CN106686681A - Cluster head satellite selection method and device - Google Patents

Cluster head satellite selection method and device Download PDF

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CN106686681A
CN106686681A CN201710006248.2A CN201710006248A CN106686681A CN 106686681 A CN106686681 A CN 106686681A CN 201710006248 A CN201710006248 A CN 201710006248A CN 106686681 A CN106686681 A CN 106686681A
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satellite
cluster head
cluster
satellites
head alternative
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CN106686681B (en
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任勇
张凯
姜春晓
王景璟
郭强
王新
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Tsinghua University
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W40/00Communication routing or communication path finding
    • H04W40/02Communication route or path selection, e.g. power-based or shortest path routing
    • H04W40/04Communication route or path selection, e.g. power-based or shortest path routing based on wireless node resources
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L45/00Routing or path finding of packets in data switching networks
    • H04L45/46Cluster building
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W84/00Network topologies
    • H04W84/02Hierarchically pre-organised networks, e.g. paging networks, cellular networks, WLAN [Wireless Local Area Network] or WLL [Wireless Local Loop]
    • H04W84/04Large scale networks; Deep hierarchical networks
    • H04W84/06Airborne or Satellite Networks

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Abstract

The invention provides a cluster head satellite selection method and device, and the method comprises the steps: calculating the qualification parameter of each of a plurality of target satellites in a current satellite cluster, and obtaining a plurality of qualification parameters, wherein the qualification parameters are used for determining the qualification of determining the target satellite as the cluster head satellite; determining at least one alternative cluster head satellite from the plurality of target satellites according to the plurality of qualification parameters; carrying out the gaming of the alternative cluster head satellites, and determining the cluster head satellite from the alternative cluster head satellites according to a gaming result. The method can determine the cluster head satellite with the better communication quality from the plurality of satellites, so as to improve the transmission performance of a satellite cluster. When a satellite user has the demand for large-capacity contents, the method can greatly reduce the time delay, improves the experience of the satellite user, reflects the satellite distributed and personalized characteristics, and solves a technical problem that the data transmission performance of a cluster head satellite selected through a conventional cluster head satellite selection method is poorer.

Description

簇头卫星的选择方法及装置Cluster head satellite selection method and device

技术领域technical field

本发明涉及卫星通信的技术领域,尤其是涉及一种簇头卫星的选择方法及装置。The invention relates to the technical field of satellite communication, in particular to a cluster head satellite selection method and device.

背景技术Background technique

分布式星群是指一些分布在相同或者邻近轨道上的卫星群,由于其可以灵活的组网协同,有效地资源整合,具有重要的国家战略意义。然而,分布式星群往往用于临时的突发的业务,此时卫星的拓扑往往呈现出不规律,高度动态,分布式的特点,如何有效的选择簇头是其核心技术之一。Distributed constellations refer to some satellite groups distributed on the same or adjacent orbits. Because they can be flexibly networked and coordinated, and effectively integrate resources, they have important national strategic significance. However, distributed constellations are often used for temporary burst services. At this time, the topology of satellites often presents irregular, highly dynamic, and distributed characteristics. How to effectively select cluster heads is one of its core technologies.

现有的簇头选择方法,即网关选择算法,往往基于特定的准则,比如选择最靠近特定地面站卫星作为簇头。而一些基于IP的卫星组网技术,可以考虑基于ID的方案,比如选择具有最大或者最小ID的卫星。Existing cluster head selection methods, namely gateway selection algorithms, are often based on specific criteria, such as selecting the satellite closest to a specific ground station as a cluster head. For some IP-based satellite networking technologies, an ID-based solution may be considered, such as selecting a satellite with the largest or smallest ID.

实际上,随着空间中卫星和对应的地面站数目的不断增加,一个卫星可能对应了多个可用的地面站。特别的,不同卫星之间可能有相同的内容需求时候,特别是如今人们对视频,音频,即时新闻等多媒体服务的需求不断增加。事实上,人们的内容需求往往呈现出幂率分布的特点,即极少数内容被极大多数人需要,所以两颗卫星需求相同的内容具有极大的可能性。然而,现有技术中的簇头选择方法在面对人们大容量的内容需求时,选择出的簇头卫星进行数据传输时性能较差,卫星用户的用户体验不够好。In fact, with the increasing number of satellites and corresponding ground stations in space, one satellite may correspond to multiple available ground stations. In particular, different satellites may have the same content requirements, especially nowadays, people's demand for multimedia services such as video, audio, and instant news continues to increase. In fact, people's content needs often show the characteristics of a power-law distribution, that is, a very small number of content is needed by a very large number of people, so there is a great possibility that two satellites need the same content. However, when the cluster head selection method in the prior art meets people's large-capacity content requirements, the performance of the selected cluster head satellites for data transmission is poor, and the user experience of satellite users is not good enough.

发明内容Contents of the invention

本发明的目的在于提供一种簇头卫星的选择方法及装置,以缓解通过现有的簇头卫星的选择方法选择出的簇头卫星进行数据传输时性能较差的技术问题。The object of the present invention is to provide a method and device for selecting cluster head satellites, so as to alleviate the technical problem of poor performance of the cluster head satellites selected by the existing cluster head satellite selection method for data transmission.

根据本发明实施例的一个方面,提供了一种簇头卫星的选择方法,包括:计算当前卫星簇内多个目标卫星中每个所述目标卫星的资质参数,得到多个资质参数,其中,所述资质参数用于确定所述目标卫星作为簇头卫星的资质;根据所述多个资质参数在所述多个目标卫星中确定至少一个簇头备选卫星;将所述至少一个簇头备选卫星进行博弈,并根据博弈结果在所述至少一个簇头备选卫星中确定所述簇头卫星。According to an aspect of an embodiment of the present invention, a method for selecting a cluster head satellite is provided, including: calculating the qualification parameters of each of the target satellites in the current satellite cluster to obtain multiple qualification parameters, wherein, The qualification parameter is used to determine the qualification of the target satellite as a cluster head satellite; determine at least one cluster head candidate satellite among the plurality of target satellites according to the plurality of qualification parameters; prepare the at least one cluster head Selecting satellites to conduct a game, and determining the cluster head satellite among the at least one cluster head candidate satellite according to the game result.

进一步地,将所述至少一个簇头备选卫星进行博弈,并根据博弈结果在所述至少一个簇头备选卫星中确定所述簇头卫星包括:确定当前时刻每个所述簇头备选卫星的收费价格;确定所述当前时刻每个所述簇头备选卫星的竞选概率,其中,所述竞选概率用于表示在所述当前时刻,所述簇头备选卫星是否参与所述簇头卫星的竞选;根据所述收费价格和所述竞选概率,将所述至少一个簇头备选卫星进行博弈处理,以根据博弈结果确定所述簇头卫星。Further, performing a game on the at least one cluster head candidate satellite, and determining the cluster head satellite among the at least one cluster head candidate satellite according to the game result includes: determining each of the cluster head candidate satellites at the current moment Satellite charging price; determine the election probability of each cluster head candidate satellite at the current moment, wherein the election probability is used to indicate whether the cluster head candidate satellite participates in the cluster at the current moment Election of the head satellite: according to the charging price and the election probability, the at least one cluster head candidate satellite is subjected to game processing, so as to determine the cluster head satellite according to the game result.

进一步地,根据所述收费价格和所述竞选概率,将所述至少一个簇头备选卫星进行博弈处理,以根据博弈结果确定所述簇头卫星包括:获取所述当前时刻的博弈结果;判断所述当前时刻的博弈结果是否满足停止博弈条件,其中,所述停止博弈条件为所述簇头备选卫星中只有一个簇头备选卫星的标志参数为第一预设数值,所述标志参数为通过所述竞选概率确定出的用于指示所述簇头备选卫星是否参与所述簇头卫星的竞选的参数;如果判断出不满足所述停止博弈条件,则根据所述当前时刻每个所述簇头备选卫星的标志参数调整所述收费价格,并返回执行确定所述当前时刻每个所述簇头备选卫星的竞选概率的步骤,以使至少一个所述簇头备选卫星重新进行博弈;如果判断出满足所述停止博弈条件,确定多个所述标志参数中为所述第一预设数值的标志参数所对应的簇头备选卫星为所述簇头卫星。Further, according to the charging price and the election probability, performing game processing on the at least one cluster head candidate satellite, so as to determine the cluster head satellite according to the game result includes: obtaining the game result at the current moment; judging Whether the game result at the current moment satisfies the game stop condition, wherein the game stop condition is that the flag parameter of only one cluster head candidate satellite among the cluster head candidate satellites is the first preset value, and the flag parameter It is a parameter determined by the election probability to indicate whether the cluster head candidate satellite participates in the election of the cluster head satellite; if it is judged that the game stop condition is not satisfied, each The flag parameter of the cluster head candidate satellite adjusts the charging price, and returns to the step of determining the election probability of each of the cluster head candidate satellites at the current moment, so that at least one cluster head candidate satellite Replaying the game; if it is judged that the game stop condition is met, determine the cluster head candidate satellite corresponding to the flag parameter with the first preset value among the flag parameters as the cluster head satellite.

