CN102314768A - Traffic information collecting method, device and system - Google Patents
Traffic information collecting method, device and system Download PDFInfo
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Abstract
Description
技术领域 technical field
本发明涉及交通信息采集技术,特别涉及一种基于浮动车数据(FCD,Floating Car Data)的交通信息采集方法、装置以及系统。The present invention relates to traffic information collection technology, in particular to a traffic information collection method, device and system based on floating car data (FCD, Floating Car Data).
背景技术 Background technique
随着我国社会和经济的飞速发展,城市交通拥堵和过饱和现象日趋严重,为改善城市交通拥堵状况,目前已开始在城市中逐步建立智能交通系统(ITS,Intelligent Transportation System),其综合了人工智能、交通工程学、计算机技术、信息采集和智能控制等技术。其中,基于浮动车数据(FCD,Floating Car Data)的交通信息采集系统是智能交通系统的关键技术之一,它能够对城市内大量的浮动车辆采集到的全球定位系统(GPS,Global Position System)数据进行分析,以获取城市实时道路交通信息。With the rapid development of our country's society and economy, the phenomenon of urban traffic congestion and oversaturation is becoming more and more serious. In order to improve the situation of urban traffic congestion, intelligent transportation systems (ITS, Intelligent Transportation System) have been gradually established in cities. Intelligence, traffic engineering, computer technology, information collection and intelligent control and other technologies. Among them, the traffic information collection system based on floating car data (FCD, Floating Car Data) is one of the key technologies of the intelligent transportation system. The data is analyzed to obtain real-time road traffic information in the city.
基于FCD的交通信息采集系统(参见“基于GPS浮动车的交通信息采集系统研究”,作者:姜桂艳、常安德、张玮,《交通信息与安全》2009年第27卷第04期)主要包括:交通信息中心、无线通信网络和大量用于采集交通数据的探测车辆(Probe Vehicle),其也称为浮动车辆,目前主要是利用城市出租车作为探测车辆。每一探测车辆都部署了具有GPS功能和无线通信功能的车载设备,此车载设备可以连续的以特定的采样率(Sampling Rate)采集交通数据,所采集的交通数据包括:经纬度坐标、时间、速度、方向等信息。各个探测车辆中的车载设备通过无线通信网络将各自采集到的实时交通数据发送给交通信息中心,由交通信息中心对这些交通数据进行集中处理,以生成道路交通流量信息。其中,车载设备发送给交通信息中心的数据可具体包括:车载设备ID号、经纬度坐标、瞬时速度、方向、回传时间、车辆运行状态等字段;交通信息中心对车载设备上传的数据进行存储、预处理,结合地图利用相应的计算模型对如速度、行程时间等交通参数进行估计和预测,从而得到整个道路网络的实时动态交通信息,如:行驶速度、行驶时间和拥堵状况等。The FCD-based traffic information collection system (see "Research on Traffic Information Collection System Based on GPS Floating Vehicle", Authors: Jiang Guiyan, Chang Ande, Zhang Wei, "Traffic Information and Safety", Volume 27, Issue 04, 2009) mainly includes: Traffic information centers, wireless communication networks and a large number of probe vehicles (Probe Vehicles) used to collect traffic data, also known as floating vehicles, currently mainly use urban taxis as probe vehicles. Each detection vehicle is equipped with a vehicle-mounted device with GPS function and wireless communication function. This vehicle-mounted device can continuously collect traffic data at a specific sampling rate (Sampling Rate). The collected traffic data includes: latitude and longitude coordinates, time, speed , direction and other information. The on-board equipment in each detection vehicle sends the collected real-time traffic data to the traffic information center through the wireless communication network, and the traffic information center processes the traffic data centrally to generate road traffic flow information. Among them, the data sent by the vehicle-mounted equipment to the traffic information center may specifically include: the ID number of the vehicle-mounted equipment, latitude and longitude coordinates, instantaneous speed, direction, return time, vehicle running status and other fields; the traffic information center stores the data uploaded by the vehicle-mounted equipment, Preprocessing, combined with maps, using corresponding calculation models to estimate and predict traffic parameters such as speed and travel time, so as to obtain real-time dynamic traffic information of the entire road network, such as: driving speed, driving time and congestion status.
然而,在一个城市(尤其是超大城市)的交通信息采集系统中,将有数量庞大的探测车辆,每一探测车辆内的车载设备都要将其在各个时间段采集到的交通数据上传给交通信息中心,这样,在交通信息中心和各个车载设备之间,通过无线通信网络传输的数据量会非常大,这需要占用大量的无线通信资源。此外,交通信息中心在接收到来自探测车辆的交通数据后,需要通过运用地图匹配、行车路线推测等复杂的计算,将这些交通数据最终处理成城市各条道路的交通路况信息以及路段的行车旅行时间等数据信息,其中,交通信息中心要通过地图匹配来获取每一探测车辆的行驶特性,然后再聚集所获取的所有探测车辆的行驶特性以估计道路的交通流量信息,这样,针对单一探测车辆的操作复杂度和计算量已经比较大,同时,探测车辆的数量还很大,因此,交通信息中心需要负担很高的操作成本和计算量才能维持一个基本合格的交通流量信息估计。However, in the traffic information collection system of a city (especially a super-large city), there will be a large number of detection vehicles, and the vehicle-mounted equipment in each detection vehicle must upload the traffic data collected in each time period to the traffic network. In this way, the amount of data transmitted through the wireless communication network between the traffic information center and each vehicle-mounted device will be very large, which requires a large amount of wireless communication resources. In addition, after the traffic information center receives the traffic data from the detection vehicles, it needs to use complex calculations such as map matching and driving route estimation to finally process these traffic data into traffic condition information of various roads in the city and driving trips on road sections. Time and other data information, in which, the traffic information center needs to obtain the driving characteristics of each detected vehicle through map matching, and then gather the obtained driving characteristics of all detected vehicles to estimate the traffic flow information of the road. In this way, for a single detected vehicle The operation complexity and calculation amount of the system are relatively large, and at the same time, the number of detected vehicles is still large. Therefore, the traffic information center needs to bear a high operation cost and calculation amount to maintain a basically qualified traffic flow information estimate.
