CN106169247B - Indoor positioning and micro-navigation system and method of parking garage based on vision and map - Google Patents
Indoor positioning and micro-navigation system and method of parking garage based on vision and map Download PDFInfo
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- CN106169247B CN106169247B CN201610635004.6A CN201610635004A CN106169247B CN 106169247 B CN106169247 B CN 106169247B CN 201610635004 A CN201610635004 A CN 201610635004A CN 106169247 B CN106169247 B CN 106169247B
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- G08G1/123—Traffic control systems for road vehicles indicating the position of vehicles, e.g. scheduled vehicles; Managing passenger vehicles circulating according to a fixed timetable, e.g. buses, trains, trams
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/10—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
- G01C21/12—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
- G01C21/16—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
- G01C21/165—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation combined with non-inertial navigation instruments
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- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/28—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network with correlation of data from several navigational instruments
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Abstract
Description
技术领域technical field
本发明涉及定位与导航领域,具体地,涉及一种基于视觉与地图的停车库室内定位与微导航系统及方法。The invention relates to the field of positioning and navigation, in particular, to an indoor positioning and micro-navigation system and method for parking garages based on vision and maps.
背景技术Background technique
城市停车库内由于缺乏地标性的参照物,用户在这样的环境中容易迷路。而由于停车库大多在地下(或地面室内),不在GPS信号的覆盖范围内,用户也难以借助GPS导航工具进行导航与定位。Due to the lack of landmark references in urban parking garages, users are easy to get lost in such an environment. However, since most of the parking garages are underground (or indoors on the ground) and not within the coverage of GPS signals, it is also difficult for users to use GPS navigation tools to navigate and locate.
目前,大多数的停车库都有指示标记引导用户停车完毕后离开停车库,而用户需要自行记住车辆停放位置的具体信息(如区域、车位号等),取车时方能够通过停车库内的指示标记找到自己停放的车辆。一旦用户遗忘车辆停放位置的信息,取车的复杂程度将大大提升。At present, most parking garages have signs to guide users to leave the parking garage after parking, and users need to remember the specific information of the parking location of the vehicle (such as area, parking space number, etc.), and can pass the parking garage when picking up the car. to find your parked vehicle. Once the user forgets the information of the parking location of the vehicle, the complexity of fetching the vehicle will be greatly increased.
经检索:Searched:
申请号为:201410730947.8,发明名称为:“一种室内导航系统及其精确定位的方法”提出的系统在室内复杂场景下实现精确导航,并声称相比现有的室内定位技术误差更小,上述专利申请中所涉及的系统需要假设服务器中心与若干无线AP,成本高昂,不适用于停车库的应用环境。The application number is: 201410730947.8, and the name of the invention is: "An indoor navigation system and a method for precise positioning thereof". The proposed system realizes precise navigation in complex indoor scenes, and claims that the error is smaller than the existing indoor positioning technology. The system involved in the patent application needs to assume a server center and several wireless APs, which is expensive and not suitable for the application environment of parking garage.
美国专利号为:US20140232569、US20140232570的这两项专利文献中提出,通过安装系统的设备与兼容的车辆建立数据连接,可以通过蓝牙等方式实现二者之间的联系互动。设备能够识别用户何时何地停泊车辆、通过车门打开信号或引擎熄灭信号记录位置并继续追踪用户移动等。同时,这两项专利还能利用设备自带的IMU等传感器实现追踪位置,当用户想要找到自己停泊的车辆时,可以向系统提出“找到车辆”的要求,由系统实现导航。该方案可以不借助GPS信号进行定位与导航,但需要汽车制造商支持该专利所涉及的系统,并非兼容所有车辆。此外,由于系统与车辆进行了捆绑,一旦用户丢失安装该系统的设备,用户的车辆也存在安全隐患。The two patent documents of US Patent Nos.: US20140232569 and US20140232570 propose that by establishing a data connection between a device in which the system is installed and a compatible vehicle, the connection and interaction between the two can be realized by means such as Bluetooth. The device can recognize when and where the user parks the vehicle, record the location with a door open signal or an engine off signal, and continue to track the user's movement. At the same time, these two patents can also use the IMU and other sensors that come with the device to track the location. When the user wants to find his parked vehicle, he can ask the system to "find the vehicle", and the system will realize the navigation. This solution can perform positioning and navigation without GPS signals, but requires car manufacturers to support the system covered by the patent, which is not compatible with all vehicles. In addition, since the system is bundled with the vehicle, once the user loses the device on which the system is installed, the user's vehicle also has potential safety hazards.
