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CN108064075A - The method and apparatus of the reference signal transmission power of the one or more cells of adjustment - Google Patents

The method and apparatus of the reference signal transmission power of the one or more cells of adjustment Download PDF

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CN108064075A
CN108064075A CN201610974289.6A CN201610974289A CN108064075A CN 108064075 A CN108064075 A CN 108064075A CN 201610974289 A CN201610974289 A CN 201610974289A CN 108064075 A CN108064075 A CN 108064075A
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cell
grid
coverage
reference signal
transmission power
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CN108064075B (en
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李昶
刘艳青
李飞
韩斌杰
崔亮
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China Mobile Communications Group Co Ltd
China Mobile Group Hebei Co Ltd
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China Mobile Communications Group Co Ltd
China Mobile Group Hebei Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04Transmission power control [TPC]
    • H04W52/18TPC being performed according to specific parameters
    • H04W52/24TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters
    • H04W52/245TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters taking into account received signal strength
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04Transmission power control [TPC]
    • H04W52/18TPC being performed according to specific parameters
    • H04W52/26TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service]
    • H04W52/267TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service] taking into account the information rate
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04Transmission power control [TPC]
    • H04W52/30Transmission power control [TPC] using constraints in the total amount of available transmission power
    • H04W52/32TPC of broadcast or control channels
    • H04W52/325Power control of control or pilot channels

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

Abstract

提供了一种调整一个或多个小区的参考信号发射功率的方法和装置。该方法包括:获取目标地理空间区域中的各个小区的测量报告、小区流量、及参考信号接收功率,目标地理空间区域被划分为多个三维空间栅格;确定目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区;基于该一个或多个小区的测量报告,确定该一个或多个小区所归属的三维空间栅格;对于该一个或多个小区中的任意一个,基于该小区所归属的各个三维空间栅格的信号覆盖情况和流量覆盖情况,确定对于该小区的参考信号发射功率的调整方案。对于任意一个三维空间栅格,其信号覆盖情况和流量覆盖情况分别与归属于其的各个小区的参考信号接收功率和小区流量相关联。

Provided are a method and a device for adjusting reference signal transmission power of one or more cells. The method includes: acquiring the measurement report, cell flow, and reference signal received power of each cell in the target geospatial area, where the target geospatial area is divided into a plurality of three-dimensional spatial grids; determining the reference signal receiving power in the target geospatial area One or more cells whose power is less than the power threshold; based on the measurement report of the one or more cells, determine the three-dimensional spatial grid to which the one or more cells belong; for any one of the one or more cells, based on The signal coverage and traffic coverage of each three-dimensional spatial grid to which the cell belongs determine an adjustment scheme for the transmission power of the reference signal of the cell. For any three-dimensional spatial grid, its signal coverage and traffic coverage are respectively associated with the reference signal received power and cell traffic of each cell belonging to it.

Description

调整一个或多个小区的参考信号发射功率的方法和装置Method and device for adjusting reference signal transmission power of one or more cells

技术领域technical field

本发明涉及通信领域,更具体地涉及一种调整一个或多个小区的参考信号发射功率的方法和装置。The present invention relates to the communication field, and more particularly relates to a method and a device for adjusting reference signal transmission power of one or more cells.

背景技术Background technique

随着移动互联网和智能终端的普及,分时长期演进(Time Division Long TermEvolution,简称TD-LTE)网络中的数据业务呈现爆炸式的增长,这对TD-LTE网络的网络性能提出了更高的要求。在网络层面,更多的业务意味着需要更多的网络资源;同时,“移动”是无线网络的固有特性,这决定了无线网络是一个动态变化的网络,其中的业务呈现出明显的“潮汐效应”,例如,商业区的业务随着上下班人流的移动而移动、大学校园的业务随着学生在教室和宿舍之间的移动而移动。With the popularization of mobile Internet and smart terminals, data services in Time Division Long Term Evolution (TD-LTE) networks are experiencing explosive growth, which poses higher demands on the network performance of TD-LTE networks. Require. At the network level, more services mean that more network resources are needed; at the same time, "mobility" is an inherent characteristic of wireless networks, which determines that wireless networks are dynamically changing networks, and the services in them show obvious "tidal waves". effect,” for example, business in a business district moves with commuters, and business on a college campus moves with students moving between classrooms and dorms.