进一步地,根据所述当前时刻每个所述簇头备选卫星的标志参数调整所述收费价格包括:判断每个所述簇头备选卫星的标志参数是所述第一预设数值,还是第二预设数值;如果判断出每个所述簇头备选卫星的标志参数是所述第一预设数值,则根据公式ck=ck-δ·Δck调整所述簇头备选卫星的收费价格,其中,δ表示第一比例系数;如果判断出每个所述簇头备选卫星的标志参数是所述第二预设数值,则根据公式ck=ck+λ·Δck调整所述簇头备选卫星的收费价格,其中,λ表示第二比例系数。Further, adjusting the charging price according to the flag parameter of each of the cluster head candidate satellites at the current moment includes: judging whether the flag parameter of each of the cluster head candidate satellites is the first preset value, or The second preset value; if it is judged that the flag parameter of each of the cluster head candidate satellites is the first preset value, then adjust the cluster head candidate according to the formula c k =c k -δ·Δc k The charging price of the satellite, wherein, δ represents the first proportional coefficient; if it is judged that the flag parameter of each of the cluster head candidate satellites is the second preset value, then according to the formula c k =c k +λ·Δc k adjusts the charging price of the cluster head candidate satellites, where λ represents the second proportional coefficient.

进一步地,确定所述当前时刻每个所述簇头备选卫星的竞选概率包括:根据公式确定所述当前时刻每个所述簇头备选卫星的竞选概率,其中,Hk表示簇头备选卫星k的资质参数,πk表示所述簇头备选卫星k的竞选概率。Further, determining the election probability of each of the cluster head candidate satellites at the current moment includes: according to the formula Determine the election probability of each of the cluster head candidate satellites at the current moment, where H k represents the qualification parameter of the cluster head candidate satellite k, and π k represents the election probability of the cluster head candidate satellite k.

进一步地,当所述收费价格为初始收费价格时,确定所述当前时刻每个所述簇头备选卫星的收费价格包括:根据公式计算每个所述簇头备选卫星的收益值,其中,Rk表示收益值,γ表示每个所述簇头备选卫星向目标地面站获取数据的单位费用,u表示每个所述簇头备选卫星单位数据的收益,Ωj(t)表示所述当前卫星簇已经有的全部传输内容,Θk→j(t)表示簇头备选卫星的与所述当前卫星簇内已经有的总的传输内容的相似度;根据所述收益值确定每个所述簇头备选卫星的最大收费价格;根据所述收益值确定每个所述簇头备选卫星的最小收费价格;基于所述最大收费价格和所述最小收费价格确定每个所述簇头备选卫星的所述初始收费价格。Further, when the charging price is the initial charging price, determining the charging price of each of the cluster head candidate satellites at the current moment includes: according to the formula Calculate the revenue value of each of the cluster head candidate satellites, where R k represents the revenue value, γ represents the unit cost for each of the cluster head candidate satellites to obtain data from the target ground station, and u represents each cluster head Ω j (t) represents the entire transmission content that the current satellite cluster has already had, and Θ k→j (t) represents the data of the cluster head candidate satellite that is already in the current satellite cluster. The similarity of the total transmission content; Determine the maximum charging price of each of the cluster head candidate satellites according to the revenue value; Determine the minimum charging price of each of the cluster head candidate satellites according to the revenue value; The maximum charging price and the minimum charging price determine the initial charging price of each of the cluster head candidate satellites.

进一步地,计算当前卫星簇内多个目标卫星中每个所述目标卫星的资质参数包括:获取第一指标第二指标dk(t)和第三指标pk(t),其中,所述第一指标表示所述目标卫星在所述当前卫星簇的生存时间,所述第二指标表示所述目标卫星与所述当前卫星簇内其他卫星之间的平均距离,所述第三指标表示所述目标卫星的电量水平;获取预先分别为所述第一指标,所述第二指标和所述第三指标分配的第一权重β1,第二权重β2和第三权重β3;基于所述第一权重β1,所述第二权重β2和所述第三权重β3,通过公式计算所述第一指标,所述第二指标的倒数和所述第三指标的加权和,并将加权和作为所述资质参数。Further, calculating the qualification parameters of each of the target satellites in the multiple target satellites in the current satellite cluster includes: obtaining the first index The second index d k (t) and the third index p k (t), wherein, the first index represents the survival time of the target satellite in the current satellite cluster, and the second index represents the target satellite The average distance from other satellites in the current satellite cluster, the third indicator represents the power level of the target satellite; the acquisition pre-respectively is the first indicator, the second indicator and the third indicator Assigned first weight β 1 , second weight β 2 and third weight β 3 ; based on the first weight β 1 , the second weight β 2 and the third weight β 3 , by the formula Calculate the weighted sum of the first index, the reciprocal of the second index and the third index, and use the weighted sum as the qualification parameter.

根据本发明实施例的另一个方面,还提供了一种簇头卫星的选择装置,包括:计算模块,用于计算当前卫星簇内多个目标卫星中每个所述目标卫星的资质参数,得到多个资质参数,其中,所述资质参数用于确定所述目标卫星作为簇头卫星的资质;确定模块,用于根据所述多个资质参数在所述多个目标卫星中确定至少一个簇头备选卫星;博弈模块,用于将所述至少一个簇头备选卫星进行博弈,并根据博弈结果在所述至少一个簇头备选卫星中确定所述簇头卫星。According to another aspect of the embodiments of the present invention, there is also provided a cluster head satellite selection device, including: a calculation module, used to calculate the qualification parameters of each target satellite among the multiple target satellites in the current satellite cluster, to obtain A plurality of qualification parameters, wherein the qualification parameters are used to determine the qualification of the target satellite as a cluster head satellite; a determination module is used to determine at least one cluster head among the plurality of target satellites according to the plurality of qualification parameters Candidate satellites: a gaming module, configured to conduct a game with the at least one cluster head candidate satellite, and determine the cluster head satellite among the at least one cluster head candidate satellite according to the game result.

进一步地,所述博弈模块用于:确定当前时刻每个所述簇头备选卫星的收费价格;确定所述当前时刻每个所述簇头备选卫星的竞选概率,其中,所述竞选概率用于表示在所述当前时刻,所述簇头备选卫星是否参与所述簇头卫星的竞选;根据所述收费价格和所述竞选概率,将所述至少一个簇头备选卫星进行博弈处理,以根据博弈结果确定所述簇头卫星。Further, the game module is used to: determine the charging price of each of the cluster head candidate satellites at the current moment; determine the election probability of each of the cluster head candidate satellites at the current moment, wherein the election probability It is used to indicate whether the cluster head candidate satellite participates in the election of the cluster head satellite at the current moment; according to the charging price and the election probability, the at least one cluster head candidate satellite is subjected to game processing , to determine the cluster head satellite according to the game result.

进一步地,所述博弈模块还用于:获取所述当前时刻的博弈结果;判断所述当前时刻的博弈结果是否满足停止博弈条件,其中,所述停止博弈条件为所述簇头备选卫星中只有一个簇头备选卫星的标志参数为第一预设数值,所述标志参数为通过所述竞选概率确定出的用于指示所述簇头备选卫星是否参与所述簇头卫星的竞选的参数;如果判断出不满足所述停止博弈条件,则根据所述当前时刻每个所述簇头备选卫星的标志参数调整所述收费价格,并返回执行确定所述当前时刻每个所述簇头备选卫星的竞选概率的步骤,以使至少一个所述簇头备选卫星重新进行博弈;如果判断出满足所述停止博弈条件,确定多个所述标志参数中为所述第一预设数值的标志参数所对应的簇头备选卫星为所述簇头卫星。Further, the game module is also used for: acquiring the game result at the current moment; judging whether the game result at the current moment satisfies the condition for stopping the game, wherein the condition for stopping the game is that among the cluster head candidate satellites The flag parameter of only one cluster head candidate satellite is the first preset value, and the flag parameter is determined by the election probability to indicate whether the cluster head candidate satellite participates in the election of the cluster head satellite. parameters; if it is judged that the game stop condition is not met, adjust the charging price according to the flag parameters of each of the cluster head candidate satellites at the current moment, and return to perform the determination of each of the clusters at the current moment The step of the election probability of the head candidate satellite, so that at least one of the cluster head candidate satellites re-plays the game; if it is judged that the game stop condition is met, determine the first preset among the plurality of flag parameters The cluster head candidate satellites corresponding to the numerical flag parameters are the cluster head satellites.