发明内容SUMMARY OF THE INVENTION
针对现有技术中的缺陷,本发明的目的是提供一种基于视觉与地图的停车库室内定位与微导航系统及方法。In view of the defects in the prior art, the purpose of the present invention is to provide an indoor positioning and micro-navigation system and method for parking garages based on vision and maps.
根据本发明提供的基于视觉与地图的停车库室内定位与微导航系统,包括:移动设备,服务器;The vision and map-based parking garage indoor positioning and micro-navigation system provided according to the present invention includes: a mobile device and a server;
所述移动设备安装有IMU传感器,用于实施感应用户的位置,下载或者调用车库地图,对用户的停车位置和取车时用户的起始位置进行定位,并根据用户位置和目的地位置生成至少一条路径;The mobile device is equipped with an IMU sensor, which is used to sense the user's position, download or call the garage map, locate the user's parking position and the user's starting position when picking up the car, and generate at least one according to the user's position and the destination position. a path;
所述服务器为远端服务器,内部存储有多个室内车库的地图,能够根据用户的请求提供车库地图下载服务。The server is a remote server, and internally stores a plurality of indoor garage maps, and can provide a garage map download service according to a user's request.
优选地,所述移动设备包括:能够安装系统App的智能手机、平板电脑。Preferably, the mobile device includes: a smart phone and a tablet computer capable of installing system App.
根据本发明提供的基于视觉与地图的停车库室内定位与微导航方法,包括如下步骤:According to the vision and map-based indoor positioning and micro-navigation method for parking garages provided by the present invention, the method includes the following steps:
停车步骤:当用户车辆行驶进入室内车库后,向服务器请求下载车库地图,或者调用已下载好的车库地图,寻找停车位停车,并拍摄停车位标识保存在移动设备中;Parking steps: When the user's vehicle enters the indoor garage, the user requests the server to download the garage map, or calls the downloaded garage map, finds the parking space for parking, and records the parking space logo and saves it in the mobile device;
取车步骤:用户进入车库准备取车时,拍摄所在位置的停车位或车库标识,移动设备根据用户的所摄标识确定起点位置,并根据停车时所摄停车位标识确定停车位位置,生成至少一条取车路径,为用户提供实时导航服务。Steps for picking up the car: When the user enters the garage to pick up the car, the parking space or garage sign at the location is photographed. The mobile device determines the starting point according to the user's photographed sign, and determines the parking space position according to the parking space sign photographed when parking, and generates at least one parking space. A pick-up route to provide users with real-time navigation services.
优选地,所述停车步骤包括:Preferably, the parking step includes:
车辆状态检测步骤:通过移动设备的GPS信号和通信基站的信号确定车辆驶入的停车库位置,即用于对停车库进行识别;Vehicle state detection step: determine the location of the parking garage where the vehicle enters by using the GPS signal of the mobile device and the signal of the communication base station, that is, to identify the parking garage;
车库地图下载步骤:向服务器发送车库地图下载请求,通过移动数据流量或者WiFi下载识别出的车库地图,保存在移动设备中;Garage map download steps: send a garage map download request to the server, download the identified garage map through mobile data traffic or WiFi, and save it in the mobile device;
车辆停放定位步骤:用户停车完毕后,通过移动设备拍摄对应停车位的标识,自动识别出用户的停车位置信息,并保存。Vehicle parking positioning steps: After the user finishes parking, the mobile device takes pictures of the sign corresponding to the parking space, automatically identifies the user's parking position information, and saves it.