发明内容 Contents of the invention
为解决上述技术问题,本发明实施例提出了一种交通信息采集方法、装置及系统,以减少无线通信资源的占用、降低系统操作成本及计算量。In order to solve the above technical problems, the embodiments of the present invention propose a method, device and system for collecting traffic information, so as to reduce the occupation of wireless communication resources, and reduce system operating costs and calculations.
本发明实施例提供了一种交通信息采集方法,该方法应用于一种交通信息采集系统,所述交通信息采集系统包括:交通信息中心、无线通信网络和多个带有车载设备的探测车辆,所述方法包括:所述车载设备按采样率采集交通数据,并通过所述无线通信网络传送所述交通数据给所述交通信息中心;所述方法进一步包括:所述车载设备根据所述探测车辆所在交通区域和/或所处时间段的变化来更新所述采样率。An embodiment of the present invention provides a traffic information collection method, which is applied to a traffic information collection system. The traffic information collection system includes: a traffic information center, a wireless communication network, and a plurality of detection vehicles with on-board equipment. The method includes: the on-board device collects traffic data at a sampling rate, and transmits the traffic data to the traffic information center through the wireless communication network; the method further includes: the on-board device collects traffic data according to the detection vehicle The sampling rate is updated according to the change of the traffic area and/or the time period.
本发明实施例还提供了一种交通信息采集装置,该装置应用于一种交通信息采集系统,所述交通信息采集系统包括:交通信息中心、无线通信网络和多个探测车辆,所述装置位于所述探测车辆中;所述装置包括:全球定位系统GPS模块、无线通信模块和采样率更新模块,其中:所述GPS模块,用于按采样率采集交通数据;所述无线通信模块,用于通过所述无线通信网络将所述GPS模块采集到的交通数据传送给所述交通信息中心;及,所述采样率更新模块,用于根据所述探测车辆所在交通区域和/或所处时间段的变化确定所述GPS模块应采用的采样率,并更新所述GPS模块的采样率。The embodiment of the present invention also provides a traffic information collection device, which is applied to a traffic information collection system. The traffic information collection system includes: a traffic information center, a wireless communication network, and multiple detection vehicles. The device is located at In the detection vehicle; the device includes: a global positioning system GPS module, a wireless communication module and a sampling rate update module, wherein: the GPS module is used to collect traffic data at a sampling rate; the wireless communication module is used to Transmit the traffic data collected by the GPS module to the traffic information center through the wireless communication network; and, the sampling rate updating module is used to transmit the traffic data collected by the GPS module according to the traffic area and/or the time period where the detection vehicle is located The change of determines the sampling rate that the GPS module should adopt, and updates the sampling rate of the GPS module.
本发明实施例进一步提供了一种交通信息采集系统,其包括:交通信息中心、无线通信网络、多个带有上述交通信息采集装置的探测车辆。An embodiment of the present invention further provides a traffic information collection system, which includes: a traffic information center, a wireless communication network, and a plurality of detection vehicles equipped with the above-mentioned traffic information collection device.
采用本发明实施例提供的方法、装置及系统能够显著减少需要采集和传输的交通数据量,进而,显著降低无线通信网络的通信成本,同时也将显著降低交通信息中心的操作成本和计算负荷。Using the method, device and system provided by the embodiments of the present invention can significantly reduce the amount of traffic data that needs to be collected and transmitted, thereby significantly reducing the communication cost of the wireless communication network, and will also significantly reduce the operating cost and calculation load of the traffic information center.
附图说明 Description of drawings
下面将通过参照附图详细描述本发明的示例性实施例,使本领域的普通技术人员更清楚本发明的上述及其它特征和优点,附图中:Exemplary embodiments of the present invention will be described in detail below with reference to the accompanying drawings, so that those of ordinary skill in the art will be more aware of the above-mentioned and other features and advantages of the present invention. In the accompanying drawings:
图1为依据本发明实施例的交通信息采集方法流程图;FIG. 1 is a flowchart of a method for collecting traffic information according to an embodiment of the present invention;
图2为依据本发明实施例的交通信息采集装置示意图;及,FIG. 2 is a schematic diagram of a traffic information collection device according to an embodiment of the present invention; and,
图3为依据本发明实施例的交通信息采集系统示意图。Fig. 3 is a schematic diagram of a traffic information collection system according to an embodiment of the present invention.
具体实施方式 Detailed ways
以下结合附图及实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用于解释本发明,并不用于限定本发明。The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
本发明实施例提出了一种交通信息采集方法,其应用于交通信息采集系统,此交通信息采集系统包括:交通信息中心、无线通信网络和多个带有车载设备的探测车辆,其中,车载设备以可变的采样率来采集交通数据,其能根据所在交通区域和/或所处时间段的变化来更新采样率。The embodiment of the present invention proposes a traffic information collection method, which is applied to a traffic information collection system. The traffic information collection system includes: a traffic information center, a wireless communication network, and a plurality of detection vehicles with vehicle-mounted equipment, wherein the vehicle-mounted equipment Traffic data is collected at a variable sampling rate, which can be updated according to changes in the traffic area and/or time period.
在本发明一实施例中,车载设备根据所在交通区域的变化来更新采样率。此时,要预先将交通信息采集系统覆盖的区域划分为多个交通区域;当探测车辆在跨越多个交通区域的范围内行驶时,探测车辆内的车载设备对所在的交通区域进行检测;当检测到进入新的交通区域时,车载设备可根据预设的规则确定新的采样率,然后以此新的采样率进行交通数据采集。In an embodiment of the present invention, the on-vehicle device updates the sampling rate according to the change of the traffic area where it is located. At this time, the area covered by the traffic information collection system should be divided into multiple traffic areas in advance; when the detection vehicle is driving across multiple traffic areas, the on-board equipment in the detection vehicle will detect the traffic area where it is located; When a new traffic area is detected, the vehicle-mounted device can determine a new sampling rate according to preset rules, and then collect traffic data at this new sampling rate.
