WO2021046714A1 - Line-of-sight distance determination method, apparatus, electronic device, medium, and program product - Google Patents

Line-of-sight distance determination method, apparatus, electronic device, medium, and program product Download PDF

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WO2021046714A1
WO2021046714A1 PCT/CN2019/105148 CN2019105148W WO2021046714A1 WO 2021046714 A1 WO2021046714 A1 WO 2021046714A1 CN 2019105148 W CN2019105148 W CN 2019105148W WO 2021046714 A1 WO2021046714 A1 WO 2021046714A1
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distance
mobile device
access point
line
predetermined point
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PCT/CN2019/105148
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French (fr)
Chinese (zh)
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马万里
张洁
王力
博芬西彭·丹尼尔
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西门子股份公司
西门子(中国)有限公司
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management

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Abstract

Provided are a line-of-sight distance determination method, apparatus, electronic device, medium, and program product. The method comprises: measuring a first distance between a mobile device at a predetermined point on a pre-planned path in a target site and each of all access points associated with the mobile device; on the basis of location information of the mobile device at the predetermined point and the location information of each access point among all the access points associated with the mobile device, calculating for each access point a second distance between the mobile device and the access point; and for each access point, comparing the first distance obtained by measurement with the second distance obtained by calculation, respectively; if the difference between the first distance and the second distance is greater than a predetermined threshold, then determining that there is no line of sight between the mobile device at the predetermined point and the access point; otherwise, determining that there is a line of sight between the mobile device at the predetermined point and the access point.

Description

视线距确定方法、装置、电子设备、介质以及程序产品Method, device, electronic equipment, medium and program product for determining line-of-sight distance 技术领域Technical field
本公开通常涉及无线通信技术领域,更具体地,涉及视线距确定方法、装置、电子设备、介质以及程序产品。The present disclosure generally relates to the field of wireless communication technologies, and more specifically, to methods, devices, electronic devices, media, and program products for determining the line-of-sight distance.
背景技术Background technique
室内环境(例如工厂或者办公环境)中的无线通信,通常受到多径传播的影响,这会导致频率选择性衰落,并且在采用移动客户端的情况下会导致时变衰落。Wireless communication in an indoor environment (such as a factory or office environment) is usually affected by multipath propagation, which can lead to frequency selective fading and, in the case of mobile clients, time-varying fading.
以工厂作为示例,无线信号会极大地受到工厂内部的一些大型设备或者物料、箱子和金属架的影响。这会在以下几个方面影响无线系统的性能:Taking the factory as an example, the wireless signal will be greatly affected by some large equipment or materials, boxes and metal frames inside the factory. This will affect the performance of the wireless system in the following aspects:
· 无线通信系统对噪声和干扰的敏感度增加,导致更高的包出错率和/或更低的吞吐量。· The increased sensitivity of wireless communication systems to noise and interference results in higher packet error rates and/or lower throughput.
· 无线定位系统的精确度下降,尤其是在客户端和接入点之间不存在直接视线距(line-of-sight,LOS)的情况下。· The accuracy of the wireless positioning system decreases, especially when there is no line-of-sight (LOS) between the client and the access point.
基于IEEE 802.11-2016标准化的精细定时测量(Fine Timing Measurement,FTM)的Wi-Fi定位对于室内定位业务提供了米级的精度。通过测量无线信号从一个Wi-Fi设备行进至另一个Wi-Fi设备所花费的时间可以确定这两个Wi-Fi设备之间的距离。通过测量客户端和在已知位置的几个接入点之间的距离,可以通过多点定位技术来导出客户端位置。Wi-Fi positioning based on the IEEE 802.11-2016 standardized fine timing measurement (Fine Timing Measurement, FTM) provides meter-level accuracy for indoor positioning services. The distance between the two Wi-Fi devices can be determined by measuring the time it takes for the wireless signal to travel from one Wi-Fi device to another Wi-Fi device. By measuring the distance between the client and several access points at known locations, the location of the client can be derived through multipoint positioning technology.
由于距离测量是基于无线信号的往返飞行时间来进行的,在不存在LOS传播路径的情况下可能会产生不准确的结果,在这种情况下测量的是间接传播路径的距离。Since the distance measurement is based on the round-trip flight time of the wireless signal, inaccurate results may be produced when there is no LOS propagation path. In this case, the distance of the indirect propagation path is measured.
发明内容Summary of the invention
在下文中给出关于本发明的简要概述,以便提供关于本发明的某些方面的基本理解。应当理解,这个概述并不是关于本发明的穷举性概述。它 并不是意图确定本发明的关键或重要部分,也不是意图限定本发明的范围。其目的仅仅是以简化的形式给出某些概念,以此作为稍后论述的更详细描述的前序。A brief overview of the present invention is given below in order to provide a basic understanding of certain aspects of the present invention. It should be understood that this summary is not an exhaustive summary of the present invention. It is not intended to determine the key or important part of the present invention, nor is it intended to limit the scope of the present invention. Its purpose is simply to present some concepts in a simplified form as a prelude to the more detailed description that will be discussed later.
鉴于上述,本公开提出了一种本公开提出了使用移动设备(例如AGV(Automated Guided Vehicle,自动导引运输车))以及无线距离测量方法(例如FTM(Fine Timing Measurement,精细定时测量))来自动得到客户端与接入点之间的LOS/NLOS映射的方法。In view of the above, the present disclosure proposes a mobile device (such as AGV (Automated Guided Vehicle)) and a wireless distance measurement method (such as FTM (Fine Timing Measurement)). Automatically obtain the LOS/NLOS mapping method between the client and the access point.
根据本公开的一个方面,提供了确定视线距的方法,包括:第一距离测量步骤:测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离;第二距离计算步骤:基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点分别计算所述移动设备与该接入点之间的第二距离;以及视线距确定步骤:对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,在所述第一距离与所述第二距离之间的差大于预定阈值的情况下,确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。According to one aspect of the present disclosure, there is provided a method for determining the line-of-sight distance, including: a first distance measurement step: measuring a mobile device at a predetermined point on a pre-planned path in a target site and a mobile device associated with the mobile device The first distance between each of all access points; the second distance calculation step: based on the location information of the mobile device at the predetermined point and all the access points associated with the mobile device For each access point’s location information, the second distance between the mobile device and the access point is calculated for each access point; and the line-of-sight distance determination step: For each access point, the second distance between the mobile device and the access point is calculated separately. The measured first distance is compared with the calculated second distance, and if the difference between the first distance and the second distance is greater than a predetermined threshold, it is determined to be at the predetermined point There is no line-of-sight distance between the mobile device at the predetermined point and the access point, otherwise it is determined that there is a line-of-sight distance between the mobile device at the predetermined point and the access point.
通过这样的方式,可以确定移动设备在目标区域内某一个点处和与其相关联的接入点之间的是否存在视线距。In this way, it can be determined whether there is a line-of-sight distance between the mobile device at a certain point in the target area and its associated access point.
可选地,在上述方面的一个示例中,在所述第一距离测量步骤之前,所述方法还包括:地图建立步骤:控制移动设备对目标场地进行扫描来建立所述目标场地的地图,并在所述地图上标记所述目标场地中部署的所有接入点的位置信息。Optionally, in an example of the above aspect, before the first distance measurement step, the method further includes: a map establishment step: controlling a mobile device to scan the target site to create a map of the target site, and Mark the location information of all the access points deployed in the target site on the map.
以这样的方式,可以获得目标场地的地图,并且可以在地图中标记所有接入点的位置信息。在目标场地的环境发生变化的情况下,通过重新对目标场地进行扫描,可以及时更新目标场地的地图。除此以外,也可以周期性对目标场地进行扫描,以获得目标场地的实时地图。In this way, a map of the target site can be obtained, and the location information of all access points can be marked in the map. When the environment of the target site changes, by rescanning the target site, the map of the target site can be updated in time. In addition, the target site can also be scanned periodically to obtain a real-time map of the target site.