优选地,所述取车步骤包括:Preferably, the step of taking the car includes:
导航起点定位步骤:用户取车时通过移动设备拍摄移动设备定位用户在车库内的位置,确定起点位置;Navigation starting point positioning steps: when the user picks up the car, the mobile device is used to shoot the mobile device to locate the user's position in the garage, and determine the starting point position;
路径规划步骤:根据用户起点位置和保存的停车位置信息,自动生成至少一条取车路径;Path planning step: automatically generate at least one pick-up path according to the user's starting point position and the saved parking position information;
导航步骤:用户选择任一取车路径,由移动设备的IMU传感器实时更新用户的当前位置,并为用户提供下一步的行径方向和到达停车位置的距离。Navigation step: The user selects any car pick-up path, and the IMU sensor of the mobile device updates the user's current position in real time, and provides the user with the next travel direction and the distance to the parking position.
优选地,还包括车库环境标识步骤:在车库的所有停车位处贴上车位编号,在用户入口处的地面或墙面上贴上提示标识;Preferably, it also includes a garage environment identification step: pasting the parking space numbers at all parking spaces in the garage, and pasting a prompt mark on the ground or wall at the user's entrance;
具体地,根据车库的布局进行区域划分,对每个区域内的停车位进行有规律的编号,若车库存在多个出入口的,则对每一个出入口进行编号。Specifically, the area is divided according to the layout of the garage, and the parking spaces in each area are regularly numbered. If there are multiple entrances and exits in the garage, each entrance and exit is numbered.
优选地,还包括:出车库导航步骤:当用户找到自己的车辆后,根据用户选择的出口自动生成出库路径,由移动设备的IMU传感器实时更新用户的当前位置,并提供下一步的行径方向和到达出口的距离。Preferably, the method further includes: a step of navigating out of the garage: when the user finds his vehicle, an exit path is automatically generated according to the exit selected by the user, the IMU sensor of the mobile device updates the user's current position in real time, and provides the next travel direction and the distance to the exit.
与现有技术相比,本发明具有如下的有益效果:Compared with the prior art, the present invention has the following beneficial effects:
本发明提供的基于视觉与地图的停车库室内定位与微导航系统能够不依赖GPS信号对用户停车位置进行定位,并结合移动设备所携带传感器进行导航,帮助用户在纷繁复杂的停车库环境中快速便捷准确地寻找到所停放的车辆。The vision and map-based parking garage indoor positioning and micro-navigation system provided by the present invention can locate the user's parking position without relying on GPS signals, and combine the sensors carried by the mobile device for navigation, helping the user to quickly navigate in the complex parking garage environment. Find your parked vehicle easily and accurately.
附图说明Description of drawings
通过阅读参照以下附图对非限制性实施例所作的详细描述,本发明的其它特征、目的和优点将会变得更明显:Other features, objects and advantages of the present invention will become more apparent by reading the detailed description of non-limiting embodiments with reference to the following drawings:
图1为本发明的定位与导航系统时序图;1 is a timing diagram of a positioning and navigation system of the present invention;
图2为检测车辆状态与地图下载的流程图;Fig. 2 is the flow chart of detecting vehicle state and map downloading;
图3为室内定位与导航的流程图。Figure 3 is a flowchart of indoor positioning and navigation.
具体实施方式Detailed ways
下面结合具体实施例对本发明进行详细说明。以下实施例将有助于本领域的技术人员进一步理解本发明,但不以任何形式限制本发明。应当指出的是,对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,还可以做出若干变化和改进。这些都属于本发明的保护范围。The present invention will be described in detail below with reference to specific embodiments. The following examples will help those skilled in the art to further understand the present invention, but do not limit the present invention in any form. It should be noted that, for those skilled in the art, several changes and improvements can be made without departing from the inventive concept. These all belong to the protection scope of the present invention.
