A (en) * 2019-02-18 2019-04-30 河北省交通规划设计院 Bus or train route Synergistic method and system based on the high fine positioning of Beidou
CN110164135A (en) * 2019-01-14 2019-08-23 腾讯科技(深圳)有限公司 A kind of localization method, positioning device and positioning system
CN112540344A (en) * 2019-09-20 2021-03-23 西安中兴新软件有限责任公司 Positioning method, device, system, terminal and storage medium for position of Internet of vehicles equipment
CN112585658A (en) * 2018-06-18 2021-03-30 R·A·艾勒森 Road side unit system
CN112866918A (en) * 2020-12-31 2021-05-28 北京北大千方科技有限公司 Vehicle positioning system, vehicle positioning method and vehicle-mounted unit
CN113727434A (en) * 2021-11-03 2021-11-30 深圳市城市交通规划设计研究中心股份有限公司 Vehicle-road cooperative auxiliary positioning system and method based on edge computing gateway
CN113959457A (en) * 2021-10-20 2022-01-21 中国第一汽车股份有限公司 Positioning method and device for automatic driving vehicle, vehicle and medium

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001148094A (en) * 1999-11-18 2001-05-29 Denso Corp Mobile information collection system for communication equipment for mobile object, and traffic information collection system
JP2008070974A (en) * 2006-09-12 2008-03-27 Sumitomo Electric Ind Ltd Probe information collecting vehicle-mounted device, method and program
CN101256713A (en) * 2007-03-02 2008-09-03 富士通株式会社 Driving support system and vehicle-mounted device
CN201638398U (en) * 2010-04-22 2010-11-17 上海蚕路网络科技有限公司 Automatic tracking system for high-definition tripod heads
CN101907714A (en) * 2010-06-25 2010-12-08 陶洋 GPS aided positioning system and method based on multi-sensor data fusion
CN101958052A (en) * 2010-09-25 2011-01-26 浙江工业大学 GPS (Global Position System) based traffic flow and road jamming detection system
CN102157063A (en) * 2011-05-17 2011-08-17 北京工业大学 Vehicle-mounted GPS-based ubiquitous traffic detection system and method
CN102176041A (en) * 2011-01-17 2011-09-07 浙江大学 GNSS (Global Navigation Satellite System)/SINS (Ship's Inertial Navigation System) based integrated vehicle navigation monitoring system
JP2012137833A (en) * 2010-12-24 2012-07-19 Zenrin Datacom Co Ltd Congestion information generation device, congestion information generation method, and program

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001148094A (en) * 1999-11-18 2001-05-29 Denso Corp Mobile information collection system for communication equipment for mobile object, and traffic information collection system
JP2008070974A (en) * 2006-09-12 2008-03-27 Sumitomo Electric Ind Ltd Probe information collecting vehicle-mounted device, method and program
CN101256713A (en) * 2007-03-02 2008-09-03 富士通株式会社 Driving support system and vehicle-mounted device
CN201638398U (en) * 2010-04-22 2010-11-17 上海蚕路网络科技有限公司 Automatic tracking system for high-definition tripod heads
CN101907714A (en) * 2010-06-25 2010-12-08 陶洋 GPS aided positioning system and method based on multi-sensor data fusion
CN101958052A (en) * 2010-09-25 2011-01-26 浙江工业大学 GPS (Global Position System) based traffic flow and road jamming detection system
JP2012137833A (en) * 2010-12-24 2012-07-19 Zenrin Datacom Co Ltd Congestion information generation device, congestion information generation method, and program
CN102176041A (en) * 2011-01-17 2011-09-07 浙江大学 GNSS (Global Navigation Satellite System)/SINS (Ship's Inertial Navigation System) based integrated vehicle navigation monitoring system
CN102157063A (en) * 2011-05-17 2011-08-17 北京工业大学 Vehicle-mounted GPS-based ubiquitous traffic detection system and method