在本发明实施例提供的一种簇头卫星的选择方法及装置中,该簇头卫星的选择方法包括:计算当前簇内多个目标卫星中每个目标卫星的资质参数,得到多个资质参数,其中,资质参数用于确定目标卫星作为簇头卫星的资质;在多个资质参数中确定至少一个目标资质参数,并确定至少一个目标资质参数对应的目标卫星作为簇头备选卫星;将至少一个簇头备选卫星进行博弈,并根据博弈结果确定簇头卫星。In a cluster head satellite selection method and device provided in an embodiment of the present invention, the cluster head satellite selection method includes: calculating the qualification parameters of each target satellite among the multiple target satellites in the current cluster to obtain multiple qualification parameters , wherein the qualification parameter is used to determine the qualification of the target satellite as a cluster head satellite; determine at least one target qualification parameter among multiple qualification parameters, and determine the target satellite corresponding to at least one target qualification parameter as a cluster head candidate satellite; set at least A cluster head candidate satellite conducts a game, and the cluster head satellite is determined according to the game result.

与现有技术中的簇头选择方法无法体现卫星分布式和个性化的特点相比,其通过计算多个目标卫星的资质参数,然后,在多个资质参数中确定至少一个目标资质参数,并确定至少一个目标资质参数对应的目标卫星作为簇头备选卫星;最后,将至少一个簇头备选卫星进行博弈,并根据博弈结果确定簇头卫星。该方法能够根据目标资质参数确定至少一个目标资质参数对应的目标卫星作为簇头备选卫星,最终由至少一个簇头备选卫星进行博弈确定通信质量较好的簇头卫星,以提升卫星簇的传输性能,当卫星用户有大容量内容需求时,能够极大的降低时延,提高卫星用户的用户体验,体现了卫星分布式,个性化的特点,同时具有较好的收敛性和可扩展性,缓解了通过现有的簇头卫星的选择方法选择出的簇头卫星进行数据传输时性能较差的技术问题。Compared with the cluster head selection method in the prior art that cannot reflect the characteristics of satellite distribution and individualization, it calculates the qualification parameters of multiple target satellites, and then determines at least one target qualification parameter among the multiple qualification parameters, and Determine the target satellite corresponding to at least one target qualification parameter as the cluster head candidate satellite; finally, conduct a game with at least one cluster head candidate satellite, and determine the cluster head satellite according to the game result. The method can determine at least one target satellite corresponding to the target qualification parameter as the cluster head candidate satellite according to the target qualification parameter, and finally at least one cluster head candidate satellite conducts a game to determine the cluster head satellite with better communication quality to improve the satellite cluster. Transmission performance, when satellite users have large-capacity content requirements, it can greatly reduce the delay and improve the user experience of satellite users, reflecting the characteristics of distributed and personalized satellites, and has good convergence and scalability , alleviating the technical problem of poor performance when the cluster head satellites selected by the existing cluster head satellite selection method perform data transmission.

本发明的其他特征和优点将在随后的说明书中阐述,并且,部分地从说明书中变得显而易见,或者通过实施本发明而了解。本发明的目的和其他优点在说明书、权利要求书以及附图中所特别指出的结构来实现和获得。Additional features and advantages of the invention will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.

为使本发明的上述目的、特征和优点能更明显易懂,下文特举较佳实施例,并配合所附附图,作详细说明如下。In order to make the above-mentioned objects, features and advantages of the present invention more comprehensible, preferred embodiments will be described in detail below together with the accompanying drawings.

附图说明Description of drawings

为了更清楚地说明本发明具体实施方式或现有技术中的技术方案,下面将对具体实施方式或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施方式,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the specific implementation of the present invention or the technical solutions in the prior art, the following will briefly introduce the accompanying drawings that need to be used in the specific implementation or description of the prior art. Obviously, the accompanying drawings in the following description The drawings show some implementations of the present invention, and those skilled in the art can obtain other drawings based on these drawings without any creative work.

图1为本发明实施例提供的一种簇头卫星的选择方法的流程图;Fig. 1 is a flow chart of a method for selecting a cluster head satellite provided by an embodiment of the present invention;

图2为本发明实施例提供的计算当前卫星簇内多个目标卫星中每个目标卫星的资质参数的流程图;Fig. 2 is a flow chart of calculating the qualification parameters of each target satellite in a plurality of target satellites in the current satellite cluster provided by an embodiment of the present invention;

图3为本发明实施例提供的将至少一个簇头备选卫星进行博弈,并根据博弈结果在至少一个簇头备选卫星中确定簇头卫星的流程图;FIG. 3 is a flow chart of performing a game with at least one cluster head candidate satellite and determining a cluster head satellite among at least one cluster head candidate satellite according to the game result provided by an embodiment of the present invention;

图4为本发明实施例提供的根据收费价格和竞选概率,将至少一个簇头备选卫星进行博弈处理的流程图;Fig. 4 is the flow chart of game processing with at least one cluster head candidate satellite according to the charge price and election probability provided by the embodiment of the present invention;

图5为本发明实施例提供的根据当前时刻每个簇头备选卫星的标志参数调整收费价格的流程图;Fig. 5 is the flow chart of adjusting the charging price according to the sign parameter of each cluster head candidate satellite provided by the embodiment of the present invention;

图6为本发明实施例提供的当收费价格为初始收费价格时,确定当前时刻每个簇头备选卫星的收费价格的流程图;Fig. 6 is a flow chart of determining the charging price of each cluster head candidate satellite at the current moment when the charging price is the initial charging price provided by an embodiment of the present invention;

图7为本发明实施例提供的一种簇头卫星的选择装置的结构示意图。Fig. 7 is a schematic structural diagram of a cluster head satellite selection device provided by an embodiment of the present invention.

图标:11-计算模块;12-确定模块;13-博弈模块。Icons: 11-calculation module; 12-determination module; 13-game module.

具体实施方式detailed description

为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合附图对本发明的技术方案进行清楚、完整地描述,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 solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. the embodiment. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

目前,对于现有技术中,簇头卫星的选择方法一般都基于特定的准则,没有考虑到用户的大容量内容需求,致使资源传输的时延较长,卫星用户的用户体验较差。基于此,本发明实施例提供的一种簇头卫星的选择方法,该方法能够根据目标资质参数确定至少一个目标资质参数对应的目标卫星作为簇头备选卫星,最终由至少一个簇头备选卫星进行博弈确定簇头卫星,使得确定的簇头卫星具有很好的通信质量同时具有较大的电量,当卫星用户有大容量内容需求时,能够极大的降低时延,提高卫星用户的用户体验,体现了卫星分布式,个性化的特点。At present, in the existing technology, the selection method of cluster head satellites is generally based on specific criteria, without considering the large-capacity content requirements of users, resulting in long delays in resource transmission and poor user experience for satellite users. Based on this, an embodiment of the present invention provides a method for selecting a cluster head satellite, which can determine at least one target satellite corresponding to the target qualification parameter as a cluster head candidate satellite according to the target qualification parameter, and finally at least one cluster head candidate satellite The satellites play a game to determine the cluster head satellites, so that the determined cluster head satellites have good communication quality and large power consumption. When satellite users have large-capacity content requirements, it can greatly reduce the delay and improve the user experience of satellite users. The experience embodies the characteristics of satellite distribution and personalization.

为便于对本实施例进行理解,首先对本发明实施例所公开的一种簇头卫星的选择方法进行详细介绍。In order to facilitate understanding of this embodiment, a method for selecting a cluster head satellite disclosed in an embodiment of the present invention is firstly introduced in detail.

一种簇头卫星的选择方法,参考图1,包括:A method for selecting a cluster head satellite, referring to Fig. 1, comprising:

S101,计算当前卫星簇内多个目标卫星中每个目标卫星的资质参数,得到多个资质参数,其中,资质参数用于确定目标卫星作为簇头卫星的资质;S101. Calculate the qualification parameters of each target satellite among the multiple target satellites in the current satellite cluster to obtain multiple qualification parameters, wherein the qualification parameters are used to determine the qualification of the target satellite as a cluster head satellite;

在本发明实施例中,簇头卫星用于为当前卫星簇内的其他卫星进行数据传输。为了保证数据传输时的传输性能,需要选择性能最优的簇头卫星来进行数据传输。在本发明实施例中,优选通过计算每个目标卫星的资质参数来每个目标卫星作为簇头卫星的资质,以根据多个资质参数确定簇头卫星。In the embodiment of the present invention, the cluster head satellite is used for data transmission for other satellites in the current satellite cluster. In order to ensure the transmission performance during data transmission, it is necessary to select the cluster head satellite with the best performance for data transmission. In the embodiment of the present invention, the qualification of each target satellite as a cluster head satellite is preferably determined by calculating the qualification parameters of each target satellite, so as to determine the cluster head satellite according to multiple qualification parameters.