本发明提供的基于视觉与地图的停车库室内定位与微导航系统,用于帮助用户在停车库中(无GPS环境下)寻找到自己停放的车辆,包括移动设备,服务器;The vision and map-based parking garage indoor positioning and micro-navigation system provided by the present invention is used to help users find their own parked vehicles in the parking garage (without GPS environment), including mobile devices and servers;
所述移动设备安装有IMU传感器,用于实施感应用户的位置,下载或者调用车库地图,对用户的停车位置和取车时用户的起始位置进行定位,并根据移动设备定位的用户位置和目的地位置生成至少一条路径;The mobile device is equipped with an IMU sensor, which is used to sense the user's position, download or call the garage map, locate the user's parking position and the user's starting position when picking up the car, and locate the user's position and purpose according to the mobile device. generate at least one path at the location;
所述服务器为远端服务器,内部存储有多个室内车库的地图,能够根据用户的请求提供车库地图下载服务。The server is a remote server, and internally stores a plurality of indoor garage maps, and can provide a garage map download service according to a user's request.
所述移动设备包括:能够安装系统App的智能手机、平板电脑。The mobile device includes: a smart phone and a tablet computer capable of installing system App.
根据本发明提供的基于视觉与地图的停车库室内定位与微导航方法,包括如下步骤:停车步骤和取车步骤;The vision and map-based indoor positioning and micro-navigation method for parking garages provided according to the present invention includes the following steps: a parking step and a car fetching step;
所述停车步骤包括:The parking step includes:
车辆状态检测步骤:通过移动设备的GPS信号和通信基站的信号确定车辆驶入的停车库位置,即用于对停车库进行识别,以获得对应停车库的车库地图;Vehicle state detection step: determine the location of the parking garage where the vehicle enters through the GPS signal of the mobile device and the signal of the communication base station, that is, to identify the parking garage to obtain a garage map corresponding to the parking garage;
车库地图下载步骤:向服务器发送车库地图下载请求,通过移动数据流量或者WiFi下载相应的车库地图,保存在移动设备中;若用户已提前下载相应的车库地图,则从移动设备中调用即可,无需重复下载;Garage map download steps: send a garage map download request to the server, download the corresponding garage map through mobile data traffic or WiFi, and save it in the mobile device; if the user has downloaded the corresponding garage map in advance, it can be called from the mobile device. No need for repeated downloads;
车辆停放定位步骤:用户停车完毕后,通过移动设备拍摄对应停车位的标识,自动识别出用户的停车位置信息,并保存;Vehicle parking positioning steps: After the user finishes parking, the mobile device is used to photograph the sign corresponding to the parking space, and the user's parking position information is automatically identified and saved;
所述取车步骤包括:The step of taking the car includes:
导航起点定位步骤:用户通过移动设备拍摄车库标识,移动设备识别出位置信息,确定起点位置;Navigation starting point positioning steps: the user shoots the garage logo through the mobile device, the mobile device recognizes the location information, and determines the starting point position;
路径规划步骤:根据用户起点位置和保存的停车位置信息,自动生成多条取车路径;Path planning steps: According to the user's starting point position and the saved parking position information, multiple car pickup paths are automatically generated;
导航步骤:用户选择任一取车路径,由移动设备的IMU传感器实时更新用户的当前位置,并为用户提供下一步的行径方向和到达停车位置的距离。Navigation step: The user selects any car pick-up path, and the IMU sensor of the mobile device updates the user's current position in real time, and provides the user with the next travel direction and the distance to the parking position.
基于视觉与地图的停车库室内定位与微导航方法,还包括出车库导航步骤:当用户找到自己的车辆后,根据用户选择的出口自动生成出库路径,由移动设备的IMU传感器实时更新用户的当前位置,并提供下一步的行径方向和到达出口的距离。The parking garage indoor positioning and micro-navigation method based on vision and map also includes the step of leaving the garage: when the user finds his vehicle, the exit path is automatically generated according to the exit selected by the user, and the IMU sensor of the mobile device updates the user's information in real time. The current position, and provide the next travel direction and the distance to the exit.
所述基于视觉与地图的停车库室内定位与微导航方法,还包括车库环境标识步骤:在车库的所有停车位处贴上车位编号,在用户入口处的地面或墙面上贴上提示标识,具体地,根据车库的布局进行区域划分,对每个区域内的停车位进行有规律的编号,若车库存在多个出入口的,则对每一个出入口进行编号。The method for indoor positioning and micro-navigation of parking garages based on vision and maps further includes the steps of identifying the garage environment: pasting the parking space numbers on all parking spaces in the garage, and pasting prompt signs on the ground or wall at the user's entrance, Specifically, the area is divided according to the layout of the garage, and the parking spaces in each area are regularly numbered. If there are multiple entrances and exits in the garage, each entrance and exit is numbered.