具体的,所预设的规则可以为多个交通区域与多个采样率的映射关系,车载设备在检测到进入新的交通区域时,可根据此映射关系确定此新的交通区域对应的采样率;可选的,所预设的规则还可以为用于计算采样率的算法,并且针对不同交通区域的用于计算采样率的算法可以相同或不同,这样,车载设备在检测到进入新的交通区域时,可根据针对此新的交通区域的算法来计算得到采样率。这里,用于计算采样率的算法可与车载设备检测到的交通区域、探测车辆的行驶速度/方向等有关,关于此种算法的具体设定方法并非本发明设计的内容,这里不做进一步详述。Specifically, the preset rule can be a mapping relationship between multiple traffic areas and multiple sampling rates. When the vehicle-mounted device detects entering a new traffic area, it can determine the sampling rate corresponding to the new traffic area according to the mapping relationship. ; Optionally, the preset rule can also be an algorithm for calculating the sampling rate, and the algorithms for calculating the sampling rate for different traffic areas can be the same or different, so that when the vehicle-mounted device detects that a new traffic area, the sampling rate can be calculated according to the algorithm for this new traffic area. Here, the algorithm used to calculate the sampling rate may be related to the traffic area detected by the on-board equipment, the driving speed/direction of the detected vehicle, etc. The specific setting method of this algorithm is not the content of the present invention, and will not be further detailed here. stated.
采用上述实施例,就可以使车载设备在不同的交通区域采用不同的采样率,比如:在道路网络复杂的交通区域采用较高的采样率而在道路网络相对简单的交通区域采用较低的采样率,进而显著减少冗余的交通数据,并显著降低无线通信网络的通信成本及交通信息中心的操作成本和计算负荷。By adopting the above-mentioned embodiment, it is possible to make the on-board equipment adopt different sampling rates in different traffic areas, for example: a higher sampling rate is used in a traffic area with a complex road network and a lower sampling rate is used in a traffic area with a relatively simple road network. The rate can significantly reduce redundant traffic data, and significantly reduce the communication cost of the wireless communication network and the operating cost and calculation load of the traffic information center.
在本发明一实施例中,车载设备根据所处时间段的变化来更新采样率。此时,要预先划分与交通流量相关的多个时间段,比如划分三个时间段:低流量时段22:00-7:00、高流量时段7:00-9:00&17:00-19:00、正常流量时段9:00-17:00&19:00-22:00;当检测到处于新的时间段时(比如:从低流量时段进入到高流量时段),车载设备可根据预设的规则确定新的采样率,然后以此新的采样率进行交通数据采集。In an embodiment of the present invention, the on-vehicle device updates the sampling rate according to the change of the time period. At this time, it is necessary to pre-divide multiple time periods related to traffic flow, such as three time periods: low-traffic period 22:00-7:00, high-traffic period 7:00-9:00&17:00-19:00 , Normal traffic period 9:00-17:00&19:00-22:00; when it is detected that it is in a new time period (for example: from a low-traffic period to a high-traffic period), the on-board equipment can determine according to the preset rules A new sampling rate, and then collect traffic data at this new sampling rate.
具体的,所预设的规则可以为多个时间段与多个采样率的映射关系,车载设备在检测到处于新的时间段时,可根据此映射关系确定此新的时间段对应的采样率;可选的,所预设的规则可以为用于计算采样率的算法,并且针对不同时间段的用于计算采样率的算法可以相同或不同,这样,车载设备在检测到处于新的时间段时,可根据针对此新的时间段的算法来计算得到采样率。这里,用于计算采样率的算法可与车载设备检测到的时间段、探测车辆的行驶速度/方向等有关,关于此种算法的具体设定方法并非本发明设计的内容,这里不做进一步详述。Specifically, the preset rule can be a mapping relationship between multiple time periods and multiple sampling rates. When the on-board device detects that it is in a new time period, it can determine the sampling rate corresponding to the new time period according to the mapping relationship. ; Optionally, the preset rule can be an algorithm for calculating the sampling rate, and the algorithms for calculating the sampling rate for different time periods can be the same or different, so that the on-board device detects that it is in a new time period When , the sampling rate can be calculated according to the algorithm for this new time period. Here, the algorithm used to calculate the sampling rate may be related to the time period detected by the on-board equipment, the driving speed/direction of the detected vehicle, etc. The specific setting method of this algorithm is not the content of the design of the present invention, and will not be further detailed here. stated.
采用上述实施例,就可以使车载设备在不同的时间段采用不同的采样率,比如:在高流量的交通高峰时段采用较高的采样率而在流量相对较低的时段采用较低的采样率,进而显著减少冗余的交通数据,并显著降低无线通信网络的通信成本及交通信息中心的操作成本和计算负荷。By adopting the above-mentioned embodiment, it is possible for the on-board equipment to adopt different sampling rates in different time periods, for example: a higher sampling rate is used in high traffic peak hours and a lower sampling rate is used in relatively low traffic periods , thereby significantly reducing redundant traffic data, and significantly reducing the communication cost of the wireless communication network and the operating cost and computing load of the traffic information center.