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
关桂霞,等: "GPS/DR组合导航系统数据融合研究", 《计算机应用与软件》, vol. 23, no. 5, 31 May 2006 (2006-05-31) *
易大方: "提高DSRC道路信标定位精度的最大信号法及其工程实现", 《电讯技术》, no. 6, 31 December 2002 (2002-12-31) *
毕危危,等: "基于GPS和DGPS的车辆管理系统", 《北京交通大学学报》, vol. 30, no. 2, 30 April 2006 (2006-04-30) *

Cited By (34)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103198690A (en) * 2013-03-12 2013-07-10 中国联合网络通信集团有限公司 Traffic information transmitting method, vehicle-mounted information terminal, road side unit and data center
CN103198690B (en) * 2013-03-12 2016-02-17 中国联合网络通信集团有限公司 Traffic information transferring method, board information terminal, roadside unit and data center
CN103377561A (en) * 2013-07-30 2013-10-30 甘永伦 System, method and device for vehicle positioning
CN104809893A (en) * 2015-04-14 2015-07-29 深圳市润安科技发展有限公司 Traffic light optimizing system and method based on ultra-wideband wireless positioning technology
CN104809872A (en) * 2015-04-14 2015-07-29 深圳市润安科技发展有限公司 Road monitoring system and method based on ultra-wideband wireless positioning technology
CN104809893B (en) * 2015-04-14 2017-09-08 深圳市润安科技发展有限公司 Traffic lights optimization system and optimization method based on ultra-wideband wireless location technology
CN104949684A (en) * 2015-06-23 2015-09-30 西华大学 Vehicle-mounted navigation system based on vehicle access collaboration
CN105046983A (en) * 2015-08-14 2015-11-11 奇瑞汽车股份有限公司 Traffic flow prediction system and method based on vehicle-road cooperation
CN105974453A (en) * 2015-11-05 2016-09-28 乐卡汽车智能科技(北京)有限公司 Difference location method based on intelligent vehicular access cooperation system and intelligent vehicular access cooperation system
CN107238814A (en) * 2016-03-29 2017-10-10 茹景阳 A kind of apparatus and method of vehicle location
CN106022437A (en) * 2016-05-13 2016-10-12 深圳智英电子有限公司 Beidou-satellite-based embedded ID identification encryption card of traffic violation control board
CN105957380A (en) * 2016-07-14 2016-09-21 天津职业技术师范大学 Road traffic incident detection and early warning method and detection and early warning system based on vehicle-road coordination
CN107644527B (en) * 2016-07-21 2020-12-25 苏州蓝色力量信息科技有限公司 Traffic flow detection method and system
CN107644527A (en) * 2016-07-21 2018-01-30 苏州蓝色力量信息科技有限公司 Magnitude of traffic flow detection method and system
CN106875716A (en) * 2017-04-27 2017-06-20 上海喆之信息科技有限公司 A kind of intelligent traffic monitoring system
CN106875716B (en) * 2017-04-27 2020-04-21 山东高企动力信息科技有限公司 An intelligent traffic monitoring system
CN108510091A (en) * 2018-03-16 2018-09-07 厦门华方软件科技有限公司 A method of the reservation right of way based on electronic license plate
CN108682151A (en) * 2018-05-30 2018-10-19 苏州广元智感智能交通技术有限公司 Mobile magnitude of traffic flow statistic device based on wireless signal scan technology and method
CN108682151B (en) * 2018-05-30 2020-11-17 广东矩阵流大数据科技有限公司 Mobile traffic flow statistical device and method based on wireless signal scanning technology
CN112585658B (en) * 2018-06-18 2023-12-12 R·A·艾勒森 roadside unit system
CN112585658A (en) * 2018-06-18 2021-03-30 R·A·艾勒森 Road side unit system
CN109348401A (en) * 2018-09-21 2019-02-15 交通运输部公路科学研究所 A system and method for vehicle and train driving attitude monitoring based on wireless positioning technology
CN109348401B (en) * 2018-09-21 2023-11-17 交通运输部公路科学研究所 Car and train driving attitude monitoring system and method based on wireless positioning technology
CN110164135A (en) * 2019-01-14 2019-08-23 腾讯科技(深圳)有限公司 A kind of localization method, positioning device and positioning system
CN109697877A (en) * 2019-02-18 2019-04-30 河北省交通规划设计院 Bus or train route Synergistic method and system based on the high fine positioning of Beidou
CN112540344A (en) * 2019-09-20 2021-03-23 西安中兴新软件有限责任公司 Positioning method, device, system, terminal and storage medium for position of Internet of vehicles equipment
CN112540344B (en) * 2019-09-20 2024-12-03 西安中兴新软件有限责任公司 Method, device, system, terminal and storage medium for positioning vehicle networking equipment
US12372600B2 (en) 2019-09-20 2025-07-29 Xi'an Zhongxing New Software Co., Ltd. Positioning method, device, system, terminal for position of internet of vehicles apparatus and storage medium
CN112866918A (en) * 2020-12-31 2021-05-28 北京北大千方科技有限公司 Vehicle positioning system, vehicle positioning method and vehicle-mounted unit
CN112866918B (en) * 2020-12-31 2023-02-17 北京北大千方科技有限公司 Vehicle positioning system, vehicle positioning method and vehicle-mounted unit
CN113959457A (en) * 2021-10-20 2022-01-21 中国第一汽车股份有限公司 Positioning method and device for automatic driving vehicle, vehicle and medium
CN113959457B (en) * 2021-10-20 2024-03-26 中国第一汽车股份有限公司 Positioning method and device for automatic driving vehicle, vehicle and medium
CN113727434A (en) * 2021-11-03 2021-11-30 深圳市城市交通规划设计研究中心股份有限公司 Vehicle-road cooperative auxiliary positioning system and method based on edge computing gateway
CN113727434B (en) * 2021-11-03 2022-04-22 深圳市城市交通规划设计研究中心股份有限公司 Vehicle-road cooperative auxiliary positioning system and method based on edge computing gateway

