CN112009416A - A vehicle protection method, system and automobile - Google Patents

A vehicle protection method, system and automobile Download PDF

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Publication number
CN112009416A
CN112009416A CN202010800595.4A CN202010800595A CN112009416A CN 112009416 A CN112009416 A CN 112009416A CN 202010800595 A CN202010800595 A CN 202010800595A CN 112009416 A CN112009416 A CN 112009416A
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falling object
vehicle
roof
falling
physical type
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刘强寿
王怡曈
李付光
李岩
罗浩
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Guangzhou Automobile Group Co Ltd
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Guangzhou Automobile Group Co Ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R21/00Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
    • B60R21/02Occupant safety arrangements or fittings, e.g. crash pads
    • B60R21/11Overhead guards, e.g. against loads falling down
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R21/00Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
    • B60R21/02Occupant safety arrangements or fittings, e.g. crash pads
    • B60R21/16Inflatable occupant restraints or confinements designed to inflate upon impact or impending impact, e.g. air bags
    • B60R21/20Arrangements for storing inflatable members in their non-use or deflated condition; Arrangement or mounting of air bag modules or components
    • B60R21/214Arrangements for storing inflatable members in their non-use or deflated condition; Arrangement or mounting of air bag modules or components in roof panels

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Image Analysis (AREA)
  • Radar Systems Or Details Thereof (AREA)
  • Image Processing (AREA)

Abstract

The invention provides a vehicle protection method, a vehicle protection system and an automobile, wherein the method comprises the steps of controlling a camera to be started and shooting a video of an object falling from the high altitude when the object falling from the high altitude passes through a camera opening area located at a first preset height above the top of the vehicle; identifying the real object type of the falling object according to the video of the falling object; when the falling object is detected to pass through a roof protection range at a second preset height above the top of the vehicle, acquiring the position and the speed of the falling object; judging whether the falling object damages the top of the vehicle according to the type, the position and the speed of the falling object; if yes, the roof airbag is controlled to open to cover the top of the vehicle. The invention solves the problem that the vehicle ceiling and the panoramic sunroof are damaged due to the fact that the existing vehicle is parked outside and falls into high-altitude objects without protective measures.

Description

一种车辆保护方法、系统及汽车A vehicle protection method, system and automobile

技术领域technical field

本发明涉及汽车安全技术领域,尤其涉及一种车辆保护方法、系统及汽车。The invention relates to the technical field of automobile safety, in particular to a vehicle protection method, system and automobile.

背景技术Background technique

随着汽车技术的发展,汽车主被动安全防护技术得到了很好的运用。但是随着车辆增长,很多时候车辆会停在室外,应对高空坠物还没有有效的防护措施。现在车辆大多配置全景天窗,高空坠物容易造成全景天窗的损坏,给车主带来很大的困扰。With the development of automobile technology, automobile active and passive safety protection technology has been well used. However, with the growth of vehicles, many times the vehicles will be parked outdoors, and there are no effective protection measures to deal with falling objects. Nowadays, most vehicles are equipped with panoramic sunroofs, and falling objects from high altitudes can easily cause damage to the panoramic sunroofs, which brings great trouble to car owners.

发明内容SUMMARY OF THE INVENTION

本发明所要解决的技术问题在于,提供一种车辆保护方法、系统及汽车,用于解决现有停置在室外车辆,遭遇高空坠物因没有防护措施导致车辆顶棚及全景天窗损坏的问题。The technical problem to be solved by the present invention is to provide a vehicle protection method, system and automobile, which are used to solve the problem of damage to the roof and panoramic sunroof of the existing vehicle parked outdoors due to the lack of protective measures due to falling objects.

本发明提供的一种车辆保护方法,所述方法包括:A vehicle protection method provided by the present invention, the method includes:

步骤S11、在探测发现高空坠物经过位于车辆顶部上方第一预设高度的摄像头开启区域时,控制所述摄像头开启并拍摄所述高空坠物的视频;Step S11, when it is detected that the falling object passes through the camera opening area located at the first preset height above the top of the vehicle, control the camera to turn on and shoot a video of the falling object;

步骤S12,根据所述高空坠物的视频识别所述高空坠物的实物类型;Step S12, identifying the physical type of the falling object according to the video of the falling object;

步骤S13,在探测到所述高空坠物经过位于车辆顶部上方第二预设高度的车顶防护范围时,获取所述高空坠物的位置和速度;Step S13, obtaining the position and speed of the falling object when it is detected that the falling object passes through the roof protection area at the second preset height above the top of the vehicle;

步骤S14、根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对车辆顶部构成伤害;若是,则控制车顶安全气囊打开以覆盖住车辆顶部。Step S14, according to the physical type, position and speed of the falling object, determine whether the falling object causes damage to the top of the vehicle; if so, control the roof airbag to open to cover the top of the vehicle.