具体地,本发明目的在于使得用户在返回停车库取车时,仅依靠停车库地面或墙面上的标记物、手中的移动设备及其附带的摄像功能和本发明的图像处理算法而确定车辆的具体位置,并根据移动设备自带的IMU等传感器进行导航,从而让用户能够精准快捷地寻回停放的车辆。Specifically, the purpose of the present invention is to make the user, when returning to the parking garage to pick up the car, only rely on the markers on the floor or wall of the parking garage, the mobile device in his hand and its accompanying camera function and the image processing algorithm of the present invention to determine the vehicle According to the specific location of the mobile device, and navigate according to the sensors such as the IMU that comes with the mobile device, so that the user can accurately and quickly retrieve the parked vehicle.
为了实现上述目的,本发明所采用的系统包括检测车辆状态、地图下载、车辆停放定位、导航起点定位、路径规划与导航这六个部分。In order to achieve the above objects, the system adopted by the present invention includes six parts: vehicle status detection, map download, vehicle parking positioning, navigation starting point positioning, path planning and navigation.
其中检测车辆状态部分,可以结合移动设备的GPS定位功能,确定车辆是否靠近停车库,再由GPS信号的强弱判断车辆是否驶入车库。如果发现车辆驶入车库后,系统会准备开始地图下载。The vehicle status detection part can be combined with the GPS positioning function of the mobile device to determine whether the vehicle is approaching the parking garage, and then judge whether the vehicle enters the garage by the strength of the GPS signal. If the vehicle is found to be in the garage, the system will prepare to start the map download.
地图下载部分,当系统检测到车辆驶入停车库时,会根据检测车辆状态时的GPS定位信息,判断车辆驶入的是哪一个停车库,并从数据库中下载相应的停车库地图。In the map download part, when the system detects that the vehicle has entered the parking garage, it will determine which parking garage the vehicle is entering according to the GPS positioning information when the vehicle status is detected, and download the corresponding parking garage map from the database.
车辆停放定位部分,当用户将车辆停放在停车库中完毕后,系统可以根据用户拍摄的照片确定车辆停放的具体位置。In the vehicle parking positioning part, after the user parks the vehicle in the parking garage, the system can determine the specific location of the vehicle parking according to the photos taken by the user.
导航起点定位部分,与车辆停放定位部分相似,当用户回到停车库取车时,系统可以根据用户拍摄的照片确定用户当前的位置。The navigation starting point positioning part is similar to the vehicle parking positioning part. When the user returns to the parking garage to pick up the car, the system can determine the user's current location according to the photo taken by the user.
路径规划部分,根据定位数据与停车库地图规划出一条路线,为导航做准备。In the path planning part, a route is planned according to the positioning data and the parking garage map to prepare for navigation.
导航部分,根据路径规划部分所制定的路线,结合移动设备附带的传感器,实时告知用户行进的方向,直至最后寻回车辆。The navigation part, based on the route made by the path planning part, combined with the sensors attached to the mobile device, informs the user of the direction of travel in real time until the vehicle is finally retrieved.
实施例1Example 1
本实施例提供一种基于视觉与地图的停车库室内定位与微导航系统。This embodiment provides an indoor positioning and micro-navigation system for parking garages based on vision and maps.