可选地,在上述方面的一个示例中,所述方法还包括:移动控制步骤:控制所述移动设备在所述目标场地内的预先规划的路径上依次移动至下一 个预定点,针对每一个预定点重复执行所述第一距离测量步骤、所述第二距离计算步骤和所述视线距确定步骤,直到所述移动设备遍历了所有的预定点。Optionally, in an example of the above aspect, the method further includes: a movement control step: controlling the mobile device to sequentially move on a pre-planned path in the target site to the next predetermined point, for each The predetermined point repeatedly executes the first distance measurement step, the second distance calculation step, and the line-of-sight distance determination step until the mobile device traverses all the predetermined points.
以这样的方式,可以对目标场地中预先规划的路径上的所有预定点进行遍历,并且通过调整预定点之间的距离,可以调整目标场地中的预定点的精度,从而可以获得更加精细的视线距与非视线距信息映射表。In this way, all the predetermined points on the pre-planned path in the target site can be traversed, and by adjusting the distance between the predetermined points, the accuracy of the predetermined points in the target site can be adjusted, so that a more refined line of sight can be obtained Distance and non-line-of-sight distance information mapping table.
可选地,在上述方面的一个示例中,还包括映射表构建步骤:将所述预先规划的路径上的每一个预定点和与该预定点所关联的所有接入点之间的是否存在视线距存储为一个映射表。Optionally, in an example of the above aspect, a mapping table construction step is further included: whether there is a line of sight between each predetermined point on the pre-planned path and all the access points associated with the predetermined point. The distance is stored as a mapping table.
以这样的方式,可以方便的查询移动设备在某个预定点处和与其相关联的接入点之间的LOS/NLOS的映射关系。In this way, it is possible to conveniently query the LOS/NLOS mapping relationship between the mobile device at a certain predetermined point and the access point associated with it.
可选地,在上述方面的一个示例中,所述移动设备是AGV,所述AGV能够执行FTM距离测量,其中,所述第一距离是采用FTM测量得到的。Optionally, in an example of the above aspect, the mobile device is an AGV, and the AGV can perform FTM distance measurement, wherein the first distance is obtained by using FTM measurement.
可选地,在上述方面的一个示例中,所述AGV具有SLAM(同时定位与建图)功能,其中,所述移动设备在一个预定点的位置信息是采用SLAM确定的。SLAM能够为AGV提供较为精确的实时位置信息,并允许其他应用程序可以获取这部分信息。Optionally, in an example of the above aspect, the AGV has a SLAM (simultaneous positioning and mapping) function, wherein the position information of the mobile device at a predetermined point is determined by using SLAM. SLAM can provide more accurate real-time location information for AGV, and allows other applications to obtain this information.
以这样的方式,通过AGV扫描所生成的地图可以提供比较精确的定位,总的误差一般仅在米级;AGV可以自动完成整个映射过程,几乎无需人为干预;可以在初始阶段在目标区域中进行一次映射,来得到目标区域的LOS/NLOS映射,也可以在AGV正常操作期间持续更新这个映射。通过SLAM技术或其他精确定位机制进行准确的自定位,利用一些简单的坐标转换算法和FTM技术,可以容易地输出针对每一个点和距离该点无线范围内的每一个AP之间的LOS/NLOS信息,来自动完成整个映射过程。In this way, the map generated by the AGV scan can provide more accurate positioning, and the total error is generally only at the meter level; the AGV can automatically complete the entire mapping process without human intervention; it can be performed in the target area at the initial stage One mapping is used to obtain the LOS/NLOS mapping of the target area, and this mapping can also be continuously updated during the normal operation of the AGV. Using SLAM technology or other precise positioning mechanisms for accurate self-positioning, using some simple coordinate conversion algorithms and FTM technology, you can easily output the LOS/NLOS between each point and each AP within the wireless range from that point Information to automate the entire mapping process.
根据本公开的另一方面,提供了确定视线距的装置,包括:第一距离测量单元,所述第一距离测量单元被配置为测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离;第二距离计算单元,所述第二距离计算单元被配置为基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点 计算所述移动设备与该接入点之间的第二距离;以及视线距确定单元,所述视线距确定单元被配置为对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,如果所述第一距离与所述第二距离之间的差大于预定阈值,则确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。According to another aspect of the present disclosure, there is provided an apparatus for determining the line-of-sight distance, including: a first distance measuring unit configured to measure a distance at a predetermined point on a pre-planned path in a target site A first distance between a mobile device and each of all access points associated with the mobile device; a second distance calculation unit configured to be based on the mobile device At the location information of the predetermined point and the location information of each access point among all the access points associated with the mobile device, the distance between the mobile device and the access point is calculated for each access point. A second distance; and a line-of-sight distance determining unit, the line-of-sight distance determining unit is configured to compare the first distance measured for each access point with the second distance calculated for each access point, If the difference between the first distance and the second distance is greater than a predetermined threshold, it is determined that there is no line-of-sight distance between the mobile device at the predetermined point and the access point, otherwise it is determined that the There is a line-of-sight distance between the mobile device and the access point.
可选地,在上述方面的一个示例中,所述确定视线距的装置还包括:一个地图建立单元,所述地图建立单元被配置为控制移动设备对目标场地进行扫描来建立所述目标场地的地图,并在所述地图上标记所述目标场地中部署的所有接入点的位置信息。Optionally, in an example of the above aspect, the device for determining the line-of-sight distance further includes: a map establishing unit configured to control the mobile device to scan the target site to establish the target site A map, and mark the location information of all the access points deployed in the target site on the map.
可选地,在上述方面的一个示例中,所述确定视线距的装置还包括:一个移动控制单元,所述移动控制单元控制所述移动设备在所述目标场地内的预先规划的路径上依次移动至下一个预定点,直到所述移动设备遍历了所有的预定点。Optionally, in an example of the foregoing aspect, the device for determining the line-of-sight distance further includes: a movement control unit, which controls the mobile device to move sequentially on a pre-planned path in the target site Move to the next predetermined point until the mobile device has traversed all the predetermined points.
可选地,在上述方面的一个示例中,所述确定视线距的装置还包括:一个映射表构建单元,所述映射表构建单元被配置为将所述预先规划的路径上的每一个预定点和与该预定点所关联的所有接入点之间的是否存在视线距存储为一个映射表。Optionally, in an example of the above aspect, the device for determining the line-of-sight distance further includes: a mapping table construction unit configured to calculate each predetermined point on the pre-planned path Whether there is a line-of-sight distance between all access points associated with the predetermined point is stored as a mapping table.
可选地,在上述方面的一个示例中,所述移动设备是AGV,所述AGV能够执行FTM距离测量,所述第一距离是使用FTM来测量得到的。Optionally, in an example of the foregoing aspect, the mobile device is an AGV, the AGV can perform FTM distance measurement, and the first distance is measured using FTM.
可选地,在上述方面的一个示例中,所述AGV具有同时SLAM功能,其中,所述移动设备在一个预定点的位置信息是采用SLAM确定的。Optionally, in an example of the foregoing aspect, the AGV has a simultaneous SLAM function, wherein the position information of the mobile device at a predetermined point is determined by using SLAM.
根据本公开的另一方面,提供了电子设备,包括:至少一个处理器;以及与所述至少一个处理器耦合的一个存储器,所述存储器用于存储指令,当所述指令被所述至少一个处理器执行时,使得所述处理器执行如上所述的导航方法。According to another aspect of the present disclosure, there is provided an electronic device, including: at least one processor; and a memory coupled with the at least one processor, the memory is used to store instructions, when the instructions are used by the at least one When the processor is executed, the processor is caused to execute the navigation method as described above.