然而,在一个时间相对短暂的周期(例如,1天或1小时)内,TD-LTE网络中的网络资源的部署是固定的。为了适应网络的动态变化,提供稳定的网络质量甚至提高网络质量,需要不断地对网络结构进行调整。网络结构的调整主要是对天馈参数,例如,天线的方位角、下倾角、以及参考信号(Reference Signal,简称RS)发射功率的调整。However, within a relatively short period of time (for example, 1 day or 1 hour), the deployment of network resources in the TD-LTE network is fixed. In order to adapt to the dynamic changes of the network, provide stable network quality and even improve the network quality, it is necessary to constantly adjust the network structure. The adjustment of the network structure is mainly the adjustment of the antenna feed parameters, for example, the azimuth angle, the downtilt angle of the antenna, and the transmission power of a reference signal (Reference Signal, RS for short).

RS发射功率是TD-LTE网络中的小区的一个重要资源参数,决定了小区的覆盖范围和干扰大小。RS发射功率的设置前期一般来源于规划参数,后期主要通过优化分析进行调整。一般,调整目标地理区域中的一个或多个小区的RS发射功率的处理包括以下步骤:1)收集包括目标地理区域中的各个小区的测量报告(Measurement Report,简称MR)数据、网络性能指标数据、路测/拨测数据、告警数据、投诉数据等的数据源;2)通过对数据源的分析发现网络覆盖和干扰等方面存在问题的子区域,并定位这些子区域中的问题小区;3)基于人工经验制定针对各个问题小区的RS发射功率的调整方案并进行实施;4)在调整的过程中,出动车辆、人员、仪器等循环进行“调整-测试验证-调整…“的过程。RS transmit power is an important resource parameter of a cell in a TD-LTE network, which determines the coverage and interference of the cell. The setting of RS transmit power is generally derived from planning parameters in the early stage, and is mainly adjusted through optimization analysis in the later stage. Generally, the process of adjusting the RS transmission power of one or more cells in the target geographic area includes the following steps: 1) collecting measurement report (Measurement Report, MR for short) data and network performance index data including each cell in the target geographic area , data sources of drive test/dial test data, alarm data, complaint data, etc.; 2) through the analysis of data sources, find sub-areas with problems in network coverage and interference, and locate problematic cells in these sub-areas; 3 ) Formulate and implement an adjustment plan for the RS transmission power of each problematic cell based on manual experience; 4) During the adjustment process, dispatch vehicles, personnel, instruments, etc. to perform a cycle of "adjustment-test verification-adjustment..." process.

发明内容Contents of the invention

本发明提供了一种新颖的调整一个或多个小区的参考信号发射功率的方法和装置。The present invention provides a novel method and device for adjusting the reference signal transmission power of one or more cells.

根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法,包括:获取目标地理空间区域中的各个小区的测量报告、小区流量、以及参考信号接收功率,其中,目标地理空间区域被划分为多个三维空间栅格;确定目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区;基于该一个或多个小区的测量报告,确定该一个或多个小区所归属的三维空间栅格;以及对于该一个或多个小区中的任意一个,基于该小区所归属的各个三维空间栅格的信号覆盖情况和流量覆盖情况,确定对于该小区的参考信号发射功率的调整方案,其中,对于该小区所归属的任意一个三维空间栅格,该三维空间栅格的信号覆盖情况与归属于该三维空间栅格的各个小区的测量报告和参考信号接收功率相关联,该三维空间栅格的流量覆盖情况与归属于该三维空间栅格的各个小区的小区流量相关联。The method for adjusting the reference signal transmit power of one or more cells according to an embodiment of the present invention includes: obtaining the measurement report, cell traffic, and reference signal received power of each cell in the target geographic space area, wherein the target geographical space area Divided into a plurality of three-dimensional spatial grids; determining one or more cells whose reference signal received power in the target geographic space area is less than a power threshold; based on the measurement reports of the one or more cells, determining where the one or more cells are The assigned three-dimensional spatial grid; and for any one of the one or more cells, based on the signal coverage and traffic coverage of each three-dimensional spatial grid to which the cell belongs, determine the ratio of the reference signal transmission power for the cell The adjustment scheme, wherein, for any three-dimensional spatial grid to which the cell belongs, the signal coverage of the three-dimensional spatial grid is associated with the measurement report and reference signal received power of each cell belonging to the three-dimensional spatial grid, the The traffic coverage of the three-dimensional spatial grid is associated with the cell traffic of each cell belonging to the three-dimensional spatial grid.

