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CN114615676B - Gateway deployment method of self-organizing network - Google Patents

Gateway deployment method of self-organizing network Download PDF

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CN114615676B
CN114615676B CN202210180036.7A CN202210180036A CN114615676B CN 114615676 B CN114615676 B CN 114615676B CN 202210180036 A CN202210180036 A CN 202210180036A CN 114615676 B CN114615676 B CN 114615676B
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vertices
nodes
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CN114615676A (en
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闫永航
孟丹
曹莹
夏伦
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Henan University
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W16/00Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/18Network planning tools
    • H04W16/20Network planning tools for indoor coverage or short range network deployment
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W16/00Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/24Cell structures
    • H04W16/26Cell enhancers or enhancement, e.g. for tunnels, building shadow
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W16/00Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/24Cell structures
    • H04W16/30Special cell shapes, e.g. doughnuts or ring cells
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W84/00Network topologies
    • H04W84/18Self-organising networks, e.g. ad-hoc networks or sensor networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W88/00Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
    • H04W88/16Gateway arrangements

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

本发明提供一种自组织网络的网关部署方法。该方法包括:步骤1:确定自组织网络中位于网络最外层的所有节点,记作最外层节点;将所有最外层节点首尾相连,形成一个封闭的网络区域;步骤2:将所述封闭的网络区域划分为若干个四角形区域;步骤3:选取四种不同颜色,为所有四角形顶点均染上颜色;其中,同一个四角形的四个顶点的颜色应互不相同;步骤4:选定四种颜色中的一种颜色,将选定颜色对应的节点作为网关。本发明可以大大降低网关部署成本并且使所有的节点都能被网关覆盖,提高网关的覆盖率。

The present invention provides a gateway deployment method for a self-organizing network. The method comprises: step 1: determining all nodes located in the outermost layer of the self-organizing network, recorded as outermost nodes; connecting all the outermost nodes end to end to form a closed network area; step 2: dividing the closed network area into a plurality of quadrilateral areas; step 3: selecting four different colors, coloring all quadrilateral vertices; wherein the colors of the four vertices of the same quadrilateral should be different from each other; step 4: selecting one of the four colors, and using the node corresponding to the selected color as a gateway. The present invention can greatly reduce the gateway deployment cost and enable all nodes to be covered by the gateway, thereby improving the coverage rate of the gateway.

Description

一种自组织网络的网关部署方法A gateway deployment method for self-organizing network

技术领域Technical Field

本发明涉及自组织网络技术领域,尤其涉及一种自组织网络的网关部署方法。The present invention relates to the technical field of self-organizing networks, and in particular to a gateway deployment method of a self-organizing network.

背景技术Background technique

自组织网络是由许多传感器节点组成的一种自组织、多跳、无线通信的网络,网络中的每个节点既可以作为路由器又可以作为普通主机。为实现解决自组织网络接入互联网的问题,通常采用网关设备将不同类型的节点进行互联,网关设备为节点担当转发数据的功能。由于单网关的覆盖范围有限,单个网关无法提供对整个网络区域的全面覆盖,会造成网络的连接性降低,因此网关部署是否合理对网络性能有较大影响。A self-organizing network is a self-organizing, multi-hop, wireless communication network composed of many sensor nodes. Each node in the network can be used as both a router and a common host. In order to solve the problem of self-organizing networks accessing the Internet, gateway devices are usually used to interconnect different types of nodes. The gateway device forwards data for the nodes. Due to the limited coverage of a single gateway, a single gateway cannot provide comprehensive coverage of the entire network area, which will reduce the connectivity of the network. Therefore, whether the gateway deployment is reasonable has a great impact on network performance.