其中,资质参数可以为影响卫星通信质量的参数,表征卫星具有较大能量的参数,这些参数和卫星用户的用户体验息息相关。Wherein, the qualification parameter may be a parameter that affects the quality of satellite communication, a parameter that indicates that the satellite has relatively large energy, and these parameters are closely related to the user experience of the satellite user.

S102,根据多个资质参数在多个目标卫星中确定至少一个簇头备选卫星;S102. Determine at least one cluster head candidate satellite among multiple target satellites according to multiple qualification parameters;

在本发明实施例中,在确定出至少一个资质参数之后,就可以根据资质参数确定簇头备选卫星,其中,簇头备选卫星表示其有可能成为簇头卫星。In the embodiment of the present invention, after at least one qualification parameter is determined, a cluster head candidate satellite may be determined according to the qualification parameter, wherein the cluster head candidate satellite indicates that it may become a cluster head satellite.

根据至少一个资质参数确定簇头备选卫星的方式有很多中,在本发明实施例的一个可选实施方式中,可以将计算得到的至少一个资质参数的值按照从大到小的顺序进行排序,得到排序序列;然后将资质参数的值满足预设条件的多个资质参数所对应的目标卫星作为簇头备选卫星。例如,将排序序列中的前N个资质参数对应的目标卫星作为簇头备选卫星。需要说明的是,预设条件可以根据需要进行设定,本发明实施例对其不做具体限制。There are many ways to determine cluster head candidate satellites according to at least one qualification parameter. In an optional implementation manner of the embodiment of the present invention, the calculated value of at least one qualification parameter can be sorted in descending order , to obtain a sorting sequence; then, the target satellites corresponding to multiple qualification parameters whose qualification parameter values meet the preset conditions are used as cluster head candidate satellites. For example, the target satellites corresponding to the first N qualification parameters in the sorting sequence are used as cluster head candidate satellites. It should be noted that the preset condition may be set as required, and is not specifically limited in the embodiment of the present invention.

S103,将至少一个簇头备选卫星进行博弈,并根据博弈结果在至少一个簇头备选卫星中确定簇头卫星。S103. Perform a game on at least one cluster head candidate satellite, and determine the cluster head satellite among the at least one cluster head candidate satellite according to the game result.

在得到至少一个簇头备选卫星之后,采用博弈算法使这些簇头备选卫星博弈,最终根据博弈结果来确定簇头卫星。After at least one cluster head candidate satellite is obtained, the game algorithm is used to make these cluster head candidate satellites play a game, and finally the cluster head satellite is determined according to the game result.

进一步的,参考图2,计算当前卫星簇内多个目标卫星中每个目标卫星的资质参数包括:Further, referring to FIG. 2, calculating the qualification parameters of each target satellite among the multiple target satellites in the current satellite cluster includes:

S201,获取第一指标第二指标dk(t)和第三指标pk(t),其中,第一指标表示目标卫星在当前卫星簇的生存时间,第二指标表示目标卫星与当前卫星簇内其他卫星之间的平均距离,第三指标表示目标卫星的电量水平;S201, acquire the first index The second index d k (t) and the third index p k (t), wherein, the first index represents the survival time of the target satellite in the current satellite cluster, and the second index represents the distance between the target satellite and other satellites in the current satellite cluster The average distance, the third indicator indicates the power level of the target satellite;

在本发明实施例中,发明人选取了几个关键的指标作为评估簇头资质参数(Hk)的指标,具体:选取了目标卫星在当前卫星簇的生存时间(通过采用边界距离除以速度来进行计算,即sk/vk)作为第一指标,选取了目标卫星和当前卫星簇内其它卫星之间的平均距离(dk)作为第二指标,以及选取了目标卫星的电量水平(pk)作为第三指标。In the embodiment of the present invention, the inventor selected several key indicators as the indicators for evaluating the cluster head qualification parameter (H k ), specifically: the survival time of the target satellite in the current satellite cluster was selected (by dividing the boundary distance by the speed , that is, s k /v k ) as the first indicator, the average distance (d k ) between the target satellite and other satellites in the current satellite cluster is selected as the second indicator, and the power level of the target satellite ( p k ) as the third index.

选这些指标的具体原因是目标卫星和当前卫星簇内其它卫星之间的平均距离会直接影响到簇内的通信质量,因为通信质量随距离增大而减低,所以发明人将其作为第一指标。目标卫星在当前簇的生存时间同样具有重要意义,因为频繁的切换也会降低通信质量,所以发明人将目标卫星在当前卫星簇的生存时间作为第二指标。另外,如果作为簇头卫星,会有较大的能量消耗,所以把目标卫星的电量水平作为第三指标。The specific reason for choosing these indicators is that the average distance between the target satellite and other satellites in the current satellite cluster will directly affect the communication quality in the cluster, because the communication quality decreases with the increase of distance, so the inventor takes it as the first indicator . The survival time of the target satellite in the current cluster is also of great significance, because frequent switching will also reduce the communication quality, so the inventor takes the survival time of the target satellite in the current satellite cluster as the second indicator. In addition, if it is used as a cluster head satellite, there will be a large energy consumption, so the power level of the target satellite is used as the third indicator.

S202,获取预先分别为第一指标,第二指标和第三指标分配的第一权重β1,第二权重β2和第三权重β3S202. Obtain the first weight β 1 , the second weight β 2 and the third weight β 3 respectively assigned to the first indicator, the second indicator and the third indicator in advance;

在获取到第一指标,第二指标和第三指标后,还需要获取预先分别为第一指标,第二指标和第三指标分配的第一权重,第二权重和第三权重,这些权重影响了对应指标的重要程度。另外,第一权重,第二权重和第三权重可以根据需要进行设定,本发明实施例对其不做具体限制。After obtaining the first indicator, the second indicator and the third indicator, it is also necessary to obtain the first weight, the second weight and the third weight assigned to the first indicator, the second indicator and the third indicator respectively in advance. These weights affect The importance of the corresponding indicators. In addition, the first weight, the second weight, and the third weight may be set as required, and are not specifically limited in this embodiment of the present invention.

S203,基于第一权重β1,第二权重β2和第三权重β3,通过公式计算第一指标,第二指标的倒数和第三指标的加权和,并将加权和作为资质参数。S203, based on the first weight β 1 , the second weight β 2 and the third weight β 3 , through the formula Calculate the weighted sum of the first index, the reciprocal of the second index and the third index, and use the weighted sum as the qualification parameter.

得到第一指标,第二指标,第三指标以及它们分别对应的第一权重,第二权重,第三权重后,可以采用线性加权方式来计算资质参数。After obtaining the first index, the second index, the third index and their respective corresponding first weight, second weight, and third weight, the qualification parameters can be calculated in a linear weighting manner.

具体的,通过公式计算三个指标的加权和,将得到的加权和作为目标卫星的资质参数。其中,Hk(t)表示目标卫星在当前时刻t的资质参数,表示第一指标,表示目标卫星当前时刻t在当前卫星簇的生存时间,表示第二指标的倒数,pk(t)表示第三指标,表示当期时刻t目标卫星的电量水平,对应的,β1,β2,β3分别表示第一权重,第二权重和第三权重。Specifically, through the formula Calculate the weighted sum of the three indicators, and use the weighted sum as the qualification parameter of the target satellite. Among them, H k (t) represents the qualification parameter of the target satellite at the current moment t, Indicates the first indicator, indicating the survival time of the target satellite in the current satellite cluster at the current moment t, Represents the reciprocal of the second index, p k (t) represents the third index, which represents the power level of the target satellite at time t in the current period, correspondingly, β 1 , β 2 , β 3 represent the first weight, the second weight and the third weight respectively Weights.

在得到加权和后,将Hk(t)的值按照从大到小的顺序进行排序,选择顺序靠前的预设个(例如,N个)资质参数对应的目标卫星作为簇头备选卫星,最终将至少一个簇头备选卫星进行博弈,进而确定簇头卫星。After the weighted sum is obtained, the values of H k (t) are sorted in descending order, and the target satellites corresponding to the preset (for example, N) qualification parameters in the top order are selected as the cluster head candidate satellites , and finally at least one cluster head candidate satellite will be played to determine the cluster head satellite.

进一步的,参考图3,将至少一个簇头备选卫星进行博弈,并根据博弈结果在至少一个簇头备选卫星中确定簇头卫星包括:Further, referring to FIG. 3 , at least one cluster head candidate satellite is gamed, and determining the cluster head satellite among at least one cluster head candidate satellite according to the game result includes:

S301,确定当前时刻每个簇头备选卫星的收费价格;S301, determining the charging price of each cluster head candidate satellite at the current moment;

为了鼓励簇头备选卫星作为簇头,采用了价格优势,即计算当前时刻每个簇头备选卫星作为簇头卫星支付内容的收费价格。In order to encourage cluster head candidate satellites to act as cluster heads, the price advantage is adopted, that is, to calculate the charging price of each cluster head candidate satellite as the cluster head satellite payment content at the current moment.

