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CN104217601A - Vehicle control prompting method and vehicle control prompting system based on high-precision positioning - Google Patents

Vehicle control prompting method and vehicle control prompting system based on high-precision positioning Download PDF

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CN104217601A
CN104217601A CN201410442962.2A CN201410442962A CN104217601A CN 104217601 A CN104217601 A CN 104217601A CN 201410442962 A CN201410442962 A CN 201410442962A CN 104217601 A CN104217601 A CN 104217601A
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CN104217601B (en
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刘丽宁
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Techtotop Microelectronics Co Ltd
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Abstract

本发明提供一种基于高精度定位的汽车控制提示方法,包括步骤:获取车辆改道请求信息,采用差分定位获取车辆当前的车道信息、行驶速度以及改道后的位置信息及所述车道的限速信息;判断所述行驶速度是否在所述车道的限速信息内,若否,发出提醒警告。本发明操作简单,可以解决了车辆在高速公路上行驶变道时,因不知道车道的限速信息而造成超速或者由于速度过慢而影响后面车辆行驶的问题。同时,本发明还提供一种基于高精度定位的汽车控制提示系统。

The present invention provides a car control prompt method based on high-precision positioning, comprising the steps of: obtaining vehicle diversion request information, and obtaining the vehicle's current lane information, driving speed, position information after diversion, and speed limit information of the lane by using differential positioning ; Judging whether the driving speed is within the speed limit information of the lane, if not, issuing a warning. The invention is easy to operate, and can solve the problem of overspeeding caused by ignorance of the speed limit information of the lane when the vehicle changes lanes while driving on the expressway, or the problem of affecting the running of vehicles behind due to too slow speed. At the same time, the invention also provides a car control prompt system based on high-precision positioning.

Description

一种基于高精度定位的汽车控制提示方法及系统A car control prompt method and system based on high-precision positioning

技术领域 technical field

 本发明涉及一种城市交通运输领域,特别涉及一种基于高精度定位的汽车控制提示方法及系统。 The present invention relates to the field of urban transportation, in particular to a method and system for car control prompting based on high-precision positioning.

背景技术 Background technique

随着经济的快速发展和人们生活水平的不断提高,城市交通拥挤问题越来越严重,交通事故的发生频率越来越高,严重影响了人们的正常生活和工作,以至于生命安全,智能交通系统是国际上公认的解决交通拥挤问题的最佳途径,车辆导航系统是智能交通系统的重要组成部分,而达到车道级导航系统的一项关键技术是卫星导航技术。 With the rapid development of the economy and the continuous improvement of people's living standards, the problem of urban traffic congestion is becoming more and more serious, and the frequency of traffic accidents is increasing, which seriously affects people's normal life and work, so that life safety, intelligent transportation The system is internationally recognized as the best way to solve the problem of traffic congestion. The vehicle navigation system is an important part of the intelligent transportation system, and a key technology to achieve the lane-level navigation system is satellite navigation technology.

GNSS(Global Navigation Satellite System,全球导航卫星系统)是一个全球范围内所有导航卫星系统的总称,它包括GPS(Global Positioning System,美国全球定位系统)、GLONASS(俄罗斯格洛纳斯导航卫星系统)、Galileo(欧洲伽利略导航卫星系统)、BDS(中国北斗导航卫星系统)等等,以上所有的导航卫星系统,均旨在全天候的为用户提供卫星导航定位服务。 GNSS (Global Navigation Satellite System) is a general term for all navigation satellite systems worldwide, including GPS (Global Positioning System, US Global Positioning System), GLONASS (Russian Glonass Navigation Satellite System), Galileo (European Galileo Navigation Satellite System), BDS (China Beidou Navigation Satellite System), etc., all of the above navigation satellite systems are designed to provide users with satellite navigation and positioning services around the clock.