根据本公开的另一方面,提供了一种非暂时性机器可读存储介质,其存储有可执行指令,所述指令当被执行时使得所述机器执行如上所述的导航方法。According to another aspect of the present disclosure, there is provided a non-transitory machine-readable storage medium that stores executable instructions that when executed cause the machine to perform the navigation method as described above.
根据本公开的另一方面,提供了一种计算机程序,包括计算机可执行 指令,所述计算机可执行指令在被执行时使至少一个处理器执行如上所述的导航方法。According to another aspect of the present disclosure, there is provided a computer program including computer-executable instructions that, when executed, cause at least one processor to perform the navigation method as described above.
根据本公开的另一方面,提供了一种计算机程序产品,所述计算机程序产品被有形地存储在计算机可读介质上并且包括计算机可执行指令,所述计算机可执行指令在被执行时使至少一个处理器执行如上所述的导航方法。According to another aspect of the present disclosure, there is provided a computer program product that is tangibly stored on a computer-readable medium and includes computer-executable instructions that, when executed, cause at least A processor executes the navigation method as described above.
附图说明Description of the drawings
参照下面结合附图对本发明实施例的说明,会更加容易地理解本发明的以上和其它目的、特点和优点。附图中的部件只是为了示出本发明的原理。在附图中,相同的或类似的技术特征或部件将采用相同或类似的附图标记来表示。The above and other objects, features and advantages of the present invention will be more easily understood with reference to the following description of the embodiments of the present invention in conjunction with the accompanying drawings. The components in the drawings are only to illustrate the principle of the present invention. In the drawings, the same or similar technical features or components will be represented by the same or similar reference numerals.
图1是示出了根据本公开的一个实施例的确定视线距的方法的示例性过程的流程图;FIG. 1 is a flowchart showing an exemplary process of a method for determining a line-of-sight distance according to an embodiment of the present disclosure;
图2示意性示出了移动设备在目标场地内预先规划的一条路径;Figure 2 schematically shows a pre-planned path of the mobile device in the target site;
图3是示出了根据本公开的一个实施例的确定视线距的装置的示例性配置的框图;以及FIG. 3 is a block diagram showing an exemplary configuration of an apparatus for determining line-of-sight distance according to an embodiment of the present disclosure; and
图4示出了根据本公开的实施例的确定视线距的电子设备的方框图。附图标记FIG. 4 shows a block diagram of an electronic device for determining the line-of-sight distance according to an embodiment of the present disclosure. Reference number
100:确定视线距的方法         S101、S102、S104、S106、S108100: Method to determine the line-of-sight distance S101, S102, S104, S106, S108
                              S110:步骤S110: Steps
200:预先规划的路径           p1、p2…p6…pn:n个预定点200: Pre-planned path p1, p2...p6...pn: n predetermined points
202:移动设备                 300:确定视线距的装置202: Mobile equipment 300: Device for determining the line-of-sight distance
302:第一距离测量单元         304:第二距离测量单元302: The first distance measurement unit 304: The second distance measurement unit
306:视线距确定单元           301:地图建立单元306: Sight distance determination unit 301: Map creation unit
308:移动控制单元             310:映射表构建单元308: Mobile control unit 310: Mapping table building unit
400:电子设备                 402:处理器400: Electronic equipment 402: Processor
404:存储器404: memory
具体实施方式detailed description
现在将参考示例实施方式讨论本文描述的主题。应该理解,讨论这些实施方式只是为了使得本领域技术人员能够更好地理解从而实现本文描述的主题,并非是对权利要求书中所阐述的保护范围、适用性或者示例的限制。可以在不脱离本公开内容的保护范围的情况下,对所讨论的元素的功能和排列进行改变。各个示例可以根据需要,省略、替代或者添加各种过程或组件。例如,所描述的方法可以按照与所描述的顺序不同的顺序来执行,以及各个步骤可以被添加、省略或者组合。另外,相对一些示例所描述的特征在其它例子中也可以进行组合。The subject matter described herein will now be discussed with reference to example embodiments. It should be understood that the discussion of these embodiments is only to enable those skilled in the art to better understand and realize the subject described herein, and is not to limit the scope of protection, applicability, or examples set forth in the claims. The function and arrangement of the discussed elements can be changed without departing from the scope of protection of the present disclosure. Various examples can omit, replace, or add various procedures or components as needed. For example, the described method may be executed in a different order from the described order, and various steps may be added, omitted, or combined. In addition, features described with respect to some examples can also be combined in other examples.
如本文中使用的,术语“包括”及其变型表示开放的术语,含义是“包括但不限于”。术语“基于”表示“至少部分地基于”。术语“一个实施例”和“一实施例”表示“至少一个实施例”。术语“另一个实施例”表示“至少一个其他实施例”。术语“第一”、“第二”等可以指代不同的或相同的对象。下面可以包括其他的定义,无论是明确的还是隐含的。除非上下文中明确地指明,否则一个术语的定义在整个说明书中是一致的。As used herein, the term "including" and its variations mean open terms, meaning "including but not limited to." The term "based on" means "based at least in part on." The terms "one embodiment" and "an embodiment" mean "at least one embodiment." The term "another embodiment" means "at least one other embodiment." The terms "first", "second", etc. may refer to different or the same objects. Other definitions can be included below, whether explicit or implicit. Unless clearly indicated in the context, the definition of a term is consistent throughout the specification.
本公开提出了一种用于确定针对每个可能的客户端位置和每个接入点(Access Point,AP)之间是视线距(line-of-sight,LOS)还是非视线距(non-line-of-sight,NLOS)的映射指示的方法。The present disclosure proposes a method for determining whether the line-of-sight (LOS) or non-line-of-sight (LOS) distance between each possible client location and each access point (Access Point, AP) is Line-of-sight (NLOS) mapping indication method.
如果可以预先知道在客户端和给定接入点之间是否存在LOS路径具有很大的益处。例如,这样的知识可以用于:It is of great benefit to know in advance whether there is a LOS path between the client and a given access point. For example, such knowledge can be used to:
· 通过给在LOS链路上的距离测量比在NLOS链路上的距离测量分配更高的权重,可以增大在基于FTM的无线定位系统或其他无线定位系统中定位的精确度。· By assigning a higher weight to the distance measurement on the LOS link than the distance measurement on the NLOS link, the accuracy of positioning in the FTM-based wireless positioning system or other wireless positioning systems can be increased.
· 可以改变无线通信链路的通信参数,例如减小数据速率、改变冗余机制或者激活/去激活MIMO。· You can change the communication parameters of the wireless communication link, such as reducing the data rate, changing the redundancy mechanism, or activating/deactivating MIMO.
· 可以调整切换策略,例如将客户端的关联AP改变为可以提供LOS连接的AP(或者,相反地,改变为不存在LOS的AP,因为丰富的散射信道可以使得多输入多输出(Multiple input multiple output,MIMO)通信尤其有效)。· You can adjust the switching strategy, for example, change the client's associated AP to an AP that can provide LOS connections (or, conversely, change to an AP without LOS, because the rich scattering channels can make multiple input multiple output , MIMO) communication is particularly effective).
· 还可以帮助提高室内定位的精确度,和/或实现更有效和可靠的无线通信。· It can also help improve the accuracy of indoor positioning and/or achieve more effective and reliable wireless communication.
无线系统通常不使用任何关于部署区域的LOS/NLOS覆盖特性的先验信息。而这样的信息是对于规划确保在覆盖区域的大多数相关部分重点LOS覆盖率的无线定位系统是非常重要的。Wireless systems generally do not use any prior information about the LOS/NLOS coverage characteristics of the deployment area. And such information is very important for planning a wireless positioning system that ensures key LOS coverage in most relevant parts of the coverage area.