Similar Documents

Publication Publication Date Title
CN102930738A (en) Vehicle positioning and traffic flow detection system and method
CN108769949B (en) Road testing method of V2X equipment
US9478138B2 (en) Method and on-board unit for warning in case of wrong-way travel
CN102542804B (en) Method for monitoring running state of vehicle, roadside beacon and intelligent traffic monitoring system
KR101615970B1 (en) System for providing traffic information of road work zone using dedicated road traffic communication-based roadside unit (rsu) and onboard unit (obu), and method for the same
CN103625507B (en) High Speed Railway Trains is followed the trail of close to method for early warning and system thereof
CN103871273A (en) Vehicle-mounted communication device, vehicle and vehicle communication method
CN106710281A (en) Vehicle positioning data acquisition method and device
CN102324182A (en) Traffic road information detection system based on cellular network and detection method thereof
CN101840634A (en) Urban real-time road condition interactive system, device and method based on internet of things
CN109307877A (en) High-precision vehicle positioning system and high-precision vehicle positioning method
CN102968909A (en) System and method for remotely and intelligently recognizing road vehicle jam
CN103453911A (en) Method, device and system for vehicle positioning
CN104090264A (en) Vehicle positioning method based on ultra wide band passive radio frequency tags
CN110809233A (en) DSRC-based vehicle positioning method and system
CN104900067A (en) Intelligent wireless vehicle detection system based on geomagnetic sensor
CN108039046A (en) A kind of city intersection pedestrian detection identifying system based on C-V2X
WO2014010407A1 (en) Traffic-information delivery system and traffic information delivery method
CN104424800A (en) Floating car traffic information acquiring method and system based on electronic toll collection radio frequency identification
CN104359484A (en) Beidou navigation vehicle-mounted terminal with ubiquitous locating function and system
CN102707303A (en) Vehicle positioning device based on radio frequency identification (RFID) and global positioning system (GPS)
US9335397B2 (en) Method for radio communication between a radio beacon and an onboard unit, and radio beacon and onboard unit therefor
CN105280008A (en) Electronic bus station board system
CN201314824Y (en) a navigation system
CN208422117U (en) A kind of early warning system of making a dash across the red light based on car networking network

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C12 Rejection of a patent application after its publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20130213