目前,基于覆盖范围的网关部署的方法主要分为两种:一种是通过增加网关数量提高网关的覆盖率,但是由于网关的部署成本很高,网关数量过多,会造成网关覆盖范围的重叠和资源的浪费。另一种方法利用集合覆盖算法得到可以覆盖全部节点的覆盖圆,最后,调整最大圆的半径作为优化目标,但是会导致网关覆盖半径过大,网络服务质量下降。At present, there are two main methods for gateway deployment based on coverage: one is to increase the number of gateways to improve the coverage of gateways, but due to the high cost of gateway deployment, too many gateways will cause overlapping of gateway coverage and waste of resources. The other method uses the set coverage algorithm to obtain the coverage circle that can cover all nodes, and finally adjusts the radius of the maximum circle as the optimization target, but it will cause the gateway coverage radius to be too large and the network service quality to decline.

发明内容Summary of the invention

为了解决单网关覆盖范围有限和多网关部署成本高的问题,本发明提供了一种在节点静止状态下,基于覆盖范围的网关部署方法,以减少网关数量和最大化网关覆盖范围为目标,利用四角剖分和四染色的思想解决了自组织网络下基于覆盖范围的网关部署问题。In order to solve the problems of limited coverage of a single gateway and high cost of deploying multiple gateways, the present invention provides a gateway deployment method based on coverage when the node is static, with the goal of reducing the number of gateways and maximizing the gateway coverage. The ideas of four-corner decomposition and four-coloring are used to solve the gateway deployment problem based on coverage in a self-organizing network.

本发明提供一种自组织网络的网关部署方法,包括:The present invention provides a gateway deployment method for a self-organizing network, comprising:

步骤1:确定自组织网络中位于网络最外层的所有节点,记作最外层节点;将所有最外层节点首尾相连,形成一个封闭的网络区域;Step 1: Determine all nodes in the outermost layer of the self-organizing network, which are recorded as outermost nodes; connect all outermost nodes end to end to form a closed network area;

步骤2:将所述封闭的网络区域划分为若干个四角形区域;Step 2: Divide the closed network area into a number of quadrilateral areas;

步骤3:选取四种不同颜色,为所有四角形顶点均染上颜色;其中,同一个四角形的四个顶点的颜色应互不相同;Step 3: Select four different colors and color all the vertices of the quadrilaterals. The colors of the four vertices of the same quadrilateral should be different.

步骤4:选定四种颜色中的一种颜色,将选定颜色对应的节点作为网关。Step 4: Select one of the four colors and use the node corresponding to the selected color as the gateway.

进一步地,步骤2具体包括:Furthermore, step 2 specifically includes:

将所述封闭的网络区域看作一个平面多边形,自组织网络中的最外层节点为所述平面多边形的顶点,自组织网络中的其余节点位于所述平面多边形内部;The closed network area is regarded as a plane polygon, the outermost nodes in the self-organizing network are the vertices of the plane polygon, and the remaining nodes in the self-organizing network are located inside the plane polygon;

以两个顶点为一组,将所述平面多边形的所有顶点划分为若干组顶点对;针对每组顶点对,在两个顶点之间进行连线以将所述平面多边形划分为若干个四角形区域;其中,若干组顶点对之间的连线互不相交。Taking two vertices as a group, all vertices of the planar polygon are divided into a number of vertex pairs; for each vertex pair, lines are connected between the two vertices to divide the planar polygon into a number of quadrilateral areas; wherein the lines between the vertex pairs do not intersect each other.

进一步地,所述平面多边形为凸多边形。Furthermore, the planar polygon is a convex polygon.

进一步地,步骤4具体包括:Furthermore, step 4 specifically includes:

统计每种颜色的顶点的个数,将第一种颜色、第二种颜色、第三种颜色和第四种颜色的顶点的集合依次记为T1、T2、T3、T4;其中,T1≤T2≤T3≤T4;Count the number of vertices of each color, and record the sets of vertices of the first color, the second color, the third color, and the fourth color as T1, T2, T3, and T4, respectively; where T1≤T2≤T3≤T4;

选择第一种颜色集合中的节点作为网关,并设定每个网关的覆盖半径使得其能够覆盖预先给定的覆盖区域。Nodes in the first color set are selected as gateways, and the coverage radius of each gateway is set so that it can cover a pre-given coverage area.