在本发明一实施例中,车载设备根据所在交通区域和所处时间段的变化来更新采样率。此时,要预先将交通信息采集系统覆盖的区域划分为多个交通区域,并划分与交通流量相关的多个时间段;车载设备对所在的交通区域及其所处时间段进行检测,当检测到进入新的交通区域时,车载设备可根据预设的规则确定在此新的交通区域内车载设备在当前所处时间段应采用的新的采样率,或者,当检测到处于新的时间段时,车载设备可根据预设的规则确定在此新的时间段内车载设备在当前所在交通区域应采用的采样率。In an embodiment of the present invention, the on-vehicle device updates the sampling rate according to changes in the traffic area and the time period. At this time, the area covered by the traffic information collection system should be divided into multiple traffic areas in advance, and multiple time periods related to traffic flow should be divided; the vehicle-mounted equipment detects the traffic area and its time period. When entering a new traffic area, the vehicle-mounted device can determine the new sampling rate that the vehicle-mounted device should adopt in the current time period in the new traffic area according to preset rules, or, when it detects that it is in a new time period , the vehicle-mounted device may determine the sampling rate that the vehicle-mounted device should adopt in the current traffic area within the new time period according to preset rules.
具体的,所预设的规则可以为多个交通区域、多个时间段与多个采样率之间的映射关系,车载设备在检测到进入新的交通区域时,可根据此映射关系确定此新的交通区域对应的各个时间段的采样率,进而确定针对此新的交通区域的当前所处时间段所对应的采样率;可选的,所预设的规则可以为用于计算采样率的算法,并且针对不同交通区域的用于计算采样率的算法可以相同或不同,这样,车载设备在检测到进入新的交通区域时,可根据针对此新的交通区域的算法来计算得到在新的交通区域内车载设备在当前所处时间段应采用的采样率。这里,用于计算采样率的算法可与车载设备检测到的交通区域、当前所处时间段、探测车辆的行驶速度/方向等有关,关于此种算法的具体设定方法并非本发明设计的内容,这里不做进一步详述。Specifically, the preset rule can be a mapping relationship between multiple traffic areas, multiple time periods, and multiple sampling rates. When the vehicle-mounted device detects entering a new traffic area, it can determine the new The sampling rate of each time period corresponding to the traffic area, and then determine the sampling rate corresponding to the current time period of the new traffic area; optionally, the preset rule can be an algorithm for calculating the sampling rate , and the algorithms used to calculate the sampling rate for different traffic areas can be the same or different, so that when the on-board device detects entering a new traffic area, it can be calculated according to the algorithm for this new traffic area to obtain the new traffic The sampling rate that the on-board devices in the area should adopt in the current time period. Here, the algorithm used to calculate the sampling rate may be related to the traffic area detected by the on-board equipment, the current time period, the driving speed/direction of the detected vehicle, etc. The specific setting method of this algorithm is not the content of the design of the present invention , without further details here.
采用上述实施例,不仅考虑到交通区域对采样率的影响,而且还考虑到与交通流量相关时间段对采样率的影响,比如:在道路网络复杂的交通区域采用平均较高的采样率而在道路网络相对简单的交通区域采用平均较低的采样率,进一步的在同一交通区域内的不同时段也可采用不同的采样率,进而使车载设备的采样率更加符合实际需求,能够进一步减少冗余的交通数据,并进一步降低无线通信网络的通信成本及交通信息中心的操作成本和计算负荷,进一步提高基于FCD的交通信息采集系统的性能。Adopt above-mentioned embodiment, not only take into account the impact of traffic area on sampling rate, but also consider the impact on sampling rate of time period related to traffic flow, such as: use average higher sampling rate in traffic area with complex road network and in Traffic areas with relatively simple road networks use an average lower sampling rate, and further, different sampling rates can be used at different times in the same traffic area, so that the sampling rate of on-board equipment is more in line with actual needs and can further reduce redundancy traffic data, further reduce the communication cost of the wireless communication network and the operating cost and calculation load of the traffic information center, and further improve the performance of the FCD-based traffic information collection system.
在上述本发明实施例中,车载设备检测所在交通区域的具体方法可以为:In the above-mentioned embodiments of the present invention, the specific method for detecting the traffic area where the vehicle-mounted device is located may be as follows:
1、预先基于经纬度将交通信息采集系统覆盖的区域划分为多个交通区域,即:每一交通区域可由一系列经纬度门限来划定;车载设备可根据当前采集到的经纬度坐标确定当前所在的交通区域。1. Divide the area covered by the traffic information collection system into multiple traffic areas based on latitude and longitude in advance, that is, each traffic area can be defined by a series of latitude and longitude thresholds; the on-board equipment can determine the current traffic location according to the latitude and longitude coordinates currently collected. area.
2、预先基于无线通信网络覆盖的小区来将交通信息采集系统覆盖的区域划分为多个交通区域,使一个交通区域包括一个或多个小区,并建立交通区域与小区之间的映射关系,在此映射关系中,根据一个小区能够确定唯一的交通区域;车载设备可根据预先设定的从小区到交通区域的映射关系以及车载设备当前接收到的小区ID确定当前所在的交通区域。这里,所述从小区到交通区域的映射关系可以实现为从小区ID到交通区域ID的映射表;由于车载设备本身具备无线通信功能,其在进入一个小区时能够收到无线通信网络下发的小区ID,本发明就是利用无线通信网络下发给车载设备的小区ID这一信息来使车载设备快速确定当前所在的交通区域。2. Divide the area covered by the traffic information collection system into multiple traffic areas based on the cells covered by the wireless communication network in advance, so that a traffic area includes one or more cells, and establish a mapping relationship between traffic areas and cells. In this mapping relationship, the only traffic area can be determined according to a cell; the vehicle-mounted device can determine the current traffic area according to the preset mapping relationship from the cell to the traffic area and the cell ID currently received by the vehicle-mounted device. Here, the mapping relationship from the cell to the traffic area can be implemented as a mapping table from the cell ID to the traffic area ID; since the vehicle-mounted device itself has a wireless communication function, it can receive a message issued by the wireless communication network when entering a cell. Cell ID, the present invention uses the information of the cell ID sent to the vehicle-mounted device by the wireless communication network to enable the vehicle-mounted device to quickly determine the current traffic area.