进一步地,所述步骤S12具体包括:Further, the step S12 specifically includes:

将所述高空坠物的视频转换成多张连续的图像;converting the video of the falling object into a plurality of consecutive images;

将所述多张连续的图像输入已训练好的图像分类深度学习网络,识别出所述高空坠物的实物类型。The multiple consecutive images are input into the trained image classification deep learning network to identify the physical type of the falling object.

进一步地,所述图像分类深度学习网络采用AlexNet网络结构。Further, the deep learning network for image classification adopts an AlexNet network structure.

进一步地,所述步骤S14具体包括:Further, the step S14 specifically includes:

根据所述高空坠物的实物类型,获取与所述高空坠物的实物类型对应的预估质量;According to the physical type of the falling object, obtain the estimated mass corresponding to the physical type of the falling object;

根据所述预估质量和所述高空坠物的速度,计算所述高空坠物经过所述车顶防护范围时的动能;According to the estimated mass and the speed of the falling object, calculate the kinetic energy of the falling object when it passes through the roof protection range;

当所述高空坠物经过所述车顶防护范围时的动能大于或者等于预设安全动能阈值,且所述高空坠物的位置在所述车顶防护范围内,判定所述高空坠物对所述车辆顶部构成伤害。When the kinetic energy of the falling object passing through the roof protection range is greater than or equal to a preset safe kinetic energy threshold, and the position of the falling object is within the roof protection range, it is determined that the falling object is not suitable for damage to the top of the vehicle.

进一步地,所述方法还包括:Further, the method also includes:

当所述高空坠物经过所述车顶防护范围时的动能小于所述预设安全动能阈值,或者所述高空坠物的位置在所述车顶防护范围外,判定所述高空坠物对所述车辆顶部不够成伤害。When the kinetic energy of the falling object passing through the roof protection range is less than the preset safe kinetic energy threshold, or the position of the falling object is outside the roof protection range, it is determined that the falling object has a negative impact on the vehicle. The top of the vehicle described is not enough to cause damage.

本发明提供的一种车辆保护系统,所述系统包括ECU和设置在车辆顶部并均与所述控制ECU电连接的雷达、摄像头和安全气囊;The present invention provides a vehicle protection system, which comprises an ECU, a radar, a camera and an airbag which are arranged on the top of the vehicle and are all electrically connected to the control ECU;

所述ECU用于在所述雷达探测发现高空坠物经过位于车辆顶部上方第一预设高度的摄像头开启区域时,触发开启所述摄像头以拍摄所述高空坠物的视频,并根据所述高空坠物的视频识别所述高空坠物的实物类型;The ECU is configured to trigger the opening of the camera to shoot the video of the falling object when the radar detects that the falling object passes through the camera opening area at the first preset height above the top of the vehicle, and according to the high-altitude falling object The video of the falling object identifies the physical type of the falling object;

所述ECU还用于在所述雷达探测发现所述高空坠物经过位于所述车辆顶部上方第二预设高度的车顶防护范围时,获取所述高空坠物的位置和速度;The ECU is further configured to acquire the position and speed of the falling object when the radar detects that the falling object passes through a roof protection area located at a second preset height above the top of the vehicle;

所述ECU还用于根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对车辆顶部构成伤害;若是,则控制所述安全气囊打开以覆盖住车辆顶部。The ECU is further configured to judge whether the falling object causes damage to the top of the vehicle according to the physical type, position and speed of the falling object; if so, control the airbag to open to cover the roof of the vehicle.

进一步地,所述雷达设置在所述车辆中部或后部,并沿所述车辆中线布置,所述雷达沿车身长度方向侦测角度范围为[-15°,+15°],沿车身宽度方向侦测角度范围为[-20°,+20°]。Further, the radar is arranged in the middle or rear of the vehicle, and is arranged along the center line of the vehicle, and the radar detection angle range along the length direction of the vehicle body is [-15°, +15°], and the detection angle range along the vehicle body width direction is [-15°, +15°]. The detection angle range is [-20°,+20°].

进一步地,所述ECU根据所述高空坠物的视频识别所述高空坠物的实物类型具体包括:Further, the ECU identifying the physical type of the falling object according to the video of the falling object specifically includes:

将所述高空坠物的视频转换成多张连续的图像;converting the video of the falling object into a plurality of consecutive images;

将所述多张连续的图像输入已训练好的图像分类深度学习网络,识别出所述高空坠物的实物类型。The multiple consecutive images are input into the trained image classification deep learning network to identify the physical type of the falling object.