本发明的有益效果:Beneficial effects of the present invention:

本发明提供的一种自组织网络的网关部署方法,可以大大降低网关部署成本并且使所有的节点都能被网关覆盖,提高网关的覆盖率,解决了自组织网络中节点不能完全被网关覆盖或部署成本较高的问题。The present invention provides a gateway deployment method for a self-organizing network, which can greatly reduce the gateway deployment cost and enable all nodes to be covered by the gateway, thereby improving the gateway coverage rate and solving the problem that nodes in the self-organizing network cannot be completely covered by the gateway or the deployment cost is high.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

图1为本发明实施例提供的一种自组织网络的网关部署方法的流程示意图;FIG1 is a schematic diagram of a flow chart of a gateway deployment method for a self-organizing network provided by an embodiment of the present invention;

图2为本发明实施例提供的形成一个封闭的网络区域的示意图;FIG2 is a schematic diagram of forming a closed network area according to an embodiment of the present invention;

图3为本发明实施例提供的将封闭的网络区域划分为若干个四角形区域的示意图;FIG3 is a schematic diagram of dividing a closed network area into a plurality of quadrilateral areas provided by an embodiment of the present invention;

图4为本发明实施例提供的将四角形的四个顶点染上不同颜色的示意图;FIG4 is a schematic diagram of dyeing four vertices of a quadrilateral with different colors according to an embodiment of the present invention;

图5为本发明实施例提供的选择网络节点的示意图。FIG. 5 is a schematic diagram of selecting a network node according to an embodiment of the present invention.

具体实施方式Detailed ways

为使本发明的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution in the embodiment of the present invention will be clearly described below in conjunction with the drawings in the embodiment of the present invention. Obviously, the described embodiment is a part of the embodiment of the present invention, not all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative work are within the scope of protection of the present invention.

如图1所示,本发明实施例提供一种自组织网络的网关部署方法,包括以下步骤:As shown in FIG1 , an embodiment of the present invention provides a gateway deployment method for a self-organizing network, comprising the following steps:

S101:构建网络模型,具体为:如图2所示,将随机分布的节点保持静止状态,确定自组织网络中位于网络最外层的所有节点,记作最外层节点;将所有最外层节点首尾相连,形成一个封闭的网络区域;S101: constructing a network model, specifically: as shown in FIG2 , keeping the randomly distributed nodes in a static state, determining all nodes located in the outermost layer of the self-organizing network, and recording them as outermost nodes; connecting all the outermost nodes end to end to form a closed network area;

具体地,假设节点在随机分布的情况下,每个节点可以利用节点定位技术,获取自身的位置,自组织网络中的每个节点可以通过多跳的方式与其他节点通信,所以每个节点除了知道自身的节点外,还知道其他节点的位置,以此来确定最外层节点。关于节点定位技术可以采用现有的已成熟的定位方法,此处不再赘述。Specifically, assuming that the nodes are randomly distributed, each node can use node positioning technology to obtain its own location. Each node in the self-organizing network can communicate with other nodes in a multi-hop manner, so each node not only knows its own node, but also knows the location of other nodes to determine the outermost node. The node positioning technology can adopt the existing mature positioning method, which will not be repeated here.

S102:基于网络模型的四角剖分,具体为:将所述封闭的网络区域划分为若干个四角形区域;S102: quadrangular decomposition based on the network model, specifically: dividing the closed network area into a plurality of quadrangular areas;

具体地,如图3所示,将所述封闭的网络区域看作一个平面多边形,自组织网络中的最外层节点为所述平面多边形的顶点,自组织网络中的其余节点位于所述平面多边形内部;以两个顶点为一组,将所述平面多边形的所有顶点划分为若干组顶点对;针对每组顶点对,在两个顶点之间进行连线以将所述平面多边形划分为若干个四角形区域;其中,若干组顶点对之间的连线互不相交。Specifically, as shown in Figure 3, the closed network area is regarded as a planar polygon, the outermost nodes in the self-organizing network are the vertices of the planar polygon, and the remaining nodes in the self-organizing network are located inside the planar polygon; with two vertices as a group, all the vertices of the planar polygon are divided into several groups of vertex pairs; for each group of vertex pairs, lines are connected between the two vertices to divide the planar polygon into several quadrilateral areas; wherein the lines between the several groups of vertex pairs do not intersect each other.