目前,最普遍的卫星接收机的定位模式是:地面接收端接收导航卫星播发的卫星信号,解调收集到足够的数据信息后解算当前地面接收端的位置信息,一般至少需要接收4颗可用卫星信号,地面接收端在本地解算定位信息后显示给用户。这种卫星导航接收机自主定位模式中,存在卫星轨道误差、电离层误差、对流层误差和接收机噪声几种主要误差,导致定位精度一般在10米以上,这种精度不能满足车道级的应用,用户无法准确获知自己在哪个车道上,从而无法解决车道级事故报警、车道变换超速提醒以及车道拥堵情况提醒的应用。 At present, the most common positioning mode of satellite receivers is: the ground receiving end receives satellite signals broadcast by navigation satellites, demodulates and collects enough data information to calculate the current position information of the ground receiving end, and generally needs to receive at least 4 available satellites Signal, the ground receiving end displays the positioning information to the user after the local solution. In the autonomous positioning mode of the satellite navigation receiver, there are several main errors of satellite orbit error, ionospheric error, tropospheric error and receiver noise, resulting in positioning accuracy generally above 10 meters, which cannot meet the application of lane level. Users cannot accurately know which lane they are in, so they cannot solve the application of lane-level accident alarms, lane change speeding reminders, and lane congestion reminders.

发明内容 Contents of the invention

 基于上述情况,本发明提供一种基于高精度定位的汽车控制提示方法,利用车道级的精确定位,获取车辆当前的车道信息及速度信息,再根据现有服务器中所存储的车道速度信息,当检测到车辆的速度超出该车道的限定速度信息时,对车辆进行提醒。这样可以避免高速变道时超速或速度不足产生的安全隐患。 Based on the above situation, the present invention provides a car control prompt method based on high-precision positioning, which uses precise positioning at the lane level to obtain the current lane information and speed information of the vehicle, and then according to the lane speed information stored in the existing server, when When it is detected that the speed of the vehicle exceeds the speed limit information of the lane, the vehicle will be reminded. This can avoid potential safety hazards caused by overspeed or insufficient speed when changing lanes at high speeds.

一种基于高精度定位的汽车控制提示方法,包括步骤:获取车辆改道请求信息;采用差分定位获取车辆当前的车道信息、行驶速度以及改道后的车道信息及所述车道的限速信息;判断所述行驶速度是否在所述车道的限速信息内,若否,发出提醒警告。 A car control prompt method based on high-precision positioning, comprising the steps of: acquiring vehicle diversion request information; acquiring the vehicle's current lane information, driving speed, lane information after diversion, and speed limit information of the lane by using differential positioning; Whether the above driving speed is within the speed limit information of the lane, if not, a warning is issued.

还包括步骤:检测车辆是否与前方车辆距离是否在预设安全距离内,若否,发出提醒警告。 It also includes the step of: detecting whether the distance between the vehicle and the vehicle in front is within a preset safety distance, and if not, issuing a warning.

一种基于高精度定位的汽车控制提示系统,包括:车辆信息获取模块,用于获取车辆当前的精确位置信息、车辆改道请求信息以及行驶速度;车道信息提供模块,用于根据所述车辆当前的位置信息来判定车辆当前所属车道,并根据所述车辆改道请求信息获取改道后的车道的位置信息及车道的限速信息;变速提醒模块,判定所述车辆的行驶速度是否在所述车道的限速信息内,若否,发出提醒警告。 A car control prompt system based on high-precision positioning, including: a vehicle information acquisition module, used to acquire the current precise location information of the vehicle, vehicle diversion request information and driving speed; a lane information providing module, used to position information to determine the lane to which the vehicle currently belongs, and obtain the position information of the lane after the diversion and the speed limit information of the lane according to the vehicle diversion request information; the speed change reminder module determines whether the driving speed of the vehicle is within the limit of the lane If not, send out a reminder warning.

相较于现有技术,本发明操作简单,可以解决了车辆在高速公路上行驶变道时,因不知道车道的限速信息而造成超速或者由于速度过慢而影响后面车辆行驶的问题。这样有利于减少高速公路上司机变道时产生的安全隐患。 Compared with the prior art, the present invention is simple to operate, and can solve the problem of overspeeding caused by ignorance of the speed limit information of the lane when the vehicle changes lanes on the expressway or the problem of affecting the driving of the following vehicles due to too slow speed. This helps to reduce the potential safety hazards caused by drivers changing lanes on expressways.

附图说明 Description of drawings

图1是本发明的一种基于高精度定位的汽车控制提示方法实施例的流程示意图; Fig. 1 is a schematic flow chart of an embodiment of an automobile control prompt method based on high-precision positioning in the present invention;

图2是本发明的是一种基于高精度定位的汽车控制提示系统实施例的结构示意图。 FIG. 2 is a schematic structural diagram of an embodiment of an automobile control prompt system based on high-precision positioning according to the present invention.

具体实施方式 Detailed ways

以下结合其中的较佳实施方式对本发明方案进行详细阐述。 The solution of the present invention will be described in detail below in combination with the preferred embodiments thereof.