S302,确定当前时刻每个簇头备选卫星的竞选概率,其中,竞选概率用于表示在当前时刻,簇头备选卫星是否参与簇头卫星的竞选;S302. Determine the election probability of each cluster head candidate satellite at the current moment, wherein the election probability is used to indicate whether the cluster head candidate satellite participates in the election of the cluster head satellite at the current moment;

在博弈的过程中,每个簇头备选卫星根据自身的参数能够获取一个竞选概率πk。其中,在博弈过程中,根据πk的值决定簇头备选卫星是否参与簇头卫星的竞选。在本发明中,用gk作为标志参数,其中,gk=1表示簇头备选卫星参与簇头卫星的竞选,gk=0表示簇头卫星不参与簇头卫星的竞选。根据随机值和竞选概率πk的值比较得到标志参数gk的值。During the game, each cluster head candidate satellite can obtain an election probability π k according to its own parameters. Among them, in the game process, it is decided according to the value of π k whether the cluster head candidate satellites participate in the election of cluster head satellites. In the present invention, g k is used as a flag parameter, where g k =1 indicates that the cluster head candidate satellite participates in the election of the cluster head satellite, and g k =0 indicates that the cluster head satellite does not participate in the election of the cluster head satellite. The value of the flag parameter g k is obtained by comparing the random value with the value of the election probability πk.

具体的,如果竞选概率πk满足下述公式:则得到gk=1;如果竞选概率πk满足:则得到gk=0,其中,η表示预先设置的参数,rand(1)表示随机产生(0,1)之间的一个数字,K表示簇头备选卫星的数量,κ是噪声因子参数。Specifically, if the election probability π k satisfies the following formula: Then g k = 1; if the election probability π k satisfies: Then g k =0 is obtained, where η represents a preset parameter, rand(1) represents a randomly generated number between (0,1), K represents the number of cluster head candidate satellites, and κ is a noise factor parameter.

在本发明实施例中,如果κ趋于0,表示几乎没有噪声,意思是个体是完全理性,完全根据竞选概率决定。反之,如果κ很大,那么相对1来说竞选概率就不起作用了,也就是说个体不理性。In the embodiment of the present invention, if κ tends to 0, it means that there is almost no noise, which means that the individual is completely rational and decided entirely according to the election probability. Conversely, if κ is very large, then the election probability will not work relative to 1, that is to say, the individual is irrational.

S303,根据收费价格和竞选概率,将至少一个簇头备选卫星进行博弈处理,以根据博弈结果确定簇头卫星。S303. Perform game processing on at least one cluster head candidate satellite according to the charging price and election probability, so as to determine the cluster head satellite according to the game result.

在本发明实施例中,在确定收费价格和竞选概率之后,就可以将至少一个簇头备选卫星进行博弈处理,以根据博弈结果确定簇头卫星。In the embodiment of the present invention, after the charging price and election probability are determined, at least one cluster head candidate satellite can be game-processed to determine the cluster head satellite according to the game result.

进一步的,参考图4,根据收费价格和竞选概率,将至少一个簇头备选卫星进行博弈处理,以根据博弈结果确定簇头卫星包括:Further, referring to Fig. 4, according to the charging price and the election probability, at least one cluster head candidate satellite is subjected to game processing, so as to determine the cluster head satellite according to the game result, including:

S401,获取当前时刻的博弈结果;S401, obtaining the game result at the current moment;

S402,判断当前时刻的博弈结果是否满足停止博弈条件,如果不满足执行步骤S403,如果满足,执行步骤S404,其中,停止博弈条件为簇头备选卫星中只有一个簇头备选卫星的标志参数为第一预设数值,标志参数为通过竞选概率确定出的用于指示簇头备选卫星是否参与簇头卫星的竞选的参数;S402, judging whether the game result at the current moment satisfies the condition for stopping the game, if not, execute step S403, if yes, execute step S404, wherein the condition for stopping the game is the flag parameter of only one cluster head candidate satellite among the cluster head candidate satellites is the first preset value, and the flag parameter is a parameter determined by the election probability to indicate whether the cluster head candidate satellite participates in the election of the cluster head satellite;

在本发明实施例中,当标志参数满足公式gk=1时,表示簇头备选卫星参与簇头卫星的竞选;当标志参数满足公式gk=0时,表示簇头卫星不参与簇头卫星的竞选,其中,第一预设数值是1。In the embodiment of the present invention, when the flag parameter satisfies the formula g k =1, it means that the cluster head candidate satellite participates in the election of the cluster head satellite; when the flag parameter satisfies the formula g k =0, it means that the cluster head satellite does not participate in the cluster head satellite campaign, where the first default value is 1.

上述停止博弈条件为簇头备选卫星中只有一个簇头备选卫星的标志参数为第一预设数值,也就是说,停止博弈条件为参与竞选的簇头备选卫星中有且仅有一个簇头备选卫星的标志参数gk=1。如果不满足该条件,则需要调整簇头备选卫星的收费价格,直至有且仅有一个簇头备选卫星的标志参数gk为第一预设数值(即,1)为止。The above game stop condition is that there is only one cluster head candidate satellite among the cluster head candidate satellites, and the flag parameter of the cluster head candidate satellite is the first preset value, that is to say, the game stop condition is that there is one and only one cluster head candidate satellite participating in the election The flag parameter g k =1 of the cluster head candidate satellite. If this condition is not satisfied, the charging price of the cluster head candidate satellites needs to be adjusted until there is only one cluster head candidate satellite whose flag parameter g k is the first preset value (ie, 1).

S403,根据当前时刻每个簇头备选卫星的标志参数调整收费价格,并返回执行确定当前时刻每个簇头备选卫星的竞选概率的步骤,以使至少一个簇头备选卫星重新进行博弈;S403, adjust the charging price according to the flag parameters of each cluster head candidate satellite at the current moment, and return to the step of determining the election probability of each cluster head candidate satellite at the current moment, so that at least one cluster head candidate satellite can re-play the game ;

如果判断出不满足停止博弈条件,则需要簇头备选卫星调整收费价格,使得至少一个簇头备选卫星重新进行博弈,直至满足停止博弈条件为止。If it is judged that the conditions for stopping the game are not satisfied, the candidate cluster head satellites need to adjust the charging price, so that at least one candidate satellite for the cluster head plays the game again until the conditions for stopping the game are met.

S404,确定多个标志参数中为第一预设数值的标志参数所对应的簇头备选卫星为簇头卫星。S404. Determine the cluster head candidate satellite corresponding to the flag parameter with the first preset value among the multiple flag parameters as the cluster head satellite.

另外,如果判断出满足停止博弈条件,确定标志参数为1的簇头备选卫星作为簇头卫星。In addition, if it is judged that the conditions for stopping the game are satisfied, the cluster head candidate satellite whose flag parameter is 1 is determined as the cluster head satellite.

进一步的,参考图5,根据当前时刻每个簇头备选卫星的标志参数调整收费价格包括:Further, referring to Figure 5, adjusting the charging price according to the flag parameters of each cluster head candidate satellite at the current moment includes:

S501,判断每个簇头备选卫星的标志参数是第一预设数值,还是第二预设数值;S501, judging whether the flag parameter of each cluster head candidate satellite is a first preset value or a second preset value;

判断当前时刻每个簇头备选卫星的标志参数是否满足公式:gk=1,也就是说,判断每个簇头备选卫星的标志参数的标志参数是否为1(即,第一预设数值);以及判断当前时刻每个簇头备选卫星的标志参数是否满足公式:gk=0,也就是说,判断每个簇头备选卫星的标志参数的标志参数是否为0(即,第二预设数值)。其中,gk=1说明其有价格优势,所以下一轮降低收费价格,参考步骤S502;反之,升高收费价格,参考步骤S503。Judging whether the flag parameter of each cluster head candidate satellite at the current moment satisfies the formula: g k =1, that is to say, judging whether the flag parameter of the flag parameter of each cluster head candidate satellite is 1 (that is, the first preset value); and judging whether the flag parameter of each cluster head candidate satellite at the current moment satisfies the formula: gk =0, that is to say, judging whether the flag parameter of the flag parameter of each cluster head candidate satellite is 0 (that is, second preset value). Among them, g k =1 means that it has a price advantage, so the next round of charging price reduction, refer to step S502; otherwise, increase the charging price, refer to step S503.