优选地,所述平面多边形为凸多边形,如此任意两个顶点间的连线位于多边形的内部或边上。本实施例中的四角形是指具有四个角的凸多边形。两个顶点之间的连线是一条开的线段,并且完全落在平面多边形内部。Preferably, the planar polygon is a convex polygon, so that the line between any two vertices is located inside or on the edge of the polygon. The quadrilateral in this embodiment refers to a convex polygon with four corners. The line between two vertices is an open line segment and falls completely inside the planar polygon.

可以理解的是,还可以基于网络模型进行三角剖分、五角剖分等,考虑到尽可能减少网关的数量,以及尽可能地实现全覆盖,本实施例中选取了进行四角剖分。It is understandable that triangulation, pentagonal dissection, etc. may also be performed based on the network model. In consideration of reducing the number of gateways as much as possible and achieving full coverage as much as possible, quadrangular dissection is selected in this embodiment.

S103:基于四角剖分的四染色,具体为:选取四种不同颜色,为所有四角形顶点均染上颜色;其中,同一个四角形的四个顶点的颜色应互不相同;S103: Four-coloring based on quadrilateral decomposition, specifically: select four different colors and color all the vertices of the quadrilateral; wherein the colors of the four vertices of the same quadrilateral should be different from each other;

如图4所示,将每个四角形的顶点分别染上红色、黄色、蓝色和绿色。As shown in FIG4 , the vertices of each quadrilateral are colored red, yellow, blue, and green respectively.

需要注意的是,步骤S102的剖分方式和步骤S103的染色方式是存在对应关系的;例如,若选择三角剖分,则采用三染色;若采用五角剖分,则采用五染色;本实施例中,由于步骤S102采用的是四角剖分方式,因此,本步骤采用四染色的染色方式。It should be noted that there is a corresponding relationship between the decomposition method of step S102 and the coloring method of step S103; for example, if triangulation is selected, three-coloring is adopted; if pentagonal decomposition is adopted, five-coloring is adopted; in this embodiment, since step S102 adopts the quadrangular decomposition method, this step adopts the four-coloring method.

S104:网关位置选择:选定四种颜色中的一种颜色,将选定颜色对应的节点作为网关。S104: Gateway location selection: select one of the four colors, and use the node corresponding to the selected color as the gateway.

若采用传统的网关部署方法,需要部署N个网关,那么通过采用本申请的四角剖分和四染色方式,事实上已经将网关数量由N缩小到了N/4,也就是说,已经在保证全覆盖的情况下,极大地减少了网关部署数量,从而节约了部署成本。因此,此时,可以任意选择四种颜色中的任意一种颜色所对应的节点作为网关。例如,如图5所示,本实施例中,选择着色为蓝色的节点为网关节点。由图5可知,本发明的网关部署方法可以实现所有节点的全覆盖。If the traditional gateway deployment method is adopted, N gateways need to be deployed. Then, by adopting the four-corner dissection and four-coloring method of the present application, the number of gateways has actually been reduced from N to N/4. In other words, the number of gateway deployments has been greatly reduced while ensuring full coverage, thereby saving deployment costs. Therefore, at this time, the node corresponding to any one of the four colors can be arbitrarily selected as the gateway. For example, as shown in Figure 5, in this embodiment, the node colored blue is selected as the gateway node. As can be seen from Figure 5, the gateway deployment method of the present invention can achieve full coverage of all nodes.