进一步地,所述ECU根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对所述车辆顶部构成伤害具体包括:Further, according to the physical type, position and speed of the high-altitude falling object, the ECU determines whether the high-altitude falling object causes damage to the top of the vehicle, which specifically includes:

根据所述高空坠物的实物类型,获取与所述高空坠物的实物类型对应的预估质量;According to the physical type of the falling object, obtain the estimated mass corresponding to the physical type of the falling object;

根据所述预估质量和所述高空坠物的速度,计算所述高空坠物经过所述车顶防护范围时的动能;According to the estimated mass and the speed of the falling object, calculate the kinetic energy of the falling object when it passes through the roof protection range;

当所述高空坠物经过所述车顶防护范围时的动能大于或者等于预设安全动能阈值,且所述高空坠物的位置在所述车顶防护范围内,判定所述高空坠物对所述车辆顶部构成伤害。When the kinetic energy of the falling object passing through the roof protection range is greater than or equal to a preset safe kinetic energy threshold, and the position of the falling object is within the roof protection range, it is determined that the falling object is not suitable for damage to the top of the vehicle.

本发明提供的一种汽车,所述汽车具有上述车辆保护系统。The present invention provides an automobile having the above-mentioned vehicle protection system.

实施本发明,具有如下有益效果:Implement the present invention, have the following beneficial effects:

通过本发明,结合摄像头和雷达,获取位于车辆顶部上方一定高处该高空坠物的实物类型、速度和位置,通过对高空坠物的动能进行计算以及位置进行判断,当高空坠物动能达到阈值条件,且高空坠物在车顶防护范围内,则控制开启安全气囊保护车辆顶棚和全景天窗;解决了现有停置在室外车辆,遭遇高空坠物因没有防护措施导致车辆顶棚及全景天窗损坏的问题。Through the present invention, combined with the camera and radar, the physical type, speed and position of the high-altitude falling object located at a certain height above the top of the vehicle are acquired, and the kinetic energy of the high-altitude falling object is calculated and the position is judged, when the high-altitude falling object kinetic energy reaches the threshold value conditions, and the falling object is within the roof protection range, control the opening of the airbag to protect the roof and panoramic sunroof of the vehicle; solve the problem of existing vehicles parked outdoors, and the roof and panoramic sunroof of the vehicle are damaged due to the lack of protective measures when encountering a falling object. The problem.

附图说明Description of drawings

为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the following briefly introduces the accompanying drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained according to these drawings without creative efforts.

图1是本发明实施例提供的车辆保护方法运行背景主视图。FIG. 1 is a front view of the operating background of a vehicle protection method provided by an embodiment of the present invention.

图2是本发明实施例提供的车辆保护方法运行背景左视图。FIG. 2 is a left side view of the running background of the vehicle protection method provided by the embodiment of the present invention.

图3是本发明实施例提供的车辆保护方法运行背景俯视图。FIG. 3 is a top view of the operating background of the vehicle protection method provided by the embodiment of the present invention.

图4是本发明实施例提供的车辆保护系统的结构图。FIG. 4 is a structural diagram of a vehicle protection system provided by an embodiment of the present invention.

图5是本发明实施例提供的车辆保护方法的流程图。FIG. 5 is a flowchart of a vehicle protection method provided by an embodiment of the present invention.

图6是本发明实施例提供的AlexNet网络结构图。FIG. 6 is a structural diagram of an AlexNet network provided by an embodiment of the present invention.

具体实施方式Detailed ways

本专利中,以下结合附图和实施例对该具体实施方式做进一步说明。In this patent, the specific implementation is further described below with reference to the accompanying drawings and examples.

如图1所示,本发明实施例提供了车辆保护方法运行背景,在车辆顶部设置有毫米波雷达,所述毫米波雷达在图1中X轴方向上(也就是车身长度方向)侦测角度范围为[-15°,+15°],Z轴方向上(也就是车身宽度方向)侦测角度范围为[-20°,+20°]的毫米波雷达;借助图2可以看到车辆顶部设置有摄像头,为了保证在不同环境下都能正常工作,摄像头采用红外摄像头,避免被环境所干扰。如果对环境有其他特殊要求,可以适当更换雷达与摄像头类型;当雷达与摄像头类型或者参数变化时,需要对雷达与摄像头安装角度进行标定与调节,才能确保车辆防坠物效果最佳。As shown in FIG. 1 , an embodiment of the present invention provides an operating background of a vehicle protection method. A millimeter-wave radar is provided on the top of the vehicle, and the millimeter-wave radar detects the angle in the X-axis direction (that is, the length direction of the vehicle body) in FIG. 1 . The range is [-15°, +15°], and the detection angle range in the Z-axis direction (that is, the width direction of the vehicle body) is [-20°, +20°] mmWave radar; with the help of Figure 2, you can see the top of the vehicle A camera is provided. In order to ensure that it can work normally in different environments, the camera adopts an infrared camera to avoid being disturbed by the environment. If there are other special requirements for the environment, the radar and camera types can be appropriately replaced; when the radar and camera types or parameters change, the installation angle of the radar and camera needs to be calibrated and adjusted to ensure the best anti-falling effect of the vehicle.