如图1所示,本实施例中的方法包括步骤: As shown in Figure 1, the method in this embodiment includes steps:

S101:获取车辆改道请求信息。  S101: Obtain vehicle diversion request information. the

车辆司机根据实际情况控制车辆进行改道;将此改道信息发送给服务器,服务器获取车辆改道请求信息。作为另一个实施方式,此处也可以利用定位系统监测车辆从第一车道进入第二车道的位置改变,来判定车辆是否进行改道,进而获取车辆改道请求信息。由于第一车道与第二车道直接的距离范围相对较小,此处的定位系统采用高精度定位系统。 The vehicle driver controls the vehicle to divert according to the actual situation; the diversion information is sent to the server, and the server obtains the vehicle diversion request information. As another implementation, the positioning system may also be used here to monitor the position change of the vehicle entering the second lane from the first lane to determine whether the vehicle is diverted, and then obtain the vehicle diversion request information. Since the direct distance between the first lane and the second lane is relatively small, the positioning system here adopts a high-precision positioning system.

S102:采用差分定位获取车辆当前的车道信息、行驶速度、改道后的车道信息以及所述改道后车道的限速信息。 S102: Obtain current lane information, driving speed, lane information after diversion, and speed limit information of the lane after diversion by using differential positioning.

利用导航系统对车辆进行差分定位,获取车辆当前的位置信息以及行驶速度信息,并将该信息与数据库对应车道信息对应,判断出当前车辆的车道信息。根据S101的车辆改道请求信息,获得改道后的车道信息,并充数据库中获取对应的车道限速信息。 Use the navigation system to perform differential positioning on the vehicle, obtain the current position information and driving speed information of the vehicle, and correspond the information with the corresponding lane information in the database to determine the lane information of the current vehicle. According to the vehicle diversion request information in S101, the lane information after the diversion is obtained, and the corresponding lane speed limit information is obtained from the database.

S103:判断所述行驶速度是否在所述车道的限速信息内,若是,进入S104,若否,发出提醒警告。 S103: Determine whether the driving speed is within the speed limit information of the lane, if yes, go to S104, if not, issue a warning.

由于高速公路上,不同类型的车道及不同车道会有不同的限速规则。 Due to the highway, different types of lanes and different lanes will have different speed limit rules.

两车道:左车道为100~120km/h,右车道60~100 km/h。 Two lanes: the left lane is 100~120km/h, and the right lane is 60~100km/h.

三车道:左车道为110~120 km/h, 中车道为90~110 km/h,右车道为:60~90 km/h。 Three lanes: 110~120 km/h for the left lane, 90~110 km/h for the middle lane, 60~90 km/h for the right lane.

四车道及以上,类似三车道:  最左车道,110~120 km/h,中间车道:90~110 km/h,最右车道:60~80 km/h。   Four lanes and above, similar to three lanes: the leftmost lane, 110~120 km/h, the middle lane: 90~110 km/h, the rightmost lane: 60~80 km/h. the

而即使是有经验的司机在开车的时候,由于不同车道的改道时的速度把握也未必能非常精准,因而可能存在变道时超速或速度不足的情况。当车辆的行驶速度不在车道的限速信息内时,就会发出提醒警告。这里的提醒包括,低于预设限速信息时,发出速度过低的提醒警告,高于预设限速信息时,发出超速的提醒警告。 And even experienced drivers may not be able to accurately grasp the speed when changing lanes in different lanes when driving, so there may be situations of overspeed or insufficient speed when changing lanes. When the driving speed of the vehicle is not within the speed limit information of the lane, a reminder warning will be issued. The reminder here includes, when the speed is lower than the preset speed limit information, a reminder warning of too low speed is issued, and when the speed is higher than the preset speed limit information, an overspeed reminder warning is issued.

S104:检测车辆是否与前方车辆距离是否在预设安全距离内,若是,保持正常行驶,若否,发出提醒警告。 S104: Detect whether the distance between the vehicle and the vehicle in front is within a preset safety distance, if yes, keep driving normally, if not, issue a warning.