在上述本发明实施例中,用于确定采样率的规则可以在车载设备初始化时由交通信息中心通过无线通信网络下发给车载设备,也可以为车载设备的出厂设置,进一步的,此规则还可在车载设备运行过程中由交通信息中心通过无线通信网络(如广播信道等)动态更新。In the above-mentioned embodiments of the present invention, the rules for determining the sampling rate may be sent to the vehicle-mounted equipment by the traffic information center through the wireless communication network when the vehicle-mounted equipment is initialized, or it may be the factory setting of the vehicle-mounted equipment. Further, this rule also It can be dynamically updated by the traffic information center through a wireless communication network (such as a broadcast channel, etc.) during the operation of the vehicle-mounted equipment.
图1为依据本发明实施例的交通信息采集方法流程图。在此实施例中,交通信息采集系统所覆盖的区域基于无线通信网络覆盖的小区而被划分为多个交通区域,其中,每一交通区域包括一个或多个小区。如图1所示,本流程包括如下步骤:Fig. 1 is a flow chart of a method for collecting traffic information according to an embodiment of the present invention. In this embodiment, the area covered by the traffic information collection system is divided into multiple traffic areas based on the cells covered by the wireless communication network, wherein each traffic area includes one or more cells. As shown in Figure 1, this process includes the following steps:
步骤101:探测车辆中的车载设备检测是否进入到新的交通区域,并以某一采样率采集交通数据。Step 101: The on-board equipment in the detection vehicle detects whether a new traffic area is entered, and collects traffic data at a certain sampling rate.
步骤102:当检测到进入新的交通区域时,车载设备确定新的交通区域对应的采样率。Step 102: When detecting entering a new traffic area, the vehicle-mounted device determines a sampling rate corresponding to the new traffic area.
具体的,此车载设备中预先配置有从小区ID到交通区域ID的映射表,利用此映射表,车载设备根据其从无线通信网络接收到的小区ID能够确定其当前所在交通区域的ID,当车载设备发现所确定的交通区域ID发生变化时即可确定进入到新的交通区域。Specifically, the vehicle-mounted device is pre-configured with a mapping table from cell ID to traffic area ID. Using this mapping table, the vehicle-mounted device can determine the ID of the traffic area it is currently in according to the cell ID it receives from the wireless communication network. When the on-vehicle device finds that the determined traffic area ID changes, it can determine to enter a new traffic area.
具体的,上述映射表可进一步包括从交通区域ID到采样率的映射,这样,当检测到进入新的交通区域时,利用此映射表,可根据新的交通区域的ID映射得到采样率;可选的,上述映射表还可进一步包括从交通区域ID到用于计算采样率的算法的映射,这样,当检测到进入新的交通区域时,利用此映射表,可根据新的交通区域的ID映射得到一算法,根据此算法可计算得到采样率。Specifically, the above mapping table may further include a mapping from the traffic area ID to the sampling rate, so that when a new traffic area is detected, the sampling rate can be obtained according to the ID mapping of the new traffic area by using this mapping table; Optionally, the above-mentioned mapping table may further include a mapping from the traffic area ID to an algorithm for calculating the sampling rate, so that when a new traffic area is detected, the mapping table can be used according to the ID of the new traffic area The mapping results in an algorithm according to which the sampling rate can be calculated.
具体的,前述从交通区域ID到采样率的映射还可以与时间段相关,此时,上述映射表中包括从交通区域ID到各个时间段以及各个采样率之间的映射,车载设备在检测到进入新的交通区域时,可根据交通区域ID确定此新的交通区域对应的各个时间段的采样率,进而确定在此新的交通区域内车载设备在当前所处时间段应采用的采样率;前述用于计算采样率的算法也可与时间段相关,这样,车载设备在检测到进入新的交通区域时,可根据交通区域ID映射得到与时间段相关的算法,然后利用此算法来计算得到在新的交通区域内车载设备在当前所处时间段应采用的采样率。Specifically, the aforementioned mapping from the traffic area ID to the sampling rate may also be related to the time period. At this time, the above mapping table includes the mapping from the traffic area ID to each time period and each sampling rate. When entering a new traffic area, the sampling rate of each time period corresponding to the new traffic area can be determined according to the traffic area ID, and then the sampling rate that the on-board equipment in the new traffic area should adopt in the current time period is determined; The aforementioned algorithm for calculating the sampling rate can also be related to the time period, so that when the vehicle-mounted device detects entering a new traffic area, it can obtain an algorithm related to the time period according to the traffic area ID mapping, and then use this algorithm to calculate The sampling rate that the on-board device should adopt in the current time period in the new traffic area.
步骤103:以步骤102确定的采样率采集交通数据。Step 103: collect traffic data at the sampling rate determined in
本发明实施例还提供了一种交通信息采集装置,其应用于交通信息采集系统,此交通信息采集系统包括:交通信息中心、无线通信网络和多个探测车辆,此装置位于探测车辆中,用于按采样率采集交通数据,通过无线通信网络将采集到的交通数据发送给交通信息中心,并可根据所在交通区域和/或所处时间段的变化来更新采样率。此装置可具体实现为探测车辆中的车载设备或者集成在车载设备中。此装置可包括:GPS模块、无线通信模块和采样率更新模块,其中:The embodiment of the present invention also provides a traffic information collection device, which is applied to a traffic information collection system. The traffic information collection system includes: a traffic information center, a wireless communication network, and a plurality of detection vehicles. The traffic data is collected according to the sampling rate, and the collected traffic data is sent to the traffic information center through the wireless communication network, and the sampling rate can be updated according to the change of the traffic area and/or the time period. This device can be embodied as an on-board device in the detection vehicle or integrated in the on-board device. This device may include: a GPS module, a wireless communication module and a sampling rate update module, wherein:
GPS模块,用于以一定的采样率采集交通数据。The GPS module is used to collect traffic data at a certain sampling rate.
无线通信模块,用于通过无线通信网络将GPS模块采集到的交通数据发送给交通信息中心。The wireless communication module is used to send the traffic data collected by the GPS module to the traffic information center through the wireless communication network.