雷达和摄像头在车辆顶部安装需要与车辆顶部形成一定的角度,这样做是为了能够更好的采集坠物信息,同时为设置在车辆顶部的安全气囊的打开预留一部分安全时间。参考图1,雷达中心线与雷达安装位置的垂线成角10°,假设车辆顶棚长度l=2.5m,则可以计算车顶防护范围S到车顶平面高度h:The installation of the radar and camera on the top of the vehicle needs to form a certain angle with the top of the vehicle. This is to better collect the information of the falling object and to reserve a part of the safety time for the deployment of the airbag set on the top of the vehicle. Referring to Figure 1, the radar center line forms an angle of 10° with the vertical line of the radar installation position. Assuming that the length of the vehicle roof is l=2.5m, the roof protection range S to the roof plane height h can be calculated:

Figure BDA0002627235160000041
Figure BDA0002627235160000041

需要说明的是,车顶防护范围S到车顶平面高度h,就是本实施例中第二预设高度。It should be noted that, the roof protection range S to the roof plane height h is the second preset height in this embodiment.

参考图2,雷达与摄像头并安装在车辆中部或者后部位置,其中雷达需要安装在车辆中线上,这样可以保证雷达沿Z轴方向的侦测范围对称,但摄像头可以略微偏离车辆中线布置,这是因为摄像头具有较大的拍摄广角,略微的偏离中线,不会对防护效果造成影响;Referring to Figure 2, the radar and the camera are installed in the center or rear of the vehicle, where the radar needs to be installed on the center line of the vehicle, which can ensure that the detection range of the radar along the Z-axis direction is symmetrical, but the camera can be slightly deviated from the center line of the vehicle. It is because the camera has a large wide-angle shooting and is slightly deviated from the center line, which will not affect the protection effect;

若雷达中心线到雷达侦测范围单边沿Z轴距离为a,车辆顶棚宽度为d=2m,则通过计算可以证明,雷达侦测范围包含车顶棚防护范围S,能够对车辆起到很好的防护作用:If the distance from the center line of the radar to the Z axis of the single edge of the radar detection range is a, and the width of the vehicle roof is d=2m, it can be proved by calculation that the radar detection range includes the roof protection range S, which can play a good role in the vehicle. Protection:

a=h*tan20°=5.36*tan20°=1.95m>1m。a=h*tan20°=5.36*tan20°=1.95m>1m.

结合图1和图2,在车顶防护范围S的Z轴投影上方高度h`=2m处有一块摄像头开启位置S`,它是一个大小形状均与车顶防护范围S一致的区域。当雷达检测坠物落入该区域时,ECU触发开启智能摄像头开始对高空坠物进行视频拍摄。该区域到车顶防护范围S的距离为h`,是给摄像头传输视频信息、ECU识别坠物实体类型和做出是否打开气囊决策预留的。1 and 2, there is a camera opening position S' at a height h'=2m above the Z-axis projection of the roof protection range S, which is an area whose size and shape are consistent with the roof protection range S. When the radar detects that the falling object falls into the area, the ECU triggers to turn on the smart camera to start video shooting of the falling object. The distance from this area to the roof protection range S is h`, which is reserved for the camera to transmit video information, the ECU to identify the type of the falling object, and to make a decision on whether to open the airbag.

需要说明的是,上方h+h`高度加和为第一预设高度。It should be noted that the sum of the heights of h+h` above is the first preset height.

参考图3,车顶防护范围S是一个大小与实车车辆顶部大小一致,长度为2.5m,宽度为2m的矩形区域,该区域是雷达判断坠物坠落位置是否伤害车辆顶棚的依据之一,同时也是ECU将气囊打开指令发送给车顶安全气囊起始位置。根据不同的车型,车顶防护范围S会有不同的形状与大小,当其形状与大小变化时,需要对雷达安装角度进行调节标定,才能确保车辆防坠物效果最佳。Referring to Figure 3, the roof protection area S is a rectangular area with the same size as the top of the real vehicle, with a length of 2.5m and a width of 2m. This area is one of the basis for the radar to judge whether the falling position of the falling object damages the roof of the vehicle. At the same time, the ECU sends the airbag deployment command to the starting position of the roof airbag. According to different models, the roof protection range S will have different shapes and sizes. When the shape and size change, the radar installation angle needs to be adjusted and calibrated to ensure the best anti-falling effect of the vehicle.

如图4所示,本发明实施例提供了车辆保护系统,所述系统包括设置在车辆顶部的雷达41、设置车辆顶部的摄像头42、ECU43和设置在车辆顶部的安全气囊44,所述ECU43分别电连接所述雷达41、所述摄像头42和所述安全气囊44,其中:As shown in FIG. 4 , an embodiment of the present invention provides a vehicle protection system. The system includes a radar 41 arranged on the roof of the vehicle, a camera 42 arranged on the roof of the vehicle, an ECU 43 and an airbag 44 arranged on the roof of the vehicle. The ECU 43 respectively The radar 41, the camera 42 and the airbag 44 are electrically connected, wherein:

所述ECU43用于在所述雷达41探测发现高空坠物经过位于车辆顶部上方第一预设高度的摄像头开启区域时,触发开启所述摄像头42以拍摄所述高空坠物的视频,并根据所述高空坠物的视频识别所述高空坠物的实物类型;The ECU 43 is used to trigger the opening of the camera 42 to shoot the video of the falling object when the radar 41 detects that the falling object passes through the camera opening area located at the first preset height above the top of the vehicle, and according to the The video of the falling object identifies the physical type of the falling object;

所述ECU43还用于在所述雷达41探测发现所述高空坠物经过位于所述车辆顶部上方第二预设高度的车顶防护范围时,获取所述高空坠物的位置和速度;The ECU 43 is further configured to acquire the position and speed of the falling object when the radar 41 detects and finds that the falling object passes through a roof protection area located at a second preset height above the top of the vehicle;

所述ECU43还用于根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对车辆顶部构成伤害;若是,则控制所述安全气囊44打开以覆盖住车辆顶部。The ECU 43 is also used to judge whether the falling object causes damage to the top of the vehicle according to the physical type, position and speed of the falling object; if so, control the airbag 44 to open to cover the roof of the vehicle.

进一步地,所述ECU43根据所述高空坠物的视频识别所述高空坠物的实物类型具体包括:Further, the ECU 43 identifying the physical type of the falling object according to the video of the falling object specifically includes:

将所述高空坠物的视频转换成多张连续的图像;converting the video of the falling object into a plurality of consecutive images;

将所述多张连续的图像输入已训练好的图像分类深度学习网络,识别出所述高空坠物的实物类型。The multiple consecutive images are input into the trained image classification deep learning network to identify the physical type of the falling object.

进一步地,所述ECU43根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对所述车辆顶部构成伤害具体包括:Further, according to the physical type, position and speed of the falling object, the ECU 43 determines whether the falling object causes damage to the top of the vehicle, which specifically includes:

根据所述高空坠物的实物类型,获取与所述高空坠物的实物类型对应的预估质量;According to the physical type of the falling object, obtain the estimated mass corresponding to the physical type of the falling object;

根据所述预估质量和所述高空坠物的速度,计算所述高空坠物经过所述车顶防护范围时的动能;According to the estimated mass and the speed of the falling object, calculate the kinetic energy of the falling object when it passes through the roof protection range;

当所述高空坠物经过所述车顶防护范围时的动能大于或者等于预设安全动能阈值,且所述高空坠物的位置在所述车顶防护范围内,判定所述高空坠物对所述车辆顶部构成伤害。When the kinetic energy of the falling object passing through the roof protection range is greater than or equal to a preset safe kinetic energy threshold, and the position of the falling object is within the roof protection range, it is determined that the falling object is not suitable for damage to the top of the vehicle.

需要说明的是,本实施例中预设立了高空坠物的实物类型与预估质量对应表格。It should be noted that, in this embodiment, a table corresponding to the physical type of the falling object and the estimated mass is pre-established.

如图5所示,本发明实施例提供了车辆保护方法,所述方法包括:As shown in FIG. 5 , an embodiment of the present invention provides a vehicle protection method, and the method includes:

步骤S11、在探测发现所述高空坠物经过位于车辆顶部上方第一预设高度的摄镜头开启区域时,控制所述摄像头开启并拍摄所述高空坠物的视频;Step S11, when it is detected that the falling object passes through a camera lens opening area located at a first preset height above the top of the vehicle, control the camera to turn on and shoot a video of the falling object;

需要说明的是,摄像头开启区域位于车辆顶部上方第一预设高度的一个虚拟区域,与车辆顶部形状、大小一致,且位于所述车辆顶部正上方;雷达探测到有高空坠物经过这一虚拟区域,通知ECU由ECU控制摄像头开启并拍摄所述高空坠物的视频。It should be noted that the camera opening area is located in a virtual area at the first preset height above the top of the vehicle, which is consistent with the shape and size of the top of the vehicle, and is located directly above the top of the vehicle; the radar detects that there is a falling object passing through this virtual area. area, notify the ECU that the ECU controls the camera to turn on and shoot the video of the falling object.

步骤S12、根据所述高空坠物的视频识别所述高空坠物的实物类型;Step S12, identifying the physical type of the falling object according to the video of the falling object;

需要说明的是,步骤S12具体包括:It should be noted that step S12 specifically includes:

将所述高空坠物的视频转换成多张连续的图像;converting the video of the falling object into a plurality of consecutive images;

将所述多张连续的图像输入已训练好的图像分类深度学习网络,识别出所述高空坠物的实物类型。The multiple consecutive images are input into the trained image classification deep learning network to identify the physical type of the falling object.

需要说明的,经过训练样本集已训练好的图像分类深度学习网络,采用AlexNet网络结构;关于AlexNet网络结构可以参考图6。It should be noted that the deep learning network for image classification that has been trained by the training sample set adopts the AlexNet network structure; please refer to Figure 6 for the AlexNet network structure.