本公开提出了使用移动设备(例如AGV(Automated Guided Vehicle,自动导引运输车))以及无线距离测量方法(例如FTM(Fine Timing Measurement,精细定时测量))来自动得到客户端与接入点之间的LOS/NLOS映射的方法。This disclosure proposes the use of mobile devices (such as AGV (Automated Guided Vehicle)) and wireless distance measurement methods (such as FTM (Fine Timing Measurement)) to automatically obtain the relationship between the client and the access point. The method of LOS/NLOS mapping between.
使一些移动设备(AGV、铲车、单轨车等)规则地移动通过关注的区域,优选地,该设备结合有高精度导航系统(即,其精确度至少与FTM测量的期望精确度相当,最好是优于FTM测量的期望精确度)。该导航系统可以基于LIDAR(激光扫描器)、测距法(车轮传感器)、惯性测量单元(IMU)、可视测距法(摄像机)、或者其组合。移动设备可以利用例如SLAM(同时定位和映射)的技术,来导出精确的位置。Make some mobile equipment (AGV, forklift, monorail, etc.) regularly move through the area of interest. Preferably, the equipment incorporates a high-precision navigation system (ie, its accuracy is at least equivalent to the expected accuracy of the FTM measurement, and most It is better than the expected accuracy of FTM measurement). The navigation system can be based on LIDAR (laser scanner), ranging method (wheel sensor), inertial measurement unit (IMU), visual ranging method (camera), or a combination thereof. Mobile devices can use technologies such as SLAM (Simultaneous Location and Mapping) to derive precise positions.
现在结合附图来描述根据本公开的实施例能够确定移动终端与接入点之间是否是视线距的方法和装置。Now, a method and device capable of determining whether the line-of-sight distance is between a mobile terminal and an access point according to embodiments of the present disclosure will be described with reference to the accompanying drawings.
图1是示出了根据本公开的一个实施例的确定视线距的方法100的示例性过程的流程图。FIG. 1 is a flowchart showing an exemplary process of a method 100 for determining a line-of-sight distance according to an embodiment of the present disclosure.
在图1中,首先在方框S102中执行第一距离测量步骤,测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离。In FIG. 1, the first distance measurement step is first performed in block S102 to measure the mobile equipment at a predetermined point on the pre-planned path in the target site and all the access points associated with the mobile equipment. The first distance between each access point.
其中,目标场地例如可以是工厂或者办公室等。可以预先在目标场地内根据实际情况规划一条路径,使该路径尽量覆盖整个目标场地,并且在预先规划的路径上预先设定多个预定点。优选地,这些预定点之间间隔固定的距离。Among them, the target site may be, for example, a factory or an office. A path can be planned in advance in the target site according to the actual situation, so that the path covers the entire target site as much as possible, and multiple predetermined points are set in advance on the pre-planned path. Preferably, these predetermined points are separated by a fixed distance.
图2示意性示出了移动设备在目标场地内预先规划的一条路径200,其中p1、p2…p6…pn分别是该路径上的n个预定点。Fig. 2 schematically shows a path 200 pre-planned by the mobile device in the target site, where p1, p2...p6...pn are respectively n predetermined points on the path.
移动设备依次移动至各个预定点,分别测量移动设备在预定点处和与 其相关联的接入点的距离。The mobile device moves to each predetermined point in turn, and measures the distance between the mobile device at the predetermined point and its associated access point.
在一个示例中,移动设备可以是AGV,该AGV具有导航功能,并且所述AGV能够执行FTM距离测量。在AGV不具有FTM距离测量功能的情况下,也可以在AGV上设置一个具有FTM距离测量功能的客户端。In one example, the mobile device may be an AGV, which has a navigation function, and the AGV can perform FTM distance measurement. In the case that the AGV does not have the FTM distance measurement function, a client with the FTM distance measurement function can also be set on the AGV.
移动设备在一个预定点处可能接收到多个接入点的信号,在此将这多个接入点称为与移动设备相关联的所有接入点。移动设备可以执行FTM距离测量来测量移动设备和与其关联的多个接入点中的每一个接入点的距离。这个通过FTM测量得到的距离称为移动设备与接入点之间的第一距离。The mobile device may receive signals from multiple access points at a predetermined point, and these multiple access points are referred to herein as all access points associated with the mobile device. The mobile device can perform FTM distance measurement to measure the distance between the mobile device and each of the multiple access points associated with it. This distance measured by FTM is called the first distance between the mobile device and the access point.
本领域技术人员可以理解,本公开利用遵循IEEE 802.11标准的WLAN(无线局域网)设备的FTM能力,但是也可以采用其他用于无线距离测量的方法,例如基于无线信号强度进行的无线距离测量,在此不再赘述。Those skilled in the art can understand that the present disclosure utilizes the FTM capabilities of WLAN (Wireless Local Area Network) devices that comply with the IEEE 802.11 standard, but other methods for wireless distance measurement may also be used, such as wireless distance measurement based on wireless signal strength. This will not be repeated here.
接下来,在方框S104中,执行第二距离测量步骤,基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点分别计算所述移动设备与该接入点之间的第二距离。Next, in block S104, a second distance measurement step is performed, based on the location information of the mobile device at the predetermined point and the location of each access point among all the access points associated with the mobile device Information, for each access point, the second distance between the mobile device and the access point is calculated separately.
移动设备在某一个预定点的位置例如可以通过移动设备的SLAM(Simultaneous locating and mapping,同时定位与建图)功能来获得,SLAM功能使得移动设备可以获得一个较为精确的实时位置信息,并允许其他应用程序也可以获取这个位置信息。The location of a mobile device at a predetermined point can be obtained, for example, through the mobile device’s SLAM (Simultaneous locating and mapping, simultaneous positioning and mapping) function. The SLAM function allows the mobile device to obtain a more accurate real-time location information, and allows other The application can also obtain this location information.
接入点的位置信息可以是预先存储在系统中,也可以是如下所述,在通过对目标场地进行扫描来建立地图时,在地图中所标记的。The location information of the access point can be pre-stored in the system, or it can be marked on the map when the map is created by scanning the target site as described below.
根据移动设备在该预定点的位置信息以及接入点的位置信息,可以计算移动设备与接入点之间的距离。这个通过位置信息计算出来的距离称为第二距离。According to the location information of the mobile device at the predetermined point and the location information of the access point, the distance between the mobile device and the access point can be calculated. This distance calculated from the position information is called the second distance.
也就是说,对于一个预定点处的移动设备,针对与其相关联的每一个接入点,可以测量得到移动设备与每一个接入点之间的距离,基于移动设备和接入点的位置信息又可以计算出移动该设备与每一个接入点之间的距离。接下来执行方框S106中的视线距确定步骤。In other words, for a mobile device at a predetermined point, for each access point associated with it, the distance between the mobile device and each access point can be measured, based on the location information of the mobile device and the access point It can also calculate the distance between the mobile device and each access point. Next, the step of determining the line-of-sight distance in block S106 is performed.
在视线距确定步骤S106中,对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,如果所述第一距 离与所述第二距离之间的差大于预定阈值,则确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。In step S106 of determining the line-of-sight distance, for each access point, the first distance measured and the second distance calculated for each access point are respectively compared, and if the first distance is compared with the second distance If the difference between the distances is greater than a predetermined threshold, it is determined that there is no line of sight between the mobile device at the predetermined point and the access point, otherwise it is determined that there is a line of sight between the mobile device at the predetermined point and the access point distance.
本领域技术人员可以理解,在存在视线距的情况下,第一距离应该接近于第二距离,在第一距离与第二距离相差较大的情况下,则可以说明该点与接入点之间不存在视线距。考虑到测量的第一距离可能有误差,可以预先设定一个合适的阈值,在所述第一距离与所述第二距离之间的差大于预定阈值的情况下,确定在该预定点处的移动设备与该接入点之间不存在视线距。这个预定阈值可以由技术人员按照经验进行设定,在此不再赘述。Those skilled in the art can understand that when there is a line-of-sight distance, the first distance should be close to the second distance. When the first distance and the second distance are significantly different, it can be explained that the point is different from the access point. There is no line of sight between. Considering that the measured first distance may have an error, an appropriate threshold can be set in advance. In the case where the difference between the first distance and the second distance is greater than the predetermined threshold, the There is no line of sight between the mobile device and the access point. This predetermined threshold can be set by a technician based on experience, and will not be repeated here.