采样率更新模块,用于根据所在交通区域和/或所处时间段的变化确定GPS模块应采用的采样率,并更新GPS模块的采样率。The sampling rate update module is used to determine the sampling rate that the GPS module should adopt according to the change of the traffic area and/or the time period, and update the sampling rate of the GPS module.
在本发明一实施例中,采样率更新模块根据所在交通区域的变化来更新采样率。此时,要预先将交通信息采集系统覆盖的区域划分为多个交通区域;当探测车辆在跨越多个交通区域的范围内行驶时,采样率更新模块对所在的交通区域进行检测;当检测到进入新的交通区域时,采样率更新模块可根据预设的规则确定GPS模块应采用的新的采样率。In an embodiment of the present invention, the sampling rate updating module updates the sampling rate according to the change of the traffic area where it is located. At this time, the area covered by the traffic information collection system should be divided into multiple traffic areas in advance; when the detection vehicle is driving across multiple traffic areas, the sampling rate update module detects the traffic area where it is located; When entering a new traffic area, the sampling rate update module can determine a new sampling rate that the GPS module should adopt according to preset rules.
具体的,所预设的规则可以为多个交通区域与多个采样率的映射关系,采样率更新模块在检测到进入新的交通区域时,可根据此映射关系确定此新的交通区域对应的采样率;可选的,所预设的规则还可以为用于计算采样率的算法,并且针对不同交通区域的用于计算采样率的算法可以相同或不同,这样,采样率更新模块在检测到进入新的交通区域时,可根据针对此新的交通区域的算法来计算得到采样率。Specifically, the preset rule can be a mapping relationship between multiple traffic areas and multiple sampling rates. When the sampling rate update module detects entering a new traffic area, it can determine the corresponding traffic area of the new traffic area according to the mapping relationship. Sampling rate; Optionally, the preset rule can also be an algorithm for calculating the sampling rate, and the algorithms for calculating the sampling rate for different traffic areas can be the same or different, so that the sampling rate update module detects When entering a new traffic area, the sampling rate can be calculated according to the algorithm for this new traffic area.
在本发明一实施例中,采样率更新模块根据所处时间段的变化来更新采样率。此时,要预先划分与交通流量相关的多个时间段;当检测到处于新的时间段时,采样率更新模块可根据预设的规则确定GPS模块应采用的新的采样率。In an embodiment of the present invention, the sampling rate updating module updates the sampling rate according to the change of the time period. At this time, multiple time periods related to traffic flow should be pre-divided; when a new time period is detected, the sampling rate updating module can determine a new sampling rate that the GPS module should adopt according to preset rules.
具体的,所预设的规则可以为多个时间段与多个采样率的映射关系,采样率更新模块在检测到处于新的时间段时,可根据此映射关系确定此新的时间段对应的采样率;可选的,所预设的规则可以为用于计算采样率的算法,并且针对不同时间段的用于计算采样率的算法可以相同或不同,这样,采样率更新模块在检测到处于新的时间段时,可根据针对此新的时间段的算法来计算得到采样率。Specifically, the preset rule can be a mapping relationship between multiple time periods and multiple sampling rates. When the sampling rate update module detects that it is in a new time period, it can determine the corresponding time period of the new time period according to the mapping relationship. Sampling rate; optionally, the preset rule can be an algorithm for calculating the sampling rate, and the algorithms for calculating the sampling rate for different time periods can be the same or different, so that when the sampling rate update module detects that it is in When a new time period is specified, the sampling rate can be calculated according to an algorithm for the new time period.
在本发明一实施例中,采样率更新模块根据所在交通区域和所处时间段的变化来更新采样率。此时,要预先将交通信息采集系统覆盖的区域划分为多个交通区域,并划分与交通流量相关的多个时间段;采样率更新模块对所在的交通区域及其所处时间段进行检测,当检测到进入新的交通区域时,采样率更新模块可根据预设的规则确定在新的交通区域内GPS模块在当前所处时间段应采用的新的采样率,或者,当检测到处于新的时间段时,采样率更新模块可根据预设的规则确定在此新的时间段内GPS模块在当前所在交通区域应采用的采样率。In an embodiment of the present invention, the sampling rate update module updates the sampling rate according to changes in the traffic area and the time period. At this time, the area covered by the traffic information collection system should be divided into multiple traffic areas in advance, and multiple time periods related to traffic flow should be divided; the sampling rate update module detects the traffic area and its time period, When it is detected that a new traffic area is entered, the sampling rate update module can determine the new sampling rate that the GPS module should adopt in the current time period in the new traffic area according to preset rules, or when it is detected that it is in a new traffic area. During the time period, the sampling rate update module can determine the sampling rate that the GPS module should adopt in the current traffic area within the new time period according to preset rules.
具体的,所预设的规则可以为多个交通区域、多个时间段与多个采样率之间的映射关系,车载设备在检测到进入新的交通区域时,可根据此映射关系确定此新的交通区域对应的各个时间段的采样率,进而确定针对此新的交通区域的当前所处时间段所对应的采样率;可选的,所预设的规则可以为用于计算采样率的算法,并且针对不同交通区域的用于计算采样率的算法可以相同或不同,这样,采样率更新模块在检测到进入新的交通区域时,可根据针对此新的交通区域的算法来计算得到在新的交通区域内GPS模块在当前所处时间段应采用的采样率。Specifically, the preset rule can be a mapping relationship between multiple traffic areas, multiple time periods, and multiple sampling rates. When the vehicle-mounted device detects entering a new traffic area, it can determine the new The sampling rate of each time period corresponding to the traffic area, and then determine the sampling rate corresponding to the current time period of the new traffic area; optionally, the preset rule can be an algorithm for calculating the sampling rate , and the algorithms used to calculate the sampling rate for different traffic areas can be the same or different, so that when the sampling rate update module detects entering a new traffic area, it can be calculated according to the algorithm for this new traffic area. The sampling rate that the GPS module should adopt in the current time period in the traffic area.