机动车在高速公路行驶中车速大于100 km/h,应与同车道的前车保持100米以上的距离;车速小于100 km/h时,安全距离最小不得少于50米。当车辆进行米级的高精度定位后,可以准确地识别前车及后车的车道及距离。现有司机驾驶车辆的时候,往往是通过目测来知道大概的距离,遇到浓雾天气,则根本上无法知道前面车辆与自己的距离。因此,通过高精度定位,可以使得车辆能够在各种天气条件下获取准确的前车的车道及距离,进而发出提醒警告,减少车辆因为天气等因素而产生的追尾隐患,提高高速公路车辆行驶的安全性。     由于高速公路上塞车堵车的原因很多时候是因为某一车辆追尾,而导致其当前车道拥堵,使得后面的车无法前进。这种情况下,车辆如果可以提前知道拥堵源车道,就可以提前做好处理,减少拥堵等待时间。 Motor vehicles traveling at a speed greater than 100 km/h on the expressway should keep a distance of more than 100 meters from the vehicle ahead in the same lane; when the speed is less than 100 km/h, the minimum safety distance should not be less than 50 meters. When the vehicle is positioned with meter-level high precision, it can accurately identify the lanes and distances of the vehicle in front and behind. When existing drivers drive vehicles, they often know the approximate distance by visual inspection. When encountering dense fog, it is basically impossible to know the distance between the vehicle in front and themselves. Therefore, through high-precision positioning, the vehicle can obtain the accurate lane and distance of the vehicle in front under various weather conditions, and then issue a warning, reduce the hidden danger of rear-end collision caused by the weather and other factors, and improve the safety of vehicles driving on the highway. safety. The reason for traffic jams on the expressway is often because a vehicle rear-ends, causing its current lane to be congested, making the cars behind unable to move forward. In this case, if the vehicle can know the congestion source lane in advance, it can deal with it in advance to reduce the congestion waiting time.

作为更优的实施例子,判断车辆前进方向的各个车道的是否发生拥堵;若是,搜索拥堵源的车道信息并获取车辆当前的车道信息,提示用户改道进入非拥堵源车道。 As a more optimal implementation example, it is determined whether there is congestion in each lane in the direction of the vehicle; if so, search for the lane information of the congestion source and obtain the current lane information of the vehicle, and prompt the user to divert into a non-congestion source lane.

图2中示出了本发明的一种基于高精度定位的汽车控制提示系统,实施例的结构示意图。 Fig. 2 shows a car control prompt system based on high-precision positioning of the present invention, a schematic structural diagram of an embodiment.

一种基于高精度定位的汽车控制提示系统,包括:车辆信息获取模块,用于获取车辆当前的精确位置信息、车辆改道请求信息以及行驶速度;车道信息提供模块,用于根据所述车辆当前的位置信息来判定车辆当前所属车道,并根据所述车辆改道请求信息获取改道后的车道的位置信息及车道的限速信息;变速提醒模块,判定所述车辆的行驶速度是否在所述车道的限速信息内,若否,发出提醒警告。 A car control prompt system based on high-precision positioning, including: a vehicle information acquisition module, used to acquire the current precise location information of the vehicle, vehicle diversion request information and driving speed; a lane information providing module, used to position information to determine the lane to which the vehicle currently belongs, and obtain the position information of the lane after the diversion and the speed limit information of the lane according to the vehicle diversion request information; the speed change reminder module determines whether the driving speed of the vehicle is within the limit of the lane If not, send out a reminder warning.

车辆信息获取模块还用于获取前方车辆的精确位置信息及车道信息,并通过变速提醒模块判定所述车辆的是否与所述前方车辆距离是否在预设安全距离内,若否,发出提醒警告。 The vehicle information acquisition module is also used to acquire the precise position information and lane information of the vehicle in front, and determine whether the distance between the vehicle and the vehicle in front is within a preset safe distance through the speed change reminder module, and if not, issue a warning.

作为一个更优的实施例子,这里的车道信息提供模块还用于提供当前各个车道拥堵情况,若判定发生拥堵,则搜索拥堵源的车道信息并获取车辆当前的车道信息,提示用户改道进入非拥堵源车道。 As a better implementation example, the lane information providing module here is also used to provide the current congestion situation of each lane. If it is determined that congestion occurs, search for the lane information of the congestion source and obtain the current lane information of the vehicle, prompting the user to divert into non-congestion source lane.

本系统应用了本发明实施例的方法,带来的好处与方法实施例中的内容相同,此处不再展开描述。 This system applies the method of the embodiment of the present invention, and the benefits brought are the same as those in the method embodiment, so no further description is given here.