该系统涉及到用户、移动设备、服务器和停车库四个部分。如图1所示,停车库需要提供停车库的地图,并且需要在停车位及入口处设有显著标识,例如在停车位的地上表明停车位号码,并在行人入口处贴有入口序号即可;服务器负责存储各个停车库的地图,供移动设备调用;用户需要在停车时及取车时拍摄停车库的标识,并依照移动设备提供的导航路线移动自己的位置;移动设备从服务器获取地图,从用户获取所拍摄的标识,计算出停车位与取车位之后向用户提供路线,并根据用户的移动实时更新当前用户的位置。The system involves four parts: users, mobile devices, servers and parking garages. As shown in Figure 1, the parking garage needs to provide a map of the parking garage, and it needs to have obvious signs at the parking space and the entrance. For example, the parking space number should be indicated on the ground of the parking space, and the entrance serial number should be posted at the pedestrian entrance. ;The server is responsible for storing the maps of each parking garage for the mobile device to call; the user needs to take pictures of the identification of the parking garage when parking and picking up the car, and move his position according to the navigation route provided by the mobile device; the mobile device obtains the map from the server, Obtain the photographed signs from the user, calculate the parking space and the parking space and provide the user with a route, and update the current user's position in real time according to the user's movement.
图1还给出了以上功能具体实施的时序,停车库提供地图由服务器存储,移动设备从服务器获取地图。停车库提供标识供用户拍摄,移动设备获取标识后计算位置并给用户提供行进路线,用户根据路线移动自己的位置,移动设备根据用户的移动实时更新当前位置并进行导航。Figure 1 also shows the specific implementation sequence of the above functions. The map provided by the parking garage is stored by the server, and the mobile device obtains the map from the server. The parking garage provides signs for the user to photograph. The mobile device obtains the sign and calculates the location and provides the user with a travel route. The user moves his position according to the route, and the mobile device updates the current position in real time and navigates according to the user's movement.
本发明所采用的系统包括检测车辆状态、地图下载、车辆停放定位、导航起点定位、路径规划与导航这六个部分。The system adopted by the present invention includes six parts: vehicle status detection, map download, vehicle parking positioning, navigation starting point positioning, path planning and navigation.
其中检测车辆状态部分,可以结合移动设备的GPS定位功能,确定车辆是否靠近停车库,再由GPS信号的强弱判断车辆是否驶入车库。如果发现车辆驶入车库后,系统会准备开始地图下载。The vehicle status detection part can be combined with the GPS positioning function of the mobile device to determine whether the vehicle is approaching the parking garage, and then judge whether the vehicle enters the garage by the strength of the GPS signal. If the vehicle is found to be in the garage, the system will prepare to start the map download.
地图下载部分,当系统检测到车辆驶入停车库时,会根据检测车辆状态时的GPS定位信息,判断车辆驶入的是哪一个停车库,并从数据库中下载相应的停车库地图。如果发现移动设备中已经存有该停车库的地图则不进行下载。In the map download part, when the system detects that the vehicle has entered the parking garage, it will determine which parking garage the vehicle is entering according to the GPS positioning information when the vehicle status is detected, and download the corresponding parking garage map from the database. If it is found that a map of the parking garage already exists in the mobile device, it will not be downloaded.
车辆停放定位部分,当用户将车辆停放在停车库中完毕后,用户需要在车辆停放位置处使用移动设备拍摄一张停车库的地面或墙面标识,由系统根据图像特征匹配与室内定位等算法计算出车辆停放的位置,并存储在系统中。In the vehicle parking positioning part, after the user parks the vehicle in the parking garage, the user needs to use the mobile device to take a picture of the parking garage ground or wall sign at the parking position of the vehicle, and the system matches and indoor positioning algorithms according to the image features. The position where the vehicle is parked is calculated and stored in the system.
导航起点定位部分,与车辆停放定位部分相似,当用户回到停车库取车时,需要拍摄一张当前所在位置停车库的地面或墙面标识,由系统根据图像特征匹配与室内定位等算法计算出用户当前的位置,并存储在系统中为路径规划做准备。The navigation starting point positioning part is similar to the vehicle parking positioning part. When the user returns to the parking garage to pick up the car, he needs to take a picture of the ground or wall sign of the parking garage at the current location, and the system calculates according to the algorithm of image feature matching and indoor positioning. The current location of the user is displayed and stored in the system to prepare for path planning.
路径规划部分,根据车辆停放定位部分和导航起点定位部分所获得的起讫点数据与停车库地图,根据路径规划算法规划出一条路线,显示在移动设备上,并为导航做准备。The path planning part, according to the starting and ending point data and the parking garage map obtained by the vehicle parking positioning part and the navigation starting point positioning part, plans a route according to the path planning algorithm, displays it on the mobile device, and prepares for navigation.