在上述本发明实施例中,采样率更新模块检测所在交通区域的具体方法可以为:In the above-mentioned embodiment of the present invention, the specific method for detecting the traffic area where the sampling rate update module is located may be:
1、预先基于经纬度将交通信息采集系统覆盖的区域划分为多个交通区域,即:每一交通区域可由一系列经纬度门限来划定;采样率更新模块可根据GPS模块当前采集到的经纬度坐标确定当前所在的交通区域。1. Divide the area covered by the traffic information collection system into multiple traffic areas based on latitude and longitude in advance, that is, each traffic area can be defined by a series of latitude and longitude thresholds; the sampling rate update module can be determined according to the latitude and longitude coordinates currently collected by the GPS module Current traffic zone.
2、预先基于无线通信网络覆盖的小区来将交通信息采集系统覆盖的区域划分为多个交通区域,使一个交通区域包括一个或多个小区,并建立多个交通区域与多个小区之间的映射关系,这样,在此映射关系中,根据一个小区能够确定唯一的交通区域;采样率更新模块可根据预先设定的从小区到交通区域的映射关系以及无线通信模块当前接收到的小区ID确定当前所在的交通区域。这里,所述从小区到交通区域的映射关系可以实现为从小区ID到交通区域ID的映射表;由于交通信息采集装置本身具备无线通信模块,其在进入一个小区时能够收到无线通信网络下发的小区ID,本发明就是利用无线通信网络下发给无线通信模块的小区ID这一信息来使采样率更新模块快速确定当前所在的交通区域。2. Divide the area covered by the traffic information collection system into multiple traffic areas based on the cells covered by the wireless communication network in advance, so that one traffic area includes one or more cells, and establish links between multiple traffic areas and multiple cells Mapping relationship, like this, in this mapping relationship, can determine unique traffic zone according to a cell; The sampling rate update module can determine according to the mapping relationship from cell to traffic zone preset and the cell ID currently received by the wireless communication module Current traffic zone. Here, the mapping relationship from the cell to the traffic area can be implemented as a mapping table from the cell ID to the traffic area ID; since the traffic information collection device itself has a wireless communication module, it can receive information from the wireless communication network when entering a cell. The cell ID sent, the present invention uses the information of the cell ID sent to the wireless communication module by the wireless communication network to make the sampling rate update module quickly determine the current traffic area.
在上述本发明实施例中,用于确定采样率的规则可以在交通信息采集装置初始化时由交通信息中心通过无线通信网络下发给无线通信模块,由无线通信模块将此规则发送给采样率更新模块,此规则也可以为交通信息采集装置的出厂设置;进一步的,此规则还可在交通信息采集装置运行过程中由交通信息中心通过无线通信网络的广播信道等动态更新,其中,由交通信息中心通过无线通信网络将更新的规则下发给无线通信模块,由无线通信模块将此更新的规则发送给采样率更新模块。In the above-mentioned embodiments of the present invention, the rules for determining the sampling rate may be sent to the wireless communication module by the traffic information center through the wireless communication network when the traffic information collection device is initialized, and the wireless communication module sends the rules to the sampling rate updating Module, this rule can also be the factory setting of the traffic information collection device; further, this rule can also be dynamically updated by the traffic information center through the broadcast channel of the wireless communication network during the operation of the traffic information collection device, wherein the traffic information The center sends the updated rules to the wireless communication module through the wireless communication network, and the wireless communication module sends the updated rules to the sampling rate updating module.
图2为依据本发明实施例的交通信息采集装置示意图。在此实施例中,交通信息采集系统所覆盖的区域基于无线通信网络覆盖的多个小区而被划分为多个交通区域,其中,每一交通区域包括一个或多个小区。如图2所示,此交通信息采集装置包括:GPS模块201、无线通信模块202和采样率更新模块203,其中:Fig. 2 is a schematic diagram of a traffic information collection device according to an embodiment of the present invention. In this embodiment, the area covered by the traffic information collection system is divided into multiple traffic areas based on the multiple cells covered by the wireless communication network, wherein each traffic area includes one or more cells. As shown in Figure 2, this traffic information collecting device comprises:
GPS模块201以某一采样率采集交通数据。The
无线通信模块202将GPS模块201采集到的交通数据通过无线通信网络发送至交通信息中心。The
采样率更新模块203检测是否进入到新的交通区域,在检测到进入新的交通区域时,确定新的交通区域对应的采样率,并将GPS模块201的采样率更新为当前所确定的采样率。Sampling
具体的,采样率更新模块203中预先配置有从小区ID到交通区域ID的映射表,利用此映射表,采样率更新模块203根据无线通信模块202从无线通信网络接收到的小区ID能够确定当前所在交通区域的ID,当采样率更新模块203发现所确定的交通区域ID发生变化时即可确定进入到新的交通区域。Specifically, the sampling
具体的,上述映射表可进一步包括从交通区域ID到采样率的映射,这样,当检测到进入新的交通区域时,利用此映射表,可根据新的交通区域的ID映射得到采样率;可选的,上述映射表还可进一步包括从交通区域ID到用于计算采样率的算法的映射,这样,当采样率更新模块203检测到进入新的交通区域时,利用此映射表,可根据新的交通区域的ID映射得到一算法,再根据此算法计算得到GPS模块201在新的交通区域内应采用的采样率。Specifically, the above mapping table may further include a mapping from the traffic area ID to the sampling rate, so that when a new traffic area is detected, the sampling rate can be obtained according to the ID mapping of the new traffic area by using this mapping table; Optionally, the above-mentioned mapping table may further include a mapping from traffic area ID to an algorithm for calculating the sampling rate, so that when the sampling
可选的,前述从交通区域ID到采样率的映射还可以与时间段有关,此时,上述映射表中包括从交通区域ID到各个时间段以及各个采样率之间的映射,采样率更新模块203在检测到进入新的交通区域时,可根据交通区域ID确定此新的交通区域对应的各个时间段的采样率,进而确定在此新的交通区域内GPS模块201在当前所处时间段应采用的采样率;可选的,前述用于计算采样率的算法也可与时间段相关,这样,采样率更新模块203在检测到进入新的交通区域时,可根据交通区域ID映射得到一与时间段相关的算法,然后利用此算法来计算得到在新的交通区域内GPS模块201在当前所处时间段应采用的采样率。Optionally, the aforementioned mapping from the traffic area ID to the sampling rate can also be related to the time period. At this time, the above-mentioned mapping table includes the mapping from the traffic area ID to each time period and each sampling rate, and the sampling
上述本发明实施例所提供的装置可以实现为硬件装置,也可以为一种以软件方式实现的虚拟装置。The device provided by the above embodiments of the present invention may be implemented as a hardware device, or may be a virtual device implemented in software.