以上所述实施例仅表达了本发明的实施方式,其描述较为具体和详细,但并不能因此而理解为对本发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。因此,本发明专利的保护范围应以所附权利要求为准。 The above-mentioned embodiments only express the implementation manner of the present invention, and the description thereof is relatively specific and detailed, but should not be construed as limiting the patent scope of the present invention. It should be pointed out that those skilled in the art can make several modifications and improvements without departing from the concept of the present invention, and these all belong to the protection scope of the present invention. Therefore, the protection scope of the patent for the present invention should be based on the appended claims.

Claims (6)

1. the automobile control reminding method based on hi-Fix, it is characterized in that, comprise step: obtain diversion of traffic solicited message, adopt difference location to obtain the current lane information of vehicle, travel speed and change its course after positional information and the speed-limiting messages in described track; Judge that described travel speed whether in the speed-limiting messages in described track, if not, sends reminder alerting.
2. automobile control reminding method according to claim 1, is characterized in that: also comprise step: detect vehicle whether with front vehicles distance whether in default safe distance, if not, send reminder alerting.
3. automobile control reminding method according to claim 1 and 2, is characterized in that: also comprise step: whether the getting congestion of each track that judges vehicle forward direction; If so, search for the lane information in the source that blocks up and obtain the current lane information of vehicle, prompting user changes its course and enters the non-track, source that blocks up.
4. the automobile control prompt system based on hi-Fix, is characterized in that, comprising: information of vehicles acquisition module, for obtaining the current precise position information of vehicle, diversion of traffic solicited message and travel speed; Lane information provides module, for judge the current affiliated track of vehicle according to the current positional information of described vehicle, and obtains the positional information in the track after changing its course and the speed-limiting messages in track according to described diversion of traffic solicited message; Speed change prompting module, whether the travel speed of judging described vehicle in the speed-limiting messages in described track, if not, sends reminder alerting.
5. automobile control prompt system according to claim 4, it is characterized in that: described information of vehicles acquisition module is also for obtaining precise position information and the lane information of front vehicles, and judge whether whether presetting in safe distance with described front vehicles distance of described vehicle by speed change prompting module, if not, send reminder alerting.
6. according to the automobile control prompt system described in claim 4 or 5, it is characterized in that: described lane information provides module also for current each track jam situation is provided, if judge and get congestion, search for the lane information in the source that blocks up and obtain the current lane information of vehicle, prompting user changes its course and enters the non-track, source that blocks up.
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CN105006165A (en) * 2015-07-20 2015-10-28 深圳前海智云谷科技有限公司 Automatic reminding method for realizing early warning at violation high-risk places on vehicle apparatus
CN105157709A (en) * 2015-08-13 2015-12-16 武汉光庭信息技术有限公司 ADASIS (advanced driver assistance systems interface specifications) extended information output device and method based on safe driving map
CN105810012A (en) * 2014-12-29 2016-07-27 中国移动通信集团公司 Method and device of vehicle collision warning based on vehicle-borne terminal
CN106097751A (en) * 2016-08-10 2016-11-09 乐视控股(北京)有限公司 Vehicle travel control method and device
CN106166951A (en) * 2015-05-22 2016-11-30 丰田自动车株式会社 Vehicle speed limiting device and vehicle speed control device
CN106297350A (en) * 2016-09-22 2017-01-04 深圳市元征科技股份有限公司 The control method of vehicle traveling and device
CN106504553A (en) * 2016-09-12 2017-03-15 深圳市元征科技股份有限公司 The method and device of auxiliary change lane
WO2017139916A1 (en) * 2016-02-15 2017-08-24 吴伟民 Vehicle lane-change assistant driving method and system
CN107507445A (en) * 2017-08-17 2017-12-22 千寻位置网络有限公司 The method for reporting traffic accident and congestion track automatically based on high accuracy positioning
CN108437796A (en) * 2018-05-18 2018-08-24 北京汽车集团有限公司 Control method for vehicle, device and vehicle
WO2018218406A1 (en) * 2017-05-27 2018-12-06 深圳市乃斯网络科技有限公司 Method and system for allocating lane in traffic jam
CN109781131A (en) * 2019-03-14 2019-05-21 百度在线网络技术(北京)有限公司 Navigation induction method, device, navigator and readable storage medium
CN111409649A (en) * 2019-01-04 2020-07-14 奥迪股份公司 Early warning method and device for vehicle lane change, computer equipment and storage medium
CN112447055A (en) * 2019-08-31 2021-03-05 广州中广国科测控技术有限公司 Monitoring and warning method for low-speed driving on expressway
CN113990105A (en) * 2021-10-22 2022-01-28 数字广东网络建设有限公司 Vehicle track processing method and device, computer equipment and storage medium
CN114429710A (en) * 2021-12-17 2022-05-03 华人运通(上海)自动驾驶科技有限公司 Traffic flow analysis method and system based on V2X vehicle road cloud cooperation
CN115311852A (en) * 2022-07-12 2022-11-08 重庆长安汽车股份有限公司 Method, system, vehicle and storage medium for predicting traffic congestion
CN115909760A (en) * 2022-10-27 2023-04-04 中汽创智科技有限公司 Vehicle speed reminder method, device, electronic equipment and storage medium