导航部分,根据路径规划部分所制定的路线,结合移动设备附带的IMU等传感器,实时计算出用户当前的位置,并通过图像以及语音实时告知用户行进的方向,直至最后寻回车辆,导航结束。The navigation part calculates the user's current position in real time according to the route made by the path planning part, combined with sensors such as the IMU attached to the mobile device, and informs the user of the direction of travel in real time through images and voice until the vehicle is finally retrieved and the navigation is over.
图2给出了检测车辆状态及地图下载的流程图。如图2所示,当车辆行进过程中系统会不断搜索GPS信号并更新车辆当前位置。由于在室外移动设备能够接收到GPS信号,而当车辆进入地下之后GPS信号便会丢失,因此判断如果丢失GPS信号超过两分钟则认为进入地下,此时记录下最后一次接收到GPS信号的位置,在该位置附近搜索停车库,若无停车库,则有可能车辆进入隧道等地方,不进行地图下载。若GPS信号丢失位置附近恰有停车库,则可以判断车辆已经驶入该停车库,则立刻进行停车库地图下载。Figure 2 shows the flow chart of vehicle status detection and map download. As shown in Figure 2, when the vehicle is traveling, the system will continuously search for GPS signals and update the current position of the vehicle. Since the GPS signal can be received by the outdoor mobile device, and the GPS signal will be lost when the vehicle enters the underground, it is judged that if the GPS signal is lost for more than two minutes, it is considered to enter the underground. Search for a parking garage near the location. If there is no parking garage, the vehicle may enter a tunnel, etc., and the map download will not be performed. If there is a parking garage near the location where the GPS signal is lost, it can be determined that the vehicle has entered the parking garage, and the parking garage map is downloaded immediately.
图3给出的是室内定位及导航部分的流程图。首先用户在停车位置拍摄车位附近的标识,例如地面上表示车位的数字等。系统根据下载的停车库地图和所拍摄照片进行比对分析,确定照片中标识所在的位置,作为停车位置。当用户返回取车时,拍摄一张停车库入口处的标识(在停车库内部任意位置拍摄车位标识也等效),系统再根据地图与所拍摄照片确定用户当前所在的位置,作为起始位置。系统根据起始位置、停车位置、停车库地图以及路径规划算法计算出寻回车辆的最佳路径,标示在地图上,供用户使用。用户根据地图行进时,系统会采集移动设备的IMU等传感器的数据,实时计算用户当前所在的位置,并更新到地图上,直至导航完成。Figure 3 shows the flow chart of the indoor positioning and navigation part. First, the user photographs the signs near the parking space at the parking position, such as the numbers on the ground representing the parking spaces. The system compares and analyzes the downloaded parking garage map with the photos taken, and determines the location of the logo in the photo as the parking location. When the user returns to pick up the car, take a picture of the sign at the entrance of the parking garage (it is equivalent to photographing the parking space sign at any position inside the parking garage), and the system determines the current location of the user according to the map and the photographed photo as the starting position . The system calculates the best path to retrieve the vehicle according to the starting position, parking position, parking garage map and path planning algorithm, and marks it on the map for users to use. When the user travels according to the map, the system will collect data from sensors such as the IMU of the mobile device, calculate the user's current location in real time, and update it on the map until the navigation is completed.
以上对本发明的具体实施例进行了描述。需要理解的是,本发明并不局限于上述特定实施方式,本领域技术人员可以在权利要求的范围内做出各种变化或修改,这并不影响本发明的实质内容。在不冲突的情况下,本申请的实施例和实施例中的特征可以任意相互组合。Specific embodiments of the present invention have been described above. It should be understood that the present invention is not limited to the above-mentioned specific embodiments, and those skilled in the art can make various changes or modifications within the scope of the claims, which do not affect the essential content of the present invention. The embodiments of the present application and features in the embodiments may be combined with each other arbitrarily, provided that there is no conflict.
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