通过以上步骤,可以确定在某个预定点处的移动设备和与其相关联的每一个接入点之间是视线距还是非视线距。Through the above steps, it can be determined whether the line-of-sight distance or the non-line-of-sight distance between the mobile device at a certain predetermined point and each access point associated therewith.
可以理解,测量的第一距离和计算的第二距离可以存储在移动设备的本地进行计算,也可以发送至中央系统(例如云平台)进行进一步处理。It can be understood that the measured first distance and the calculated second distance may be stored locally on the mobile device for calculation, or may be sent to a central system (for example, a cloud platform) for further processing.
在一个示例中,在执行方框S102的操作之前,所述方法还可以包括:方框S101中的地图建立步骤:控制移动设备对目标场地进行扫描来建立所述目标场地的地图,并在所述地图上标记所述目标场地中部署的所有接入点的位置信息。In an example, before performing the operation of block S102, the method may further include: the map establishment step in block S101: controlling the mobile device to scan the target site to establish a map of the target site, and then The location information of all the access points deployed in the target site is marked on the map.
通过这样的方式,可以获得目标场地的地图,并且可以在地图中标记所有接入点的位置信息,例如可以在地图中标记每一个接入点的坐标。In this way, a map of the target site can be obtained, and the location information of all access points can be marked on the map, for example, the coordinates of each access point can be marked on the map.
在目标场地的环境发生变化的情况下,通过重新对目标场地进行扫描,可以及时更新目标场地的地图。When the environment of the target site changes, by rescanning the target site, the map of the target site can be updated in time.
除此以外,也可以周期性对目标场地进行扫描,以确保获得目标场地的实时地图。In addition, the target site can also be scanned periodically to ensure that a real-time map of the target site is obtained.
本领域技术人员可以理解,也可以通过其他方式来预先获得并存储目标场地的地图以及接入点的位置信息,因此方框S101中的操作是可选的。Those skilled in the art can understand that the map of the target site and the location information of the access point can also be obtained and stored in advance in other ways, so the operation in block S101 is optional.
在一个示例中,确定视线距的方法还可以包括方框S108中的移动控制步骤:控制所述移动设备在所述目标场地内的预先规划的路径上依次移动至下一个预定点,针对每一个预定点重复执行所述第一距离测量步骤、所述第二距离计算步骤和所述视线距确定步骤,直到所述移动设备遍历了所有的预定点。也就是说针对移动设备在每一个预定点处都重复执行以上方 框S102至S106中的操作,直到所述移动设备遍历了所有的预定点。以这样的方式,可以获得所述预先规划的路径上的每一个预定点和与该点所关联的接入点之间的是否存在视线距。In an example, the method for determining the line-of-sight distance may further include the movement control step in block S108: controlling the mobile device to sequentially move to the next predetermined point on a pre-planned path in the target site, for each The predetermined point repeatedly executes the first distance measurement step, the second distance calculation step, and the line-of-sight distance determination step until the mobile device traverses all the predetermined points. That is to say, the operations in the above boxes S102 to S106 are repeated for the mobile device at each predetermined point, until the mobile device has traversed all the predetermined points. In this way, it can be obtained whether there is a line-of-sight distance between each predetermined point on the pre-planned path and the access point associated with the point.
优选地,所述方法还可以包括方框S110中的映射表构建步骤:将所述预先规划的路径上的每一个预定点和与该预定点所关联的所有接入点之间的是否存在视线距存储为一个映射表。Preferably, the method may further include the step of constructing a mapping table in block S110: determining whether there is a line of sight between each predetermined point on the pre-planned path and all the access points associated with the predetermined point. The distance is stored as a mapping table.
通过查询这个映射表,可以确定移动设备在目标区域中的任意一个预定点处和与其相关联的多个接入点中的每一个接入点之间是否存在视线距。By querying this mapping table, it can be determined whether there is a line-of-sight distance between the mobile device at any predetermined point in the target area and each of the multiple access points associated with it.
通过适当地调整预定点之间的间隔,可以获得所需的映射精度要求。By appropriately adjusting the interval between the predetermined points, the required mapping accuracy requirements can be obtained.
按照这样的方式,有可能存在未覆盖到的区域。在这种情况下,将移动设备放置到未覆盖的区域内,然后在该区域重新执行方法100的各个步骤。In this way, there may be areas that are not covered. In this case, place the mobile device in an uncovered area, and then re-execute the steps of the method 100 in the area.
此外,目标场地内的环境有可能会发生变化,例如某个大型设备移开,在这种情况下,也可以在目标场地内重新执行方法100的各个步骤。In addition, the environment in the target site may change, for example, a large-scale equipment is removed. In this case, the steps of the method 100 can also be re-executed in the target site.
可以在目标场地内周期性执行方法100的各个步骤,来实时更新在每一个预定点处与相关联的接入点之间的LOS/NLOS映射关系。The steps of the method 100 may be periodically executed in the target site to update the LOS/NLOS mapping relationship between each predetermined point and the associated access point in real time.
图3是示出了根据本公开的一个实施例的确定视线距的装置300的示例性配置的框图。FIG. 3 is a block diagram showing an exemplary configuration of an apparatus 300 for determining a line-of-sight distance according to an embodiment of the present disclosure.
确定视线距的装置300包括:一个第一距离测量单元302、一个第二距离测量单元304和一个视线距确定单元306。The device 300 for determining the line-of-sight distance includes: a first distance measuring unit 302, a second distance measuring unit 304, and a line-of-sight distance determining unit 306.
第一距离测量单元302被配置为测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离。The first distance measuring unit 302 is configured to measure the distance between a mobile device at a predetermined point on a pre-planned path in the target site and each of all access points associated with the mobile device. The first distance.
第二距离计算单元304被配置为基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点计算所述移动设备与该接入点之间的第二距离。The second distance calculation unit 304 is configured to, based on the location information of the mobile device at the predetermined point and the location information of each access point among all the access points associated with the mobile device, for each access point The point calculates the second distance between the mobile device and the access point.
视线距确定单元306被配置为对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,如果所述第一 距离与所述第二距离之间的差大于预定阈值,则确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。The line-of-sight distance determining unit 306 is configured to compare the first distance measured for each access point with the second distance calculated for each access point. If the first distance is compared with the second distance, If the difference between the distances is greater than a predetermined threshold, it is determined that there is no line of sight between the mobile device at the predetermined point and the access point, otherwise it is determined that there is a line of sight between the mobile device at the predetermined point and the access point distance.
在一个示例中,确定视线距的装置300还可以包括一个地图建立单元301:所述地图建立单元301被配置为控制移动设备对目标场地进行扫描来建立所述目标场地的地图,并在所述地图上标记所述目标场地中部署的所有接入点的位置信息。In an example, the device 300 for determining the line-of-sight distance may further include a map establishing unit 301: the map establishing unit 301 is configured to control the mobile device to scan the target site to create a map of the target site, and Mark the location information of all the access points deployed in the target site on the map.
在一个示例中,确定视线距的装置300还可以包括一个移动控制单元308,所述移动控制单元308控制所述移动设备在所述目标场地内的预先规划的路径上依次移动至下一个预定点,直到所述移动设备遍历了所有的预定点。In an example, the device 300 for determining the line-of-sight distance may further include a movement control unit 308, which controls the mobile device to sequentially move to the next predetermined point on a pre-planned path in the target site. Until the mobile device has traversed all predetermined points.