根据本发明实施例的调整一个或多个小区的参考信号发射功率的装置,包括:参数获取单元,被配置为获取目标地理空间区域中的各个小区的测量报告、小区流量、以及参考信号接收功率,其中,目标地理空间区域被划分为多个三维空间栅格;小区确定单元,被配置为确定目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区;栅格确定单元,被配置为基于该一个或多个小区的测量报告,确定该一个或多个小区所归属的三维空间栅格;以及方案确定单元,被配置为对于该一个或多个小区中的任意一个,基于该小区所归属的各个三维空间栅格的信号覆盖情况和流量覆盖情况,确定对于该小区的参考信号发射功率的调整方案,其中,对于该小区所归属的任意一个三维空间栅格,该三维空间栅格的信号覆盖情况与归属于该三维空间栅格的各个小区的测量报告和参考信号接收功率相关联,该三维空间栅格的流量覆盖情况与归属于该三维空间栅格的各个小区的小区流量相关联。The device for adjusting the reference signal transmit power of one or more cells according to an embodiment of the present invention includes: a parameter acquisition unit configured to acquire the measurement report, cell traffic, and reference signal received power of each cell in the target geographic space area , wherein the target geospatial area is divided into a plurality of three-dimensional spatial grids; the cell determination unit is configured to determine one or more cells whose reference signal received power in the target geospatial area is less than a power threshold; the grid determination unit, It is configured to determine the three-dimensional spatial grid to which the one or more cells belong based on the measurement report of the one or more cells; and the scheme determining unit is configured to, for any one of the one or more cells, based on The signal coverage and traffic coverage of each three-dimensional spatial grid to which the cell belongs determines the adjustment scheme for the reference signal transmission power of the cell, wherein, for any three-dimensional spatial grid to which the cell belongs, the three-dimensional space The signal coverage of the grid is associated with the measurement report and reference signal received power of each cell belonging to the three-dimensional spatial grid, and the traffic coverage of the three-dimensional spatial grid is related to the cell coverage of each cell belonging to the three-dimensional spatial grid. flow associated.

根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法和装置可以在无需人工干预的情况下,实时地确定目标地理空间区域中参考信号接收功率小于功率阈值的一个或多个小区,并基于该一个或多个小区所归属的三维空间栅格的信号覆盖情况和流量覆盖情况来确定对于该一个或多个小区的参考信号发射功率的调整方案。The method and device for adjusting the reference signal transmission power of one or more cells according to the embodiments of the present invention can determine in real time one or more cells whose reference signal reception power is lower than the power threshold in the target geospatial area without manual intervention. cell, and determine an adjustment scheme for reference signal transmission power of the one or more cells based on the signal coverage and traffic coverage of the three-dimensional spatial grid to which the one or more cells belong.

附图说明Description of drawings

通过阅读以下参照附图对非限制性实施例所作的详细描述,本发明的其它特征、目的和优点将会变得更明显,其中,相同或相似的附图标记表示相同或相似的特征。Other characteristics, objects and advantages of the present invention will become more apparent by reading the following detailed description of non-limiting embodiments with reference to the accompanying drawings, wherein the same or similar reference numerals represent the same or similar features.

图1是根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法的流程图;FIG. 1 is a flowchart of a method for adjusting reference signal transmission power of one or more cells according to an embodiment of the present invention;

图2是图1中所示的步骤S108的具体处理的流程图;Fig. 2 is the flow chart of the specific processing of step S108 shown in Fig. 1;

图3是图2中所示的步骤S1084的具体处理的流程图;Fig. 3 is the flow chart of the specific processing of step S1084 shown in Fig. 2;

图4是根据本发明实施例的调整一个或多个小区的参考信号发射功率的装置的流程图;FIG. 4 is a flowchart of an apparatus for adjusting reference signal transmission power of one or more cells according to an embodiment of the present invention;

图5是示出能够实现根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法和装置的计算设备的示例性硬件架构的结构图。Fig. 5 is a structural diagram illustrating an exemplary hardware architecture of a computing device capable of implementing a method and an apparatus for adjusting reference signal transmission power of one or more cells according to an embodiment of the present invention.