S502,根据公式ck=ck-δ·Δck调整簇头备选卫星的收费价格,其中,δ表示第一比例系数;S502, adjust the charging price of the cluster head candidate satellite according to the formula c k =c k -δ·Δc k , where δ represents the first proportional coefficient;

具体的,ck表示卫星k作为簇头卫星的收费价格,首先确定调整收费价格的幅度Δck,其中,Δck可以用公式Δck=(cmax-cmin)/100计算得到。如果有gk=1,根据公式ck=ck-δ·Δck调整簇头备选卫星的收费价格,δ表示第一比例系数,可以根据需要进行设定,本发明实施例对其不做具体限制。Specifically, c k represents the charging price of satellite k as a cluster head satellite. Firstly, determine the range of adjusting the charging price Δc k , where Δc k can be calculated by the formula Δc k =(c max -c min )/100. If g k =1, adjust the charging price of the cluster head candidate satellite according to the formula c k =c k -δ·Δc k , δ represents the first proportional coefficient, which can be set according to needs, and the embodiment of the present invention does not Make specific restrictions.

S503,根据公式ck=ck+λ·Δck调整簇头备选卫星的收费价格,其中,λ表示第二比例系数。S503. Adjust the charging price of the cluster head candidate satellite according to the formula c k =c k +λ·Δc k , where λ represents the second proportional coefficient.

具体的,如果簇头备选卫星的标志参数gk=0时,即第二预设数值为0,根据公式ck=ck+λ·Δck调整簇头备选卫星的收费价格,其中,λ表示第二比例系数,可以根据需要进行设定,本发明实施例对其不做具体限制。Specifically, if the flag parameter g k of the cluster head candidate satellite = 0, that is, the second preset value is 0, adjust the charging price of the cluster head candidate satellite according to the formula c k = c k + λ·Δc k , where , λ represents the second proportional coefficient, which can be set as required, and is not specifically limited in the embodiment of the present invention.

进一步的,确定当前时刻每个簇头备选卫星的竞选概率包括:Further, determining the election probability of each cluster head candidate satellite at the current moment includes:

根据公式确定当前时刻每个簇头备选卫星的竞选概率,其中,Hk表示簇头备选卫星k的资质参数,πk表示簇头备选卫星k的竞选概率。其中,ck簇头备选卫星k作为簇头卫星的收费价格。According to the formula Determine the election probability of each cluster head candidate satellite at the current moment, where H k represents the qualification parameter of the cluster head candidate satellite k, and π k represents the election probability of the cluster head candidate satellite k. Among them, c k cluster head candidate satellite k is the charging price of the cluster head satellite.

进一步的,参考图6,当收费价格为初始收费价格时,确定当前时刻每个簇头备选卫星的收费价格包括如下步骤:Further, referring to Fig. 6, when the charging price is the initial charging price, determining the charging price of each cluster head candidate satellite at the current moment includes the following steps:

S601,根据公式计算每个簇头备选卫星的收益值,其中,Rk表示收益值,γ表示每个簇头备选卫星向目标地面站获取数据的单位费用,u表示每个簇头备选卫星单位数据的收益,Ωj(t)表示当前卫星簇已经有的全部传输内容,Θk→j(t)表示簇头备选卫星的与当前卫星簇内已经有的总的传输内容的相似度。S601, according to the formula Calculate the revenue value of each cluster head candidate satellite, where R k represents the revenue value, γ represents the unit cost for each cluster head candidate satellite to obtain data from the target ground station, and u represents the unit data of each cluster head candidate satellite , Ω j (t) represents all the transmission content of the current satellite cluster, and Θ k→j (t) represents the similarity between the cluster head candidate satellite and the total transmission content of the current satellite cluster.

为了鼓励其它卫星选择加入当前卫星簇内,而不是直接和地面站通信,簇头卫星的收费价格不能高于地面站的价格,即:In order to encourage other satellites to choose to join the current satellite cluster instead of directly communicating with the ground station, the charging price of the cluster head satellite cannot be higher than the price of the ground station, namely:

S602,根据收益值确定每个簇头备选卫星的最大收费价格;S602. Determine the maximum charging price of each cluster head candidate satellite according to the revenue value;

其中,最大收费价格cmax=min{u,γ}≥ck,其中,u表示每个簇头备选卫星单位数据的收益,γ表示每个簇头备选卫星向目标地面站获取数据的单位费用。Among them, the maximum charging price c max =min{u,γ}≥c k , where u represents the unit data revenue of each cluster head candidate satellite, and γ represents the cost of each cluster head candidate satellite to obtain data from the target ground station unit cost.

S603,根据收益值确定每个簇头备选卫星的最小收费价格;S603, determine the minimum charging price of each cluster head candidate satellite according to the revenue value;

为了鼓励簇头备选卫星作为簇头卫星,因此簇头卫星的收益不能为负值,所以可以计算得到收费价格ck的下限其中,各物理量的含义和前面出现过的物理量的含义相同,在此不再进行赘述。In order to encourage the candidate satellites of the cluster head to act as the cluster head satellites, the income of the cluster head satellites cannot be negative, so the lower limit of the charge price ck can be calculated Wherein, the meanings of the physical quantities are the same as those of the physical quantities presented above, and will not be repeated here.

S604,基于最大收费价格和最小收费价格确定每个簇头备选卫星的初始收费价格。S604. Determine the initial charging price of each cluster head candidate satellite based on the maximum charging price and the minimum charging price.

在得到最大收费价格和最小收费价格之后,可以将最大收费价格(包括最大收费价格)或者最小收费价格(包括最小收费价格)之间的任意一个收费价格作为初始收费价格。After the maximum charging price and the minimum charging price are obtained, any charging price between the maximum charging price (including the maximum charging price) or the minimum charging price (including the minimum charging price) can be used as the initial charging price.

本发明提供了一种簇头卫星的选择方法,基于演化博弈簇头选择方法能够有效的体现了卫星分布式,个性化的特点。算法具有较好的公平性和可扩展性,因而具有较好的可部署特点。The invention provides a cluster head satellite selection method, which can effectively embody the characteristics of satellite distribution and individualization based on the evolutionary game cluster head selection method. The algorithm has better fairness and scalability, so it has better deployability characteristics.

另外,本发明实施例还提供了一种簇头卫星的选择装置,参考图7,包括:In addition, the embodiment of the present invention also provides a cluster head satellite selection device, referring to FIG. 7 , including:

计算模块11,用于计算当前卫星簇内多个目标卫星中每个目标卫星的资质参数,得到多个资质参数,其中,资质参数用于确定目标卫星作为簇头卫星的资质;The calculation module 11 is used to calculate the qualification parameters of each target satellite in the plurality of target satellites in the current satellite cluster to obtain multiple qualification parameters, wherein the qualification parameters are used to determine the qualification of the target satellite as a cluster head satellite;

确定模块12,用于根据多个资质参数在多个目标卫星中确定至少一个簇头备选卫星;A determining module 12, configured to determine at least one cluster head candidate satellite among a plurality of target satellites according to a plurality of qualification parameters;

博弈模块13,用于将至少一个簇头备选卫星进行博弈,并根据博弈结果在至少一个簇头备选卫星中确定簇头卫星。The game module 13 is configured to game at least one cluster head candidate satellite, and determine the cluster head satellite among the at least one cluster head candidate satellite according to the game result.

可选地,博弈模块用于:确定当前时刻每个簇头备选卫星的收费价格;确定当前时刻每个簇头备选卫星的竞选概率,其中,竞选概率用于表示在当前时刻,簇头备选卫星是否参与簇头卫星的竞选;根据收费价格和竞选概率,将至少一个簇头备选卫星进行博弈处理,以根据博弈结果确定簇头卫星。Optionally, the game module is used to: determine the charging price of each cluster head candidate satellite at the current moment; determine the election probability of each cluster head candidate satellite at the current moment, wherein the election probability is used to indicate that at the current moment, the cluster head Whether the candidate satellites participate in the election of cluster head satellites; according to the charging price and the election probability, at least one cluster head candidate satellite is subjected to game processing, so as to determine the cluster head satellite according to the game result.