在一个示例中,确定视线距的装置300还可以包括一个映射表构建单元310,被配置为将所述预先规划的路径上的每一个预定点和与该预定点所关联的所有接入点之间的是否存在视线距存储为一个映射表。In an example, the device 300 for determining the line-of-sight distance may further include a mapping table construction unit 310 configured to compare each predetermined point on the pre-planned path and all the access points associated with the predetermined point. Whether there is line-of-sight distance between them is stored as a mapping table.
其中,所述移动设备是AGV,所述AGV能够执行FTM距离测量,其中,所述第一距离是使用FTM来测量得到的。Wherein, the mobile device is an AGV, and the AGV can perform FTM distance measurement, wherein the first distance is measured using FTM.
其中,所述AGV具有同时定位与建图功能,其中,所述移动设备在一个预定点的位置信息是采用同时定位与建图确定的。Wherein, the AGV has a function of simultaneous positioning and mapping, wherein the position information of the mobile device at a predetermined point is determined by simultaneous positioning and mapping.
确定视线距的装置300的各个部分的操作和功能的细节例如可以与参照结合图1-2描述的本公开的确定视线距的方法100的实施例的相关部分相同或类似,这里不再详细描述。The details of the operations and functions of the various parts of the device 300 for determining the line-of-sight distance may, for example, be the same as or similar to the relevant parts of the embodiment of the method 100 for determining the line-of-sight distance of the present disclosure described with reference to FIGS. 1-2, and will not be described in detail here. .
在根据本公开的一个实施例的确定视线距的方法和装置中,采用AGV作为移动设备可以带来以下益处:通过AGV扫描所生成的地图可以提供比较精确的定位,总的误差一般仅在米级;AGV可以自动完成整个映射过程,几乎无需人为干预;可以在初始阶段在目标区域中进行一次映射,来得到目标区域的LOS/NLOS映射,也可以在AGV正常操作期间持续更新这个映射。In the method and device for determining the line-of-sight distance according to an embodiment of the present disclosure, the use of AGV as a mobile device can bring the following benefits: the map generated by the AGV scan can provide more accurate positioning, and the total error is generally only in meters Level: AGV can automatically complete the entire mapping process, almost without human intervention; it can perform a mapping in the target area at the initial stage to get the LOS/NLOS mapping of the target area, and it can also continuously update this mapping during the normal operation of the AGV.
根据本公开的一个实施例的确定视线距的方法和装置,可以适用于不同的无线产品和不同的区域,通过SLAM技术或其他精确定位机制进行准确的自定位,利用一些简单的坐标转换算法和FTM技术,可以容易地输出 针对每一个点和距离该点无线范围内的每一个AP之间的LOS/NLOS信息,来自动完成整个映射过程。The method and device for determining the line-of-sight distance according to an embodiment of the present disclosure can be applied to different wireless products and different areas. It can perform accurate self-positioning through SLAM technology or other precise positioning mechanisms, using some simple coordinate conversion algorithms and FTM technology can easily output the LOS/NLOS information between each point and each AP within the wireless range from that point to automatically complete the entire mapping process.
根据本公开的一个实施例的确定视线距的方法和装置,可以增强室内定位的准确性,将来,在工厂中会有越来越多的AGV,将承担越来越多的责任。通过增强的室内定位技术,可以使AGV执行更复杂和精细的任务。The method and device for determining the line-of-sight distance according to an embodiment of the present disclosure can enhance the accuracy of indoor positioning. In the future, there will be more and more AGVs in factories, which will bear more and more responsibilities. Through enhanced indoor positioning technology, AGV can perform more complex and delicate tasks.
在此需要说明的是,图3所示的确定视线距的装置300及其组成单元的结构仅仅是示例性的,本领域技术人员可以根据需要对图3所示的结构框图进行修改。It should be noted that the structure of the device 300 for determining the line-of-sight distance and its constituent units shown in FIG. 3 is only exemplary, and those skilled in the art can modify the structure block diagram shown in FIG. 3 as needed.
如上参照图1到图3,对根据本公开的实施例的确定视线距的装置和方法的实施例进行了描述。以上所述的确定视线距的方法和装置可以采用硬件实现,也可以采用软件或者硬件和软件的组合来实现。As above, referring to FIGS. 1 to 3, the embodiments of the apparatus and method for determining the line-of-sight distance according to the embodiments of the present disclosure are described. The method and device for determining the line-of-sight distance described above can be implemented by hardware, or by software or a combination of hardware and software.
图4示出了根据本公开的实施例的确定视线距的电子设备400的方框图。根据一个实施例,电子设备400可以包括至少一个处理器402,处理器402执行在计算机可读存储介质(即,存储器404)中存储或编码的至少一个计算机可读指令(即,上述以软件形式实现的元素)。FIG. 4 shows a block diagram of an electronic device 400 for determining the line-of-sight distance according to an embodiment of the present disclosure. According to one embodiment, the electronic device 400 may include at least one processor 402 that executes at least one computer-readable instruction stored or encoded in a computer-readable storage medium (ie, the memory 404) (ie, the above-mentioned software is in the form of software). Implemented elements).
在一个实施例中,在存储器404中存储计算机可执行指令,其当执行时使得至少一个处理器402完成以下动作:测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离;基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点分别计算所述移动设备与该接入点之间的第二距离;以及对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,在所述第一距离与所述第二距离之间的差大于预定阈值的情况下,确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。In one embodiment, computer-executable instructions are stored in the memory 404, which when executed cause at least one processor 402 to complete the following actions: measure the mobile device and the mobile device at a predetermined point on a pre-planned path in the target site The first distance between each of all the access points associated with the mobile device; based on the location information of the mobile device at the predetermined point and all the access points associated with the mobile device For each access point’s location information, calculate the second distance between the mobile device and the access point for each access point; and for each access point, calculate the second distance between the mobile device and the access point. The first distance and the calculated second distance are compared, and if the difference between the first distance and the second distance is greater than a predetermined threshold, it is determined that the mobile device at the predetermined point is There is no line-of-sight distance between the access points, otherwise it is determined that there is a line-of-sight distance between the mobile device at the predetermined point and the access point.
应该理解,在存储器404中存储的计算机可执行指令当执行时使得至少一个处理器402进行本公开的各个实施例中以上结合图1-3描述的各种操作和功能。It should be understood that the computer-executable instructions stored in the memory 404, when executed, cause the at least one processor 402 to perform various operations and functions described above in conjunction with FIGS. 1-3 in the various embodiments of the present disclosure.
根据一个实施例,提供了一种非暂时性机器可读介质。该非暂时性机器可读介质可以具有机器可执行指令(即,上述以软件形式实现的元素),该指令当被机器执行时,使得机器执行本公开的各个实施例中以上结合图1-3描述的各种操作和功能。According to one embodiment, a non-transitory machine-readable medium is provided. The non-transitory machine-readable medium may have machine-executable instructions (that is, the above-mentioned elements implemented in the form of software), which when executed by a machine, cause the machine to execute the various embodiments of the present disclosure in conjunction with FIGS. 1-3. Various operations and functions described.
根据一个实施例,提供了一种计算机程序,包括计算机可执行指令,所述计算机可执行指令在被执行时使至少一个处理器执行本公开的各个实施例中以上结合图1-3描述的各种操作和功能。According to one embodiment, a computer program is provided, including computer-executable instructions, which, when executed, cause at least one processor to execute each of the above described in conjunction with FIGS. 1-3 in the various embodiments of the present disclosure. Kinds of operations and functions.
根据一个实施例,提供了一种计算机程序产品,包括计算机可执行指令,所述计算机可执行指令在被执行时使至少一个处理器执行本公开的各个实施例中以上结合图1-3描述的各种操作和功能。According to one embodiment, there is provided a computer program product, including computer-executable instructions, which when executed, cause at least one processor to execute the above described in conjunction with FIGS. 1-3 in the various embodiments of the present disclosure. Various operations and functions.