图像识别算法利用其他经过训练的人工智能网络,例如本实施例中的AlexNet网络结构,直接用来实现本实施例中的图像识别,可以节约大量时间。The image recognition algorithm utilizes other trained artificial intelligence networks, such as the AlexNet network structure in this embodiment, and is directly used to realize the image recognition in this embodiment, which can save a lot of time.

步骤S13、在探测到所述高空坠物经过位于车辆顶部上方第二预设高度的车顶防护范围时,获取所述高空坠物的位置和速度,所述第二预设高度小于所述第一预设高度;Step S13, when it is detected that the falling object passes through the roof protection area located at a second preset height above the top of the vehicle, obtain the position and speed of the falling object, and the second preset height is smaller than the second preset height. a preset height;

需要说明的是,设置第二预设高度是为了提供对高空坠物的实物类型进行判断以及打开气囊的时间。It should be noted that the purpose of setting the second preset height is to provide the time for judging the physical type of the falling object and opening the airbag.

步骤S14、根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对车辆顶部构成伤害;Step S14, according to the physical type, position and speed of the falling object, determine whether the falling object causes damage to the top of the vehicle;

若是,则控制车顶安全气囊打开以覆盖住车辆顶部。If so, control the deployment of the roof airbag to cover the roof of the vehicle.

所述步骤S14具体包括:The step S14 specifically includes:

根据所述高空坠物的实物类型,获取与所述高空坠物的实物类型对应的预估质量;According to the physical type of the falling object, obtain the estimated mass corresponding to the physical type of the falling object;

根据所述预估质量和所述高空坠物的速度,计算所述高空坠物经过所述车顶防护范围时的动能;According to the estimated mass and the speed of the falling object, calculate the kinetic energy of the falling object when it passes through the roof protection range;

当所述高空坠物经过所述车顶防护范围时的动能大于或者等于预设安全动能阈值,且所述高空坠物的位置在所述车顶防护范围内,判定所述高空坠物对所述车辆顶部构成伤害。When the kinetic energy of the falling object passing through the roof protection range is greater than or equal to a preset safe kinetic energy threshold, and the position of the falling object is within the roof protection range, it is determined that the falling object is not suitable for damage to the top of the vehicle.

需要说明的是,车顶防护范围位于车辆顶部正上方且距离所述车辆顶部第二预设高度处,也是一虚拟区域,如果高空坠物经过该区域,而且还具有一定动能,就必须对其进行防护。It should be noted that the roof protection area is located just above the top of the vehicle and at a second preset height from the top of the vehicle, which is also a virtual area. If a falling object passes through this area and has a certain kinetic energy, it must be Protect.

进一步地,所述方法还包括:Further, the method also includes:

当所述高空坠物经过所述车顶防护范围时的动能小于所述预设安全动能阈值,或者所述高空坠物的位置在所述预设车顶防护范围外,判定所述高空坠物对所述车辆顶部不够成伤害。When the kinetic energy of the falling object passing through the roof protection range is less than the preset safe kinetic energy threshold, or the position of the falling object is outside the preset roof protection range, it is determined that the falling object Not enough damage to the top of the vehicle.

为了验证该方案的有效性,计算可防护的坠物坠落的高度范围。根据市场数据,安全气囊打开时间一般为0.03s,为了确保安全气囊有充足打开时间,选定安全系数为3.5,即假设气囊打开时间为t2=0.105s。计算分为以下两种情况:In order to verify the effectiveness of the scheme, the height range of the fallable objects is calculated. According to market data, the airbag deployment time is generally 0.03s. In order to ensure sufficient airbag deployment time, a safety factor of 3.5 is selected, that is, the airbag deployment time is assumed to be t 2 =0.105s. The calculation is divided into the following two cases:

情况一:从h+h`高处物品做自由落体,计算自由落体时间t;Case 1: Free fall from the height of h+h`, calculate the free fall time t;

Figure BDA0002627235160000071
Figure BDA0002627235160000071

情况二:若从坠物进入车顶防护范围S到气囊完全打开的时间为t2=0.105s,计算坠物从多高的高度下落,该系统能够进行有效防护。Case 2: If the time from when the falling object enters the roof protection range S to when the airbag is fully deployed is t 2 =0.105s, calculate the height from which the falling object falls, and the system can effectively protect.

高空坠物到车顶防护范围S区域的速度为V0,则:The speed of the falling object to the roof protection area S is V 0 , then:

Figure BDA0002627235160000072
Figure BDA0002627235160000072

高空坠物开始自由落体位置到所属高空坠物到车顶防护范围S区域高度为△h,自由落体时间为T,则:The height of the falling object from the free fall position to the height of the falling object to the roof protection range S is △h, and the free fall time is T, then:

Figure BDA0002627235160000073
Figure BDA0002627235160000073

Figure BDA0002627235160000074
Figure BDA0002627235160000074

物体开始自由落体位置到车顶距离为H,则:The distance from the position where the object begins to free fall to the roof of the vehicle is H, then:

H=Δh+h=127.5+5.36=132.86m。H=Δh+h=127.5+5.36=132.86m.