可选地,博弈模块还用于:获取当前时刻的博弈结果;判断当前时刻的博弈结果是否满足停止博弈条件,其中,停止博弈条件为簇头备选卫星中只有一个簇头备选卫星的标志参数为第一预设数值,标志参数为通过竞选概率确定出的用于指示簇头备选卫星是否参与簇头卫星的竞选的参数;如果判断出不满足停止博弈条件,则根据当前时刻每个簇头备选卫星的标志参数调整收费价格,并返回执行确定当前时刻每个簇头备选卫星的竞选概率的步骤,以使至少一个簇头备选卫星重新进行博弈;如果判断出满足停止博弈条件,确定多个标志参数中为第一预设数值的标志参数所对应的簇头备选卫星为簇头卫星。所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的系统和装置的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Optionally, the game module is also used to: obtain the game result at the current moment; judge whether the game result at the current moment satisfies the condition for stopping the game, wherein the condition for stopping the game is a sign that there is only one candidate satellite for the cluster head The parameter is the first preset value, and the flag parameter is a parameter determined by the election probability to indicate whether the cluster head candidate satellite participates in the election of the cluster head satellite; if it is judged that the game stop condition is not satisfied, each The sign parameter of the cluster head candidate satellite adjusts the charging price, and returns to the step of determining the election probability of each cluster head candidate satellite at the current moment, so that at least one cluster head candidate satellite can re-play the game; if it is judged that it satisfies The condition is to determine that the cluster head candidate satellite corresponding to the flag parameter with the first preset value among the multiple flag parameters is the cluster head satellite. Those skilled in the art can clearly understand that for the convenience and brevity of description, the specific working process of the above-described system and device can refer to the corresponding process in the foregoing method embodiments, which will not be repeated here.

可选地,博弈模块还用于:判断每个簇头备选卫星的标志参数是第一预设数值,还是第二预设数值;如果判断出每个簇头备选卫星的标志参数是第一预设数值,则根据公式ck=ck-δ·Δck调整簇头备选卫星的收费价格,其中,δ表示第一比例系数;如果判断出每个簇头备选卫星的标志参数是第二预设数值,则根据公式ck=ck+λ·Δck调整簇头备选卫星的收费价格,其中,λ表示第二比例系数。Optionally, the game module is also used to: judge whether the flag parameter of each cluster head candidate satellite is the first preset value or the second preset value; if it is judged that the flag parameter of each cluster head candidate satellite is the first A preset value, then adjust the charging price of the cluster head candidate satellite according to the formula c k = c k -δ·Δc k , wherein, δ represents the first proportional coefficient; if the flag parameter of each cluster head candidate satellite is judged is the second preset value, then adjust the charging price of the cluster head candidate satellites according to the formula c k =c k +λ·Δc k , where λ represents the second proportional coefficient.

可选地,博弈模块还用于:确定当前时刻每个簇头备选卫星的竞选概率包括:根据公式确定当前时刻每个簇头备选卫星的竞选概率,其中,Hk表示簇头备选卫星k的资质参数,πk表示簇头备选卫星k的竞选概率。Optionally, the game module is also used for: determining the election probability of each cluster head candidate satellite at the current moment includes: according to the formula Determine the election probability of each cluster head candidate satellite at the current moment, where H k represents the qualification parameter of the cluster head candidate satellite k, and π k represents the election probability of the cluster head candidate satellite k.

可选地,博弈模块还用于:当收费价格为初始收费价格时,确定当前时刻每个簇头备选卫星的收费价格包括:根据公式计算每个簇头备选卫星的收益值,其中,Rk表示收益值,γ表示每个簇头备选卫星向目标地面站获取数据的单位费用,u表示每个簇头备选卫星单位数据的收益,Ωj(t)表示当前卫星簇已经有的全部传输内容,Θk→j(t)表示簇头备选卫星的与当前卫星簇内已经有的总的传输内容的相似度;根据收益值确定每个簇头备选卫星的最大收费价格;根据收益值确定每个簇头备选卫星的最小收费价格;基于最大收费价格和最小收费价格确定每个簇头备选卫星的初始收费价格。Optionally, the game module is also used for: when the charging price is the initial charging price, determining the charging price of each cluster head candidate satellite at the current moment includes: according to the formula Calculate the revenue value of each cluster head candidate satellite, where R k represents the revenue value, γ represents the unit cost for each cluster head candidate satellite to obtain data from the target ground station, and u represents the unit data of each cluster head candidate satellite , Ω j (t) represents all the transmission content of the current satellite cluster, Θ k→j (t) represents the similarity between the candidate satellites of the cluster head and the total transmission content of the current satellite cluster; according to The revenue value determines the maximum charging price of each cluster head candidate satellite; determines the minimum charging price of each cluster head candidate satellite according to the revenue value; determines the initial charging price of each cluster head candidate satellite based on the maximum charging price and the minimum charging price price.

可选地,计算模块用于:获取第一指标第二指标dk(t)和第三指标pk(t),其中,第一指标表示目标卫星在当前卫星簇的生存时间,第二指标表示目标卫星与当前卫星簇内其他卫星之间的平均距离,第三指标表示目标卫星的电量水平;获取预先分别为第一指标,第二指标和第三指标分配的第一权重β1,第二权重β2和第三权重β3;基于第一权重β1,第二权重β2和第三权重β3,通过公式计算第一指标,第二指标的倒数和第三指标的加权和,并将加权和作为资质参数。Optionally, the calculation module is used to: obtain the first index The second index d k (t) and the third index p k (t), wherein, the first index represents the survival time of the target satellite in the current satellite cluster, and the second index represents the distance between the target satellite and other satellites in the current satellite cluster The average distance, the third index represents the power level of the target satellite; obtain the first weight β 1 , the second weight β 2 and the third weight β 3 respectively assigned to the first index, the second index and the third index in advance; based on the first One weight β 1 , the second weight β 2 and the third weight β 3 , through the formula Calculate the weighted sum of the first index, the reciprocal of the second index and the third index, and use the weighted sum as the qualification parameter.

另外,在本发明实施例的描述中,除非另有明确的规定和限定,术语“安装”、“相连”、“连接”应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或一体地连接;可以是机械连接,也可以是电连接;可以是直接相连,也可以通过中间媒介间接相连,可以是两个元件内部的连通。对于本领域的普通技术人员而言,可以具体情况理解上述术语在本发明中的具体含义。In addition, in the description of the embodiments of the present invention, unless otherwise specified and limited, the terms "installation", "connection" and "connection" should be understood in a broad sense, for example, it can be a fixed connection or a detachable connection , or integrally connected; it may be mechanically connected or electrically connected; it may be directly connected or indirectly connected through an intermediary, and it may be the internal communication of two components. Those of ordinary skill in the art can understand the specific meanings of the above terms in the present invention in specific situations.

所述功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。If the functions described above are realized in the form of software function units and sold or used as independent products, they can be stored in a computer-readable storage medium. Based on this understanding, the essence of the technical solution of the present invention or the part that contributes to the prior art or the part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including Several instructions are used to make a computer device (which may be a personal computer, a server, or a network device, etc.) execute all or part of the steps of the methods described in various embodiments of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk and other media that can store program codes. .

在本发明的描述中,需要说明的是,术语“中心”、“上”、“下”、“左”、“右”、“竖直”、“水平”、“内”、“外”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。此外,术语“第一”、“第二”、“第三”仅用于描述目的,而不能理解为指示或暗示相对重要性。In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer" etc. The indicated orientation or positional relationship is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a specific orientation, or in a specific orientation. construction and operation, therefore, should not be construed as limiting the invention. In addition, the terms "first", "second", and "third" are used for descriptive purposes only, and should not be construed as indicating or implying relative importance.

最后应说明的是:以上所述实施例,仅为本发明的具体实施方式,用以说明本发明的技术方案,而非对其限制,本发明的保护范围并不局限于此,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:任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,其依然可以对前述实施例所记载的技术方案进行修改或可轻易想到变化,或者对其中部分技术特征进行等同替换;而这些修改、变化或者替换,并不使相应技术方案的本质脱离本发明实施例技术方案的精神和范围,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应所述以权利要求的保护范围为准。Finally, it should be noted that: the above-described embodiments are only specific implementations of the present invention, used to illustrate the technical solutions of the present invention, rather than limiting them, and the scope of protection of the present invention is not limited thereto, although referring to the foregoing The embodiment has described the present invention in detail, and those skilled in the art should understand that any person familiar with the technical field can still modify the technical solutions described in the foregoing embodiments within the technical scope disclosed in the present invention Changes can be easily thought of, or equivalent replacements are made to some of the technical features; and these modifications, changes or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention, and should be included in the scope of the present invention within the scope of protection. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.