上面结合附图阐述的具体实施方式描述了示例性实施例,但并不表示可以实现的或者落入权利要求书的保护范围的所有实施例。在整个本说明书中使用的术语“示例性”意味着“用作示例、实例或例示”,并不意味着比其它实施例“优选”或“具有优势”。出于提供对所描述技术的理解的目的,具体实施方式包括具体细节。然而,可以在没有这些具体细节的情况下实施这些技术。在一些实例中,为了避免对所描述的实施例的概念造成难以理解,公知的结构和装置以框图形式示出。The specific implementations set forth above in conjunction with the drawings describe exemplary embodiments, but do not represent all embodiments that can be implemented or fall within the protection scope of the claims. The term "exemplary" used throughout this specification means "serving as an example, instance, or illustration", and does not mean "preferred" or "advantageous" over other embodiments. The detailed description includes specific details for the purpose of providing an understanding of the described technology. However, these techniques can be implemented without these specific details. In some instances, in order to avoid incomprehensibility to the concepts of the described embodiments, well-known structures and devices are shown in the form of block diagrams.
本公开内容的上述描述被提供来使得本领域任何普通技术人员能够实现或者使用本公开内容。对于本领域普通技术人员来说,对本公开内容进行的各种修改是显而易见的,并且,也可以在不脱离本公开内容的保护范围的情况下,将本文所定义的一般性原理应用于其它变型。因此,本公开内容并不限于本文所描述的示例和设计,而是与符合本文公开的原理和新颖性特征的最广范围相一致。The foregoing description of the present disclosure is provided to enable any person of ordinary skill in the art to implement or use the present disclosure. For those of ordinary skill in the art, various modifications to the present disclosure are obvious, and the general principles defined herein can also be applied to other modifications without departing from the scope of protection of the present disclosure. . Therefore, the present disclosure is not limited to the examples and designs described herein, but is consistent with the broadest scope that conforms to the principles and novel features disclosed herein.

Claims (21)

  1. 确定视线距的方法,包括:Methods to determine the line-of-sight distance include:
    第一距离测量步骤:测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离;The first distance measurement step: measuring the first distance between a mobile device at a predetermined point on a pre-planned path in the target site and each of all access points associated with the mobile device ;
    第二距离计算步骤:基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点分别计算所述移动设备与该接入点之间的第二距离;以及The second distance calculation step: based on the location information of the mobile device at the predetermined point and the location information of each access point among all the access points associated with the mobile device, calculate separately for each access point The second distance between the mobile device and the access point; and
    视线距确定步骤:对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,在所述第一距离与所述第二距离之间的差大于预定阈值的情况下,确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。Sight distance determination step: For each access point, compare the first distance measured and the second distance calculated for each access point, and the distance is between the first distance and the second distance. If the difference is greater than the predetermined threshold, determine that there is no line-of-sight distance between the mobile device at the predetermined point and the access point, otherwise determine that there is line-of-sight distance between the mobile device at the predetermined point and the access point .
  2. 如权利要求1所述的方法,其中,在所述第一距离测量步骤之前,所述方法还包括:The method of claim 1, wherein, before the first distance measurement step, the method further comprises:
    地图建立步骤:控制移动设备对目标场地进行扫描来建立所述目标场地的地图,并在所述地图上标记所述目标场地中部署的所有接入点的位置信息。Map establishment step: controlling the mobile device to scan the target site to build a map of the target site, and marking the location information of all access points deployed in the target site on the map.
  3. 如权利要求1所述的方法,还包括:The method of claim 1, further comprising:
    移动控制步骤:控制所述移动设备在所述目标场地内的预先规划的路径上依次移动至下一个预定点,针对每一个预定点重复执行所述第一距离测量步骤、所述第二距离计算步骤和所述视线距确定步骤,直到所述移动设备遍历了所有的预定点。Movement control step: controlling the mobile device to sequentially move to the next predetermined point on a pre-planned path in the target site, and repeating the first distance measurement step and the second distance calculation for each predetermined point And the step of determining the line-of-sight distance until the mobile device has traversed all predetermined points.
  4. 如权利要求4所述的方法,还包括:The method of claim 4, further comprising:
    映射表构建步骤:将所述预先规划的路径上的每一个预定点和与该预定点所关联的所有接入点之间的是否存在视线距存储为一个映射表。The mapping table construction step: storing the line-of-sight distance between each predetermined point on the pre-planned path and all the access points associated with the predetermined point as a mapping table.
  5. 如权利要求1-4中任意一项所述的方法,其中,所述移动设备是自动导引运输车,所述自动导引运输车能够执行精细定时测量,The method according to any one of claims 1 to 4, wherein the mobile device is an automated guided transport vehicle, and the automated guided transport vehicle can perform fine timing measurements,
    其中,所述第一距离是采用精细定时测量得到的。Wherein, the first distance is obtained by fine timing measurement.
  6. 如权利要求5中所述的方法,其中,所述自动导引运输车具有同时定位与建图功能,The method according to claim 5, wherein the automatic guided transport vehicle has the functions of simultaneous positioning and mapping,
    其中,所述移动设备在一个预定点的位置信息是采用同时定位与建图确定的。Wherein, the position information of the mobile device at a predetermined point is determined by simultaneous positioning and mapping.
  7. 确定视线距的装置(300),包括:The device (300) for determining the line-of-sight distance includes:
    第一距离测量单元(302),所述第一距离测量单元(302)被配置为测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离;A first distance measuring unit (302), the first distance measuring unit (302) is configured to measure a mobile device at a predetermined point on a pre-planned path in the target site and all the mobile devices associated with the mobile device The first distance between each of the access points;
    第二距离计算单元(304),所述第二距离计算单元(304)被配置为基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点计算所述移动设备与该接入点之间的第二距离;以及A second distance calculation unit (304) configured to be based on the location information of the mobile device at the predetermined point and each of all access points associated with the mobile device Location information of an access point, calculating the second distance between the mobile device and the access point for each access point; and
    视线距确定单元(306),所述视线距确定单元(306)被配置为对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,如果所述第一距离与所述第二距离之间的差大于预定阈值,则确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。A line-of-sight distance determining unit (306), the line-of-sight distance determining unit (306) is configured to compare the first distance measured for each access point with the second distance calculated for each access point If the difference between the first distance and the second distance is greater than a predetermined threshold, it is determined that there is no line-of-sight distance between the mobile device at the predetermined point and the access point, otherwise it is determined to be at the predetermined point There is a line-of-sight distance between the mobile device and the access point.
  8. 如权利要求7所述的装置(300),还包括:The device (300) according to claim 7, further comprising:
    一个地图建立单元(301),所述地图建立单元(301)被配置为控制移动设备对目标场地进行扫描来建立所述目标场地的地图,并在所述地图上标记所述目标场地中部署的所有接入点的位置信息。A map creation unit (301), the map creation unit (301) is configured to control the mobile device to scan the target site to create a map of the target site, and mark the deployed in the target site on the map Location information of all access points.
  9. 如权利要求7所述的装置(300),还包括:The device (300) according to claim 7, further comprising:
    一个移动控制单元(308),所述移动控制单元(308)控制所述移动设 备在所述目标场地内的预先规划的路径上依次移动至下一个预定点,直到所述移动设备遍历了所有的预定点。A mobile control unit (308), the mobile control unit (308) controls the mobile device to sequentially move to the next predetermined point on the pre-planned path in the target site, until the mobile device traverses all Book a point.
  10. 如权利要求9所述的装置(300),还包括:The device (300) according to claim 9, further comprising:
    一个映射表构建单元(310),所述映射表构建单元(310)被配置为将所述预先规划的路径上的每一个预定点和与该预定点所关联的所有接入点之间的是否存在视线距存储为一个映射表。A mapping table construction unit (310), the mapping table construction unit (310) is configured to determine whether each predetermined point on the pre-planned path and all the access points associated with the predetermined point are The sight distance is stored as a mapping table.