综上,若假设车辆高度为1.7m,则该方案对距离地面高度为9.06-134.56m(假设楼层高度为3m/层,则为3-45层)的高空坠物均有良好的防护作用。To sum up, if the vehicle height is assumed to be 1.7m, the scheme has a good protective effect on the falling objects with a height of 9.06-134.56m from the ground (if the floor height is 3m/floor, it is 3-45 floors).

本发明还提供一种汽车,所述汽车具有上述车辆保护系统。The present invention also provides an automobile having the above-mentioned vehicle protection system.

实施本发明,具有如下有益效果:Implement the present invention, have the following beneficial effects:

通过本发明,结合摄像头和雷达,获取车辆顶部一定高处该高空坠物的实物类型、速度和位置,通过对高空坠物的动能进行计算以及位置进行判断,当高空坠物动能达到阈值条件,且高空坠物在车顶防护范围内,则控制开启安全气囊保护车辆顶棚和全景天窗;解决了现有停置在室外车辆,遭遇高空坠物因没有防护措施导致车辆顶棚及全景天窗损坏的问题。Through the invention, combined with the camera and the radar, the physical type, speed and position of the falling object at a certain height on the top of the vehicle are obtained, and the kinetic energy of the falling object is calculated and the position is judged. When the kinetic energy of the falling object reaches the threshold condition, And the high-altitude falling object is within the roof protection range, control the opening of the airbag to protect the vehicle roof and panoramic sunroof; solve the problem that the existing vehicle parked outdoors, encountering a high-altitude falling object due to lack of protective measures, the vehicle roof and panoramic sunroof are damaged. .

以上内容是结合具体的优选实施方式对本发明所作的进一步详细说明,不能认定本发明的具体实施只局限于这些说明。对于本发明所属技术领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干简单推演或替换,都应当视为属于本发明的保护范围。The above content is a further detailed description of the present invention in combination with specific preferred embodiments, and it cannot be considered that the specific implementation of the present invention is limited to these descriptions. For those of ordinary skill in the technical field of the present invention, without departing from the concept of the present invention, some simple deductions or substitutions can be made, which should be regarded as belonging to the protection scope of the present invention.

Claims (10)