Claims (10)

1. a kind of system of selection of cluster head satellite, it is characterised in that include:
The qualification parameter of each target satellite in multiple target satellites in present satellites cluster is calculated, multiple qualification ginsengs are obtained Number, wherein, the qualification parameter is used to determine the target satellite as the qualification of cluster head satellite;
At least one cluster head alternative satellite is determined in the plurality of target satellite according to the plurality of qualification parameter;
At least one cluster head alternative satellite is carried out into game, and is alternatively defended at least one cluster head according to payoff The cluster head satellite is determined in star.
2. method according to claim 1, it is characterised in that at least one cluster head alternative satellite is carried out into game, And determine that the cluster head satellite includes at least one cluster head alternative satellite according to payoff:
Determine the paying price of each cluster head alternative satellite of current time;
Determine the election contest probability of each cluster head alternative satellite of the current time, wherein, the election contest probability is used to represent At the current time, whether the cluster head alternative satellite participates in the election contest of the cluster head satellite;
According to the paying price and the election contest probability, at least one cluster head alternative satellite is carried out into game process, with The cluster head satellite is determined according to payoff.
3. method according to claim 2, it is characterised in that according to the paying price and the election contest probability, by institute Stating at least one cluster head alternative satellite carries out game process, to determine that the cluster head satellite includes according to payoff:
Obtain the payoff at the current time;
Whether the payoff for judging the current time meets stopping game condition, wherein, the stopping game condition is institute The flags parameters for stating only one of which cluster head alternative satellite in cluster head alternative satellite are the first default value, and the flags parameters are logical Cross it is described election contest determine the probability go out for indicating whether the cluster head alternative satellite participates in the ginseng of the election contest of the cluster head satellite Number;
If it is judged that being unsatisfactory for the stopping game condition, then each cluster head alternative satellite according to the current time Flags parameters adjust the paying price, and return the election contest for performing determination each cluster head alternative satellite of current time The step of probability, so that cluster head alternative satellite re-starts game described at least one;
If it is judged that meeting the stopping game condition, determine in multiple flags parameters to be first default value Cluster head alternative satellite corresponding to flags parameters is the cluster head satellite.
4. method according to claim 3, it is characterised in that each described cluster head alternative satellite according to the current time Flags parameters adjust the paying price and include:
The flags parameters for judging each cluster head alternative satellite are first default values, or the second default value;
If it is judged that the flags parameters of each cluster head alternative satellite are first default values, then according to formula ck= ck-δ·ΔckThe paying price of the cluster head alternative satellite is adjusted, wherein, δ represents the first proportionality coefficient;
If it is judged that the flags parameters of each cluster head alternative satellite are second default values, then according to formula ck= ck+λ·ΔckThe paying price of the cluster head alternative satellite is adjusted, wherein, λ represents the second proportionality coefficient.
5. method according to claim 2, it is characterised in that determine each described cluster head alternative satellite of the current time Election contest probability include:
According to formulaDetermine the election contest probability of each cluster head alternative satellite of the current time, wherein, HkRepresent the qualification parameter of cluster head alternative satellite k, πkRepresent the election contest probability of the cluster head alternative satellite k.
6. method according to claim 2, it is characterised in that when the paying price is initial charge price, it is determined that The current time paying price of each cluster head alternative satellite includes:
According to formulaThe financial value of each cluster head alternative satellite is calculated, Wherein, RkFinancial value is represented, γ represents that each described cluster head alternative satellite obtains the unit costs of data, u to target floor station Represent the income of each cluster head alternative satellite unit data, ΩjT () represents whole biographies that the present satellites cluster has had Defeated content, Θk→jT () represents the similar to the total transferring content having had in the present satellites cluster of cluster head alternative satellite Degree;
The maximum charge price of each cluster head alternative satellite is determined according to the financial value;
The minimum paying price of each cluster head alternative satellite is determined according to the financial value;
The described initial of each cluster head alternative satellite is determined based on the maximum charge price and the minimum paying price Paying price.
7. method according to claim 1, it is characterised in that calculate in present satellites cluster each institute in multiple target satellites Stating the qualification parameter of target satellite includes:
Obtain the first indexSecond index dk(t) and the 3rd index pk(t), wherein, mesh described in first index expression Mark life span of the satellite in the present satellites cluster, target satellite described in second index expression and the present satellites cluster Average distance between interior other satellites, the charge level of target satellite described in the 3rd index expression;
Obtain the first weight beta for being respectively first index, second index and the 3rd Distribution Indexes in advance1, second Weight beta2With the 3rd weight beta3
Based on first weight beta1, second weight beta2With the 3rd weight beta3, by formulaCalculate first index, the inverse of second index and described The weighted sum of three indexs, and using weighted sum as the qualification parameter.
8. a kind of selecting device of cluster head satellite, it is characterised in that include:
Computing module, for calculating the qualification parameter of each target satellite in multiple target satellites in present satellites cluster, obtains To multiple qualification parameters, wherein, the qualification parameter is used to determine the target satellite as the qualification of cluster head satellite;
Determining module, for determining that at least one cluster head is alternative in the plurality of target satellite according to the plurality of qualification parameter Satellite;
Game module, at least one cluster head alternative satellite to be carried out into game, and according to payoff it is described at least The cluster head satellite is determined in one cluster head alternative satellite.
9. device according to claim 8, it is characterised in that the game module is used for:
Determine the paying price of each cluster head alternative satellite of current time;
Determine the election contest probability of each cluster head alternative satellite of the current time, wherein, the election contest probability is used to represent At the current time, whether the cluster head alternative satellite participates in the election contest of the cluster head satellite;
According to the paying price and the election contest probability, at least one cluster head alternative satellite is carried out into game process, with The cluster head satellite is determined according to payoff.
10. device according to claim 9, it is characterised in that the game module is additionally operable to:
Obtain the payoff at the current time;
Whether the payoff for judging the current time meets stopping game condition, wherein, the stopping game condition is institute The flags parameters for stating only one of which cluster head alternative satellite in cluster head alternative satellite are the first default value, and the flags parameters are logical Cross it is described election contest determine the probability go out for indicating whether the cluster head alternative satellite participates in the ginseng of the election contest of the cluster head satellite Number;
If it is judged that being unsatisfactory for the stopping game condition, then each cluster head alternative satellite according to the current time Flags parameters adjust the paying price, and return the election contest for performing determination each cluster head alternative satellite of current time The step of probability, so that cluster head alternative satellite re-starts game described at least one;
If it is judged that meeting the stopping game condition, determine in multiple flags parameters to be first default value Cluster head alternative satellite corresponding to flags parameters is the cluster head satellite.
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111371572A (en) * 2018-12-25 2020-07-03 电信科学技术研究院有限公司 A network node election method and node device
CN112333796A (en) * 2020-11-17 2021-02-05 重庆邮电大学 Multi-user switching method based on evolutionary game in software defined satellite network system
CN113133078A (en) * 2021-04-19 2021-07-16 西安电子科技大学 Light-weight inter-satellite switching device and method for giant low-orbit satellite network

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060100752A1 (en) * 2004-11-11 2006-05-11 In-Jun Kim Automatic operation system and method for automating satellite control operation and satellite ground control system using the same
CN104506229A (en) * 2014-12-19 2015-04-08 南京邮电大学 Satellite network fault diagnosis method based on clustering
EP2999136A1 (en) * 2014-09-17 2016-03-23 Iridium Communication Inc. Satellite communications networking
CN105636143A (en) * 2015-12-29 2016-06-01 河海大学 Wireless sensor network clustering collaborative routing algorithm based on cooperative game
CN105764114A (en) * 2016-04-19 2016-07-13 浙江理工大学 Underwater wireless sensor network topology control method based on balanced energy consumption

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060100752A1 (en) * 2004-11-11 2006-05-11 In-Jun Kim Automatic operation system and method for automating satellite control operation and satellite ground control system using the same
EP2999136A1 (en) * 2014-09-17 2016-03-23 Iridium Communication Inc. Satellite communications networking
CN104506229A (en) * 2014-12-19 2015-04-08 南京邮电大学 Satellite network fault diagnosis method based on clustering
CN105636143A (en) * 2015-12-29 2016-06-01 河海大学 Wireless sensor network clustering collaborative routing algorithm based on cooperative game
CN105764114A (en) * 2016-04-19 2016-07-13 浙江理工大学 Underwater wireless sensor network topology control method based on balanced energy consumption

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
IAN F.AKYILDIZ: "MLSR: A Novel Routing Algorithm for Multilayered Satellite IP Networks", 《IEEE/ACM TRANSACTIONS ON NETWORKING》 *
张承: "多层卫星网络中的管理策略研究", 《计算机技术与发展》 *

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111371572A (en) * 2018-12-25 2020-07-03 电信科学技术研究院有限公司 A network node election method and node device
CN111371572B (en) * 2018-12-25 2021-09-10 大唐移动通信设备有限公司 Network node election method and node equipment
CN112333796A (en) * 2020-11-17 2021-02-05 重庆邮电大学 Multi-user switching method based on evolutionary game in software defined satellite network system
CN112333796B (en) * 2020-11-17 2022-04-05 重庆邮电大学 Multi-user switching method based on evolutionary game in software defined satellite network system
CN113133078A (en) * 2021-04-19 2021-07-16 西安电子科技大学 Light-weight inter-satellite switching device and method for giant low-orbit satellite network
CN113133078B (en) * 2021-04-19 2022-04-08 西安电子科技大学 A lightweight inter-satellite switching device and method for a giant low-orbit satellite network

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