  11. 如权利要求7-10中任意一项所述的装置,其中,所述移动设备是自动导引运输车,所述自动导引运输车能够执行精细定时测量,所述第一距离是使用精细定时测量来测量得到的。The device according to any one of claims 7-10, wherein the mobile device is an automated guided transport vehicle, the automated guided transport vehicle can perform fine timing measurement, and the first distance is using fine timing Measured by measurement.
  12. 如权利要求11所述的装置,所述自动导引运输车具有同时定位与建图功能,The device according to claim 11, the automatic guided transport vehicle has the functions of positioning and mapping at the same time,
    其中,所述移动设备在一个预定点的位置信息是采用同时定位与建图确定的。Wherein, the position information of the mobile device at a predetermined point is determined by simultaneous positioning and mapping.
  13. 电子设备(500),包括:Electronic equipment (500), including:
    至少一个处理器(502);以及At least one processor (502); and
    与所述至少一个处理器(502)耦合的一个存储器(504),所述存储器用于存储指令,当所述指令被所述至少一个处理器(502)执行时,使得所述处理器(502)执行动作,所述动作包括:A memory (504) coupled with the at least one processor (502), the memory is used to store instructions, and when the instructions are executed by the at least one processor (502), the processor (502) ) Perform an action, the action includes:
    第一距离测量动作:测量在目标场地内预先规划的路径上的一个预定点处的移动设备和与所述移动设备相关联的所有接入点中的每一个接入点之间的第一距离;The first distance measurement action: measure the first distance between a mobile device at a predetermined point on a pre-planned path in the target site and each of all access points associated with the mobile device ;
    第二距离计算动作:基于所述移动设备在该预定点的位置信息和与所述移动设备相关联的所有接入点中的每一个接入点的位置信息,针对每一个接入点分别计算所述移动设备与该接入点之间的第二距离;以及The second distance calculation action: based on the location information of the mobile device at the predetermined point and the location information of each access point among all the access points associated with the mobile device, calculate separately for each access point The second distance between the mobile device and the access point; and
    视线距确定动作:对于每一个接入点,分别将针对其测量得到的所述第一距离和计算得到的所述第二距离进行比较,在所述第一距离与所 述第二距离之间的差大于预定阈值的情况下,确定在该预定点处的移动设备与该接入点之间不存在视线距,否则确定在该预定点处的移动设备与该接入点之间存在视线距。Sight distance determination action: For each access point, compare the first distance measured and the second distance calculated for each access point, between the first distance and the second distance If the difference is greater than a predetermined threshold, determine that there is no line of sight between the mobile device at the predetermined point and the access point, otherwise determine that there is a line of sight between the mobile device at the predetermined point and the access point .
  14. 如权利要求13所述的设备,其中,所述动作还包括:The device of claim 13, wherein the action further comprises:
    地图建立动作:控制移动设备对目标场地进行扫描来建立所述目标场地的地图,并在所述地图上标记所述目标场地中部署的所有接入点的位置信息。Map creation action: controlling the mobile device to scan the target site to create a map of the target site, and mark the location information of all access points deployed in the target site on the map.
  15. 如权利要求13所述的设备,其中,所述动作还包括:The device of claim 13, wherein the action further comprises:
    移动控制动作:控制所述移动设备在所述目标场地内的预先规划的路径上依次移动至下一个预定点,针对每一个预定点重复执行所述第一距离测量步骤、所述第二距离计算步骤和所述视线距确定步骤,直到所述移动设备遍历了所有的预定点。Movement control action: controlling the mobile device to sequentially move to the next predetermined point on a pre-planned path in the target site, and repeat the first distance measurement step and the second distance calculation for each predetermined point And the step of determining the line-of-sight distance until the mobile device has traversed all predetermined points.
  16. 如权利要求15所述的设备,其中,所述动作还包括:The device of claim 15, wherein the action further comprises:
    映射表构建动作:将所述预先规划的路径上的每一个预定点和与该预定点所关联的所有接入点之间的是否存在视线距存储为一个映射表。Mapping table construction action: storing the line-of-sight distance between each predetermined point on the pre-planned path and all access points associated with the predetermined point as a mapping table.
  17. 如权利要求13-16中任意一项所述的设备,其中,The device according to any one of claims 13-16, wherein:
    所述移动设备是自动导引运输车,所述自动导引运输车能够执行精细定时测量,The mobile device is an automatic guided transport vehicle, and the automatic guided transport vehicle can perform fine timing measurements,
    其中,所述第一距离是采用精细定时测量得到的。Wherein, the first distance is obtained by fine timing measurement.
  18. 如权利要求17中任意一项所述的设备,其中,所述自动导引运输车具有同时定位与建图功能,The device according to any one of claim 17, wherein the automatic guided transport vehicle has the functions of simultaneous positioning and mapping,
    其中,所述移动设备在一个预定点的位置信息是采用同时定位与建图确定的。Wherein, the position information of the mobile device at a predetermined point is determined by simultaneous positioning and mapping.
  19. 一种非暂时性机器可读存储介质,其存储有可执行指令,所述指 令当被执行时使得所述机器执行如权利要求1到6中任意一项所述的方法。A non-transitory machine-readable storage medium that stores executable instructions that, when executed, cause the machine to execute the method according to any one of claims 1 to 6.
  20. 一种计算机程序,包括计算机可执行指令,所述计算机可执行指令在被执行时使至少一个处理器执行根据权利要求1至6中任意一项所述的方法。A computer program comprising computer-executable instructions that, when executed, cause at least one processor to execute the method according to any one of claims 1 to 6.
  21. 一种计算机程序产品,所述计算机程序产品被有形地存储在计算机可读介质上并且包括计算机可执行指令,所述计算机可执行指令在被执行时使至少一个处理器执行根据权利要求1至6中任意一项所述的方法。A computer program product that is tangibly stored on a computer-readable medium and includes computer-executable instructions, which when executed, cause at least one processor to execute according to claims 1 to 6 The method described in any one of.
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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110170576A1 (en) * 2007-03-06 2011-07-14 Mitsubishi Electric Corporation Ranging apparatus, positioning apparatus, and methods of ranging and positioning therefor
CN102647785A (en) * 2012-03-23 2012-08-22 广州市香港科大霍英东研究院 Method for distinguishing wireless transmission multipath in wireless signal strength ranging technology
CN102707259A (en) * 2012-06-15 2012-10-03 广州市香港科大霍英东研究院 Signal intensity-based multi-object positioning method in dynamic environment
US20130271324A1 (en) * 2012-04-17 2013-10-17 Andrew Sendonaris Systems and methods configured to estimate receiver position using timing data associated with reference locations in three-dimensional space

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110170576A1 (en) * 2007-03-06 2011-07-14 Mitsubishi Electric Corporation Ranging apparatus, positioning apparatus, and methods of ranging and positioning therefor
CN102647785A (en) * 2012-03-23 2012-08-22 广州市香港科大霍英东研究院 Method for distinguishing wireless transmission multipath in wireless signal strength ranging technology
US20130271324A1 (en) * 2012-04-17 2013-10-17 Andrew Sendonaris Systems and methods configured to estimate receiver position using timing data associated with reference locations in three-dimensional space
CN102707259A (en) * 2012-06-15 2012-10-03 广州市香港科大霍英东研究院 Signal intensity-based multi-object positioning method in dynamic environment

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
TIAN XIAO-HUA, LIAO GUI-SHENG , ZHAO XIU-BIN: "An AOA location method for the mobile station in NLOS propagation environment", XI'AN DIANZI KE JI DAXUE XUEBAO - JOURNAL OF XIADIAN UNIVERSITY, XI'AN DIANZI KE JI DAXUE, XI'AN,, CN, vol. 30, no. 6, 1 December 2003 (2003-12-01), CN, pages 775 - 779, XP055790050, ISSN: 1001-2400 *

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