此外,为了进一步减少网关部署数量,作为一种可实施方式,还可以采用如下方式来选定网关:In addition, in order to further reduce the number of gateway deployments, as an implementable method, the following method can be used to select the gateway:

统计每种颜色的顶点的个数,将第一种颜色、第二种颜色、第三种颜色和第四种颜色的顶点的集合依次记为T1、T2、T3、T4;其中,T1≤T2≤T3≤T4;Count the number of vertices of each color, and record the sets of vertices of the first color, the second color, the third color, and the fourth color as T1, T2, T3, and T4, respectively; where T1≤T2≤T3≤T4;

选择第一种颜色集合中的节点作为网关,并设定每个网关的覆盖半径使得其能够覆盖预先给定的覆盖区域。Nodes in the first color set are selected as gateways, and the coverage radius of each gateway is set so that it can cover a pre-given coverage area.

例如,假设T1为红色顶点的集合,T2为黄色顶点的集合,T3为蓝色顶点的集合,T4为绿色顶点的集合,并且T1≤T2≤T3≤T4,由于网关的网络覆盖范围是可以调整的,因此可以选择拥有节点最少的颜色集合中的节点作为网关,然后结合每个网关的覆盖半径,使得其能够覆盖预先给定的覆盖区域,从而保证所有节点的全覆盖。For example, assuming that T1 is a set of red vertices, T2 is a set of yellow vertices, T3 is a set of blue vertices, T4 is a set of green vertices, and T1≤T2≤T3≤T4, since the network coverage of the gateway can be adjusted, the node in the color set with the least nodes can be selected as the gateway, and then the coverage radius of each gateway is combined so that it can cover the pre-given coverage area, thereby ensuring full coverage of all nodes.

由于单个网关的覆盖范围有限,单个网关可能无法提供对整个网络区域的完全覆盖,增加网关数量可以有效提高网络的连通性,但由于网关的部署成本较高,在实际网络中的网关数量需要控制。为此,在本发明方案中以实现网关对网络区域的完全覆盖,同时减少网关的数量为目标。Since the coverage of a single gateway is limited, a single gateway may not be able to provide full coverage of the entire network area. Increasing the number of gateways can effectively improve the connectivity of the network, but due to the high deployment cost of the gateway, the number of gateways in the actual network needs to be controlled. To this end, the solution of the present invention aims to achieve full coverage of the network area by the gateway while reducing the number of gateways.

相比于传统的网关部署方法,本发明能够将网关数量由N缩减到N/4的原因在于:本发明方案通过将网关部署问题建模为艺术画廊问题,将封闭的网络模型抽象为包含N个顶点的平面多边形P,针对平面多边形P进行四角剖分以及四染色,我们选择红色、黄色、蓝色和绿色对顶点进行染色,假设T1为红色顶点的集合,T2为黄色顶点的集合,T3为蓝色顶点的集合,T4为绿色顶点的集合,并且T1≤T2≤T3≤T4,我们选择T=T3,意味着T表示网关节点的集合。对于P中的任意点d,在P的四边形中有一个点b属于T。由于模型中的每个四角形都是凸多边形,因此线段/>属于P,即网关放置在相同的颜色位置,可以覆盖整个区域,网关数量的上限为/>由此可以看出,使用本发明的网关部署方法可以确定满足节点覆盖要求的最少网关数量和最优网关位置,能够在使用较少的网关的情况下,解决自组织网络中节点不能完全被网关覆盖的问题,提高网关覆盖率;并且,本发明的网关部署方法在满足节点全覆盖的前提下,减少了网关的数量,从而降低了网关部署成本。Compared with the traditional gateway deployment method, the present invention can reduce the number of gateways from N to N/4 because: the present invention modeled the gateway deployment problem as an art gallery problem, abstracted the closed network model into a plane polygon P containing N vertices, and performed quadrilateral decomposition and quad-coloring on the plane polygon P. We chose red, yellow, blue and green to color the vertices. Assuming that T1 is the set of red vertices, T2 is the set of yellow vertices, T3 is the set of blue vertices, T4 is the set of green vertices, and T1≤T2≤T3≤T4, we chose T=T3, which means T represents the set of gateway nodes. For any point d in P, there is a point b in the quadrilateral of P that belongs to T. Since each quadrilateral in the model is a convex polygon, the line segment /> Belongs to P, that is, the gateways are placed in the same color position, which can cover the entire area. The upper limit of the number of gateways is/> It can be seen from this that the gateway deployment method of the present invention can determine the minimum number of gateways and the optimal gateway position that meet the node coverage requirements, and can solve the problem that nodes in the self-organizing network cannot be fully covered by the gateway when using fewer gateways, thereby improving the gateway coverage rate; and, the gateway deployment method of the present invention reduces the number of gateways while meeting the full coverage of the nodes, thereby reducing the gateway deployment cost.