具体实施方式Detailed ways

现在将参考附图更全面地描述示例实施方式。然而,示例实施方式能够以多种形式实施,且不应被理解为限于在此阐述的实施方式;相反,提供这些实施方式使得本发明更全面和完整,并将示例实施方式的构思全面地传达给本领域的技术人员。在图中,为了清晰,可能夸大了区域和层的厚度。在图中相同的附图标记表示相同或类似的结构,因而将省略它们的详细描述。Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. In the drawings, the thicknesses of regions and layers may be exaggerated for clarity. The same reference numerals in the drawings denote the same or similar structures, and thus their detailed descriptions will be omitted.

此外,所描述的特征、结构或特性可以以任何合适的方式结合在一个或更多实施例中。在下面的描述中,提供许多具体细节从而给出对本发明的实施例的充分理解。然而,本领域技术人员将意识到,可以实践本发明的技术方案而没有所述特定细节中的一个或更多,或者可以采用其它的方法、组元、材料等。在其它情况下,不详细示出或描述公知结构、材料或者操作以避免模糊本发明的主要技术创意。Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the invention. However, one skilled in the art will appreciate that the technical solutions of the present invention may be practiced without one or more of the specific details, or that other methods, components, materials, etc. may be employed. In other instances, well-known structures, materials, or operations are not shown or described in detail to avoid obscuring the main technical idea of the invention.

传统的调整目标地理区域中的一个或多个小区的RS发射功率的处理存在以下不足:1)基于人工经验制定针对各个问题小区的RS发射功率的调整方案,这就决定了调整方案很大程度上取决于工程师的经验,由于无法在庞大的参数空间中进行足够多的试错比较,所以无法预知调整效果,只能通过反复调整、测试验证的方式来保证调整效果;2)由于分析数据量大、调整方案的制定周期长等因素,只能解决某一时段的网络性能的问题,不能随着网络的动态变化实时调整问题小区的RS发射功率。The traditional processing of adjusting the RS transmission power of one or more cells in the target geographical area has the following deficiencies: 1) Formulate an adjustment scheme for the RS transmission power of each problematic cell based on manual experience, which determines that the adjustment scheme is largely It mainly depends on the experience of the engineer, because it is impossible to make enough trial-and-error comparisons in the huge parameter space, so the adjustment effect cannot be predicted, and the adjustment effect can only be guaranteed through repeated adjustments and test verification; Factors such as large size and a long period for making adjustment plans can only solve the problem of network performance in a certain period of time, and cannot adjust the RS transmission power of the problem cell in real time with the dynamic changes of the network.

鉴于以上存在的一个或多个问题,本发明提供了一种新颖的调整一个或多个小区的参考信号发射功率的方法和装置,能够在无需人工干预的情况下,实时地确定对于目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区的参考信号发射功率的调整方案。In view of one or more of the above problems, the present invention provides a novel method and device for adjusting the reference signal transmission power of one or more cells, which can determine in real time the power of the target geographic space without manual intervention. An adjustment scheme for reference signal transmission power of one or more cells whose reference signal reception power in the area is less than a power threshold.

图1示出了根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法的示意图。如图1所示,该方法100包括:S102,获取目标地理空间区域中的各个小区的测量报告、小区流量、以及参考信号接收功率,其中,目标地理空间区域被划分为多个三维空间栅格;S104,确定目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区;S106,基于该一个或多个小区的测量报告,确定该一个或多个小区所归属的三维空间栅格;以及S108,对于该一个或多个小区中的任意一个,基于该小区所归属的各个三维空间栅格的信号覆盖情况和流量覆盖情况,确定对于该小区的参考信号发射功率的调整方案。其中,对于目标地理空间区域中的任意一个小区所归属的任意一个三维空间栅格,该三维空间栅格的信号覆盖情况与归属于该三维空间栅格的各个小区的测量报告和参考信号接收功率相关联,该三维空间栅格的流量覆盖情况与归属于该三维空间栅格的各个小区的小区流量相关联。Fig. 1 shows a schematic diagram of a method for adjusting reference signal transmit power of one or more cells according to an embodiment of the present invention. As shown in FIG. 1 , the method 100 includes: S102, acquiring the measurement report, cell flow, and reference signal received power of each cell in the target geospatial area, wherein the target geospatial area is divided into multiple three-dimensional spatial grids