本发明实施例还提供了一种交通信息采集系统,其包括:交通信息中心、无线通信网络、多个部署有车载设备的探测车辆;其中,每一探测车辆内的车载设备按一定的采样率采集交通数据,通过无线通信网络将采集到的交通数据发送给交通信息中心,并根据所在交通区域和/或所处时间段的变化来更新采样率。The embodiment of the present invention also provides a traffic information collection system, which includes: a traffic information center, a wireless communication network, and a plurality of detection vehicles equipped with on-board equipment; Collect traffic data, send the collected traffic data to the traffic information center through the wireless communication network, and update the sampling rate according to the change of the traffic area and/or the time period.
具体的,上述系统中的车载设备可按前述本发明实施例所提供的方法来更新采样率。Specifically, the on-vehicle device in the above system can update the sampling rate according to the method provided in the foregoing embodiments of the present invention.
可选的,上述系统中的车载设备可以为前述本发明实施例所提供的装置或者内置有该装置。Optionally, the on-vehicle device in the above system may be the device provided by the foregoing embodiments of the present invention or be built with the device.
可选的,上述系统中的交通信息中心可以在车载设备初始化时通过无线通信网络下发用于确定采样率的规则给车载设备,进一步的,此规则还可在车载设备运行过程中由交通信息中心通过无线通信网络的广播信道等动态更新。Optionally, the traffic information center in the above-mentioned system can issue rules for determining the sampling rate to the vehicle-mounted device through the wireless communication network when the vehicle-mounted device is initialized. Further, this rule can also be determined by the traffic information during the operation of the vehicle-mounted device. The center updates dynamically through the broadcast channel of the wireless communication network.
图3为依据本发明实施例的交通信息采集系统示意图。如图3所示,此系统包括:交通信息中心、无线通信网络、多个部署了车载设备的探测车辆,如图3中的探测车辆1、探测车辆2、……、探测车辆n。其中:Fig. 3 is a schematic diagram of a traffic information collection system according to an embodiment of the present invention. As shown in Figure 3, this system includes: a traffic information center, a wireless communication network, and multiple detection vehicles deployed with on-board equipment, such as detection vehicle 1, detection vehicle 2, ..., detection vehicle n in Figure 3 . in:
各个探测车辆中的车载设备按一定的采样率采集交通数据并通过无线通信网络传送到交通信息中心,交通信息中心收集这些交通数据以得到道路交通流量信息。每一探测车辆内的车载设备还根据所在交通区域和/或所处时间段的变化来更新采样率。这里,探测车辆1至探测车辆n中的各个车载设备可按前述本发明实施例所提供的方法来更新采样率,关于更新采样率的具体方法这里不再赘述。The on-board equipment in each detection vehicle collects traffic data at a certain sampling rate and transmits it to the traffic information center through the wireless communication network. The traffic information center collects these traffic data to obtain road traffic flow information. The on-board equipment in each detection vehicle also updates the sampling rate according to the change of the traffic area and/or the time period. Here, each vehicle-mounted device in the detection vehicle 1 to detection vehicle n can update the sampling rate according to the method provided in the above-mentioned embodiment of the present invention, and the specific method for updating the sampling rate will not be repeated here.
交通信息中心在各个探测车辆中的车载设备初始化时通过无线通信网络下发用于确定采样率的规则给车载设备;进一步的,在这些车载设备运行过程中,交通信息中心还可通过无线通信网络(比如通过广播信道等)动态更新车载设备中的用于确定采样率的规则。其中,车载设备可以为前述实施例提供的交通信息采集装置或者内置有该交通信息采集装置,关于此车载设备的具体实现原理这里不再赘述。When the on-board equipment in each detection vehicle is initialized, the traffic information center issues the rules for determining the sampling rate to the on-board equipment through the wireless communication network; further, during the operation of these on-board equipment, the traffic information center can also pass the wireless communication network (For example, through a broadcast channel, etc.) Dynamically update the rules for determining the sampling rate in the on-board device. Wherein, the in-vehicle device may be the traffic information collection device provided in the foregoing embodiments or have the traffic information collection device built in, and the specific implementation principle of the in-vehicle device will not be repeated here.
采用上述本发明实施例所提供的交通信息采集方法、装置及系统,探测车辆中的车载设备需要采集和传输的数据将显著减少,因此,无线通信网络的通信成本将显著降低,同时也将显著降低交通信息中心的操作成本和计算负荷,进而显著提高了基于FCD的交通信息采集系统的整体性能。By adopting the traffic information collection method, device and system provided by the above-mentioned embodiments of the present invention, the data to be collected and transmitted by the on-board equipment in the detection vehicle will be significantly reduced. Therefore, the communication cost of the wireless communication network will be significantly reduced, and at the same time it will be significantly reduced. The operating cost and computing load of the traffic information center are reduced, thereby significantly improving the overall performance of the FCD-based traffic information collection system.
以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention shall be included in the scope of the present invention. within the scope of protection.
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