最后应说明的是:以上实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims (3)

1.一种自组织网络的网关部署方法,其特征在于,包括:1. A gateway deployment method for a self-organizing network, characterized by comprising: 步骤1:确定自组织网络中位于网络最外层的所有节点,记作最外层节点;将所有最外层节点首尾相连,形成一个封闭的网络区域;Step 1: Determine all nodes in the outermost layer of the self-organizing network, which are recorded as outermost nodes; connect all outermost nodes end to end to form a closed network area; 步骤2:将所述封闭的网络区域划分为若干个四角形区域;具体包括:将所述封闭的网络区域看作一个平面多边形,自组织网络中的最外层节点为所述平面多边形的顶点,自组织网络中的其余节点位于所述平面多边形内部;以两个顶点为一组,将所述平面多边形的所有顶点划分为若干组顶点对;针对每组顶点对,在两个顶点之间进行连线以将所述平面多边形划分为若干个四角形区域;其中,若干组顶点对之间的连线互不相交;Step 2: Divide the closed network area into a number of quadrilateral areas; specifically comprising: regarding the closed network area as a plane polygon, the outermost nodes in the self-organizing network are the vertices of the plane polygon, and the remaining nodes in the self-organizing network are located inside the plane polygon; taking two vertices as a group, all vertices of the plane polygon are divided into a number of vertex pairs; for each group of vertex pairs, connecting lines between the two vertices to divide the plane polygon into a number of quadrilateral areas; wherein the connecting lines between the groups of vertex pairs do not intersect each other; 步骤3:选取四种不同颜色,为所有四角形顶点均染上颜色;其中,同一个四角形的四个顶点的颜色应互不相同;Step 3: Select four different colors and color all the vertices of the quadrilaterals. The colors of the four vertices of the same quadrilateral should be different. 步骤4:选定四种颜色中的一种颜色,将选定颜色对应的节点作为网关。Step 4: Select one of the four colors and use the node corresponding to the selected color as the gateway. 2.根据权利要求1所述的一种自组织网络的网关部署方法,其特征在于,所述平面多边形为凸多边形。2. A gateway deployment method for a self-organizing network according to claim 1, characterized in that the planar polygon is a convex polygon. 3.根据权利要求1所述的一种自组织网络的网关部署方法,其特征在于,步骤4具体包括:3. The gateway deployment method of a self-organizing network according to claim 1, wherein step 4 specifically comprises: 统计每种颜色的顶点的个数,将第一种颜色、第二种颜色、第三种颜色和第四种颜色的顶点的集合依次记为T1、T2、T3、T4;其中,T1≤T2≤T3≤T4;Count the number of vertices of each color, and record the sets of vertices of the first color, the second color, the third color, and the fourth color as T 1, T 2, T 3, T 4, respectively; where T 1≤ T 2≤ T 3≤ T 4; 选择第一种颜色集合中的节点作为网关,并设定每个网关的覆盖半径使得其能够覆盖预先给定的覆盖区域。Nodes in the first color set are selected as gateways, and the coverage radius of each gateway is set so that it can cover a pre-given coverage area.
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