1.一种车辆保护方法,其特征在于,所述方法包括:1. A vehicle protection method, wherein the method comprises: 步骤S11、在探测发现高空坠物经过位于车辆顶部上方第一预设高度的摄像头开启区域时,控制所述摄像头开启并拍摄所述高空坠物的视频;Step S11, when it is detected that the falling object passes through the camera opening area located at the first preset height above the top of the vehicle, control the camera to turn on and shoot a video of the falling object; 步骤S12,根据所述高空坠物的视频识别所述高空坠物的实物类型;Step S12, identifying the physical type of the falling object according to the video of the falling object; 步骤S13,在探测到所述高空坠物经过位于车辆顶部上方第二预设高度的车顶防护范围时,获取所述高空坠物的位置和速度;Step S13, obtaining the position and speed of the falling object when it is detected that the falling object passes through the roof protection area at the second preset height above the top of the vehicle; 步骤S14、根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对车辆顶部构成伤害;若是,则控制车顶安全气囊打开以覆盖住车辆顶部。Step S14, according to the physical type, position and speed of the falling object, determine whether the falling object causes damage to the top of the vehicle; if so, control the roof airbag to open to cover the top of the vehicle. 2.如权利要求1所述方法,其特征在于,所述步骤S12具体包括:2. The method according to claim 1, wherein the step S12 specifically comprises: 将所述高空坠物的视频转换成多张连续的图像;converting the video of the falling object into a plurality of consecutive images; 将所述多张连续的图像输入已训练好的图像分类深度学习网络,识别出所述高空坠物的实物类型。The multiple consecutive images are input into the trained image classification deep learning network to identify the physical type of the falling object. 3.如权利要求2所述方法,其特征在于,所述图像分类深度学习网络采用AlexNet网络结构。3. The method of claim 2, wherein the deep learning network for image classification adopts an AlexNet network structure. 4.如权利要求1所述方法,其特征在于,所述步骤S14具体包括:4. The method of claim 1, wherein the step S14 specifically comprises: 根据所述高空坠物的实物类型,获取与所述高空坠物的实物类型对应的预估质量;According to the physical type of the falling object, obtain the estimated mass corresponding to the physical type of the falling object; 根据所述预估质量和所述高空坠物的速度,计算所述高空坠物经过所述车顶防护范围时的动能;According to the estimated mass and the speed of the falling object, calculate the kinetic energy of the falling object when it passes through the roof protection range; 当所述高空坠物经过所述车顶防护范围时的动能大于或者等于预设安全动能阈值,且所述高空坠物的位置在所述车顶防护范围内,判定所述高空坠物对所述车辆顶部构成伤害。When the kinetic energy of the falling object passing through the roof protection range is greater than or equal to a preset safe kinetic energy threshold, and the position of the falling object is within the roof protection range, it is determined that the falling object is not suitable for damage to the top of the vehicle. 5.如权利要求4所述方法,其特征在于,所述方法还包括:5. The method of claim 4, wherein the method further comprises: 当所述高空坠物经过所述车顶防护范围时的动能小于所述预设安全动能阈值,或者所述高空坠物的位置在所述车顶防护范围外,判定所述高空坠物对所述车辆顶部不够成伤害。When the kinetic energy of the falling object passing through the roof protection range is less than the preset safe kinetic energy threshold, or the position of the falling object is outside the roof protection range, it is determined that the falling object has a negative impact on the vehicle. The top of the vehicle described is not enough to cause damage. 6.一种车辆保护系统,其特征在于,包括ECU和设置在车辆顶部并均与所述ECU电连接的雷达、摄像头和安全气囊;6. A vehicle protection system, characterized in that it comprises an ECU and a radar, a camera and an airbag which are arranged on the top of the vehicle and are all electrically connected to the ECU; 所述ECU用于在所述雷达探测发现高空坠物经过位于车辆顶部上方第一预设高度的摄像头开启区域时,触发开启所述摄像头以拍摄所述高空坠物的视频,并根据所述高空坠物的视频识别所述高空坠物的实物类型;The ECU is configured to trigger the opening of the camera to shoot the video of the falling object when the radar detects that the falling object passes through the camera opening area at the first preset height above the top of the vehicle, and according to the high-altitude falling object The video of the falling object identifies the physical type of the falling object; 所述ECU还用于在所述雷达探测发现所述高空坠物经过位于所述车辆顶部上方第二预设高度的车顶防护范围时,获取所述高空坠物的位置和速度;The ECU is further configured to acquire the position and speed of the falling object when the radar detects that the falling object passes through a roof protection area located at a second preset height above the top of the vehicle; 所述ECU还用于根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对车辆顶部构成伤害;若是,则控制所述安全气囊打开以覆盖住车辆顶部。The ECU is further configured to judge whether the falling object causes damage to the top of the vehicle according to the physical type, position and speed of the falling object; if so, control the airbag to open to cover the roof of the vehicle. 7.如权利要求6所述系统,其特征在于,所述雷达设置在所述车辆中部或后部,并沿所述车辆中线布置,所述雷达沿车身长度方向侦测角度范围为[-15°,+15°],沿车身宽度方向侦测角度范围为[-20°,+20°]。7. The system according to claim 6, wherein the radar is arranged in the middle or rear of the vehicle, and is arranged along the centerline of the vehicle, and the detection angle range of the radar along the length direction of the vehicle body is [-15 °,+15°], the detection angle range along the vehicle body width direction is [-20°,+20°]. 8.如权利要求6所述系统,其特征在于,所述ECU根据所述高空坠物的视频识别所述高空坠物的实物类型具体包括:8. The system according to claim 6, wherein the ECU identifying the physical type of the falling object according to the video of the falling object specifically comprises: 将所述高空坠物的视频转换成多张连续的图像;converting the video of the falling object into a plurality of consecutive images; 将所述多张连续的图像输入已训练好的图像分类深度学习网络,识别出所述高空坠物的实物类型。The multiple consecutive images are input into the trained image classification deep learning network to identify the physical type of the falling object. 9.如权利要求6所述系统,其特征在于,所述ECU根据所述高空坠物的实物类型、位置以及速度,判断所述高空坠物是否对所述车辆顶部构成伤害具体包括:9 . The system according to claim 6 , wherein the ECU determines whether the falling object causes damage to the top of the vehicle according to the physical type, position and speed of the falling object, which specifically includes: 10 . 根据所述高空坠物的实物类型,获取与所述高空坠物的实物类型对应的预估质量;According to the physical type of the falling object, obtain the estimated mass corresponding to the physical type of the falling object; 根据所述预估质量和所述高空坠物的速度,计算所述高空坠物经过所述车顶防护范围时的动能;According to the estimated mass and the speed of the falling object, calculate the kinetic energy of the falling object when it passes through the roof protection range; 当所述高空坠物经过所述车顶防护范围时的动能大于或者等于预设安全动能阈值,且所述高空坠物的位置在所述车顶防护范围内,判定所述高空坠物对所述车辆顶部构成伤害。When the kinetic energy of the falling object passing through the roof protection range is greater than or equal to a preset safe kinetic energy threshold, and the position of the falling object is within the roof protection range, it is determined that the falling object is not suitable for damage to the top of the vehicle. 10.一种汽车,其特征在于,所述汽车具有如权利要求6至权利要求9任一项所述的车辆保护系统。10. An automobile, characterized in that the automobile has the vehicle protection system according to any one of claims 6 to 9.
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