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Cited By (24)

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CN105810012A (en) * 2014-12-29 2016-07-27 中国移动通信集团公司 Method and device of vehicle collision warning based on vehicle-borne terminal
CN104742903A (en) * 2015-03-13 2015-07-01 小米科技有限责任公司 Method and device for achieving cruise at constant speed
CN106166951A (en) * 2015-05-22 2016-11-30 丰田自动车株式会社 Vehicle speed limiting device and vehicle speed control device
CN105006165B (en) * 2015-07-20 2017-11-03 深圳前海智云谷科技有限公司 A kind of automatic reminding method that ground occurred frequently early warning violating the regulations is realized on car-mounted device
CN105006165A (en) * 2015-07-20 2015-10-28 深圳前海智云谷科技有限公司 Automatic reminding method for realizing early warning at violation high-risk places on vehicle apparatus
CN105157709A (en) * 2015-08-13 2015-12-16 武汉光庭信息技术有限公司 ADASIS (advanced driver assistance systems interface specifications) extended information output device and method based on safe driving map
WO2017139916A1 (en) * 2016-02-15 2017-08-24 吴伟民 Vehicle lane-change assistant driving method and system
CN106097751A (en) * 2016-08-10 2016-11-09 乐视控股(北京)有限公司 Vehicle travel control method and device
CN106504553A (en) * 2016-09-12 2017-03-15 深圳市元征科技股份有限公司 The method and device of auxiliary change lane
WO2018045628A1 (en) * 2016-09-12 2018-03-15 深圳市元征科技股份有限公司 Method and device for assisting lane change
CN106297350A (en) * 2016-09-22 2017-01-04 深圳市元征科技股份有限公司 The control method of vehicle traveling and device
WO2018218406A1 (en) * 2017-05-27 2018-12-06 深圳市乃斯网络科技有限公司 Method and system for allocating lane in traffic jam
CN107507445A (en) * 2017-08-17 2017-12-22 千寻位置网络有限公司 The method for reporting traffic accident and congestion track automatically based on high accuracy positioning
CN108437796A (en) * 2018-05-18 2018-08-24 北京汽车集团有限公司 Control method for vehicle, device and vehicle
CN111409649A (en) * 2019-01-04 2020-07-14 奥迪股份公司 Early warning method and device for vehicle lane change, computer equipment and storage medium
CN111409649B (en) * 2019-01-04 2023-10-20 奥迪股份公司 Early warning method and device for vehicle lane change, computer equipment and storage medium
CN109781131A (en) * 2019-03-14 2019-05-21 百度在线网络技术(北京)有限公司 Navigation induction method, device, navigator and readable storage medium
CN112447055A (en) * 2019-08-31 2021-03-05 广州中广国科测控技术有限公司 Monitoring and warning method for low-speed driving on expressway
CN113990105A (en) * 2021-10-22 2022-01-28 数字广东网络建设有限公司 Vehicle track processing method and device, computer equipment and storage medium
CN114429710A (en) * 2021-12-17 2022-05-03 华人运通(上海)自动驾驶科技有限公司 Traffic flow analysis method and system based on V2X vehicle road cloud cooperation
CN114429710B (en) * 2021-12-17 2023-12-15 华人运通(上海)自动驾驶科技有限公司 Traffic flow analysis method and system based on V2X vehicle Lu Yun cooperation
CN115311852A (en) * 2022-07-12 2022-11-08 重庆长安汽车股份有限公司 Method, system, vehicle and storage medium for predicting traffic congestion
CN115909760A (en) * 2022-10-27 2023-04-04 中汽创智科技有限公司 Vehicle speed reminder method, device, electronic equipment and storage medium
CN115909760B (en) * 2022-10-27 2025-04-29 中汽创智科技有限公司 Vehicle speed reminder method, device, electronic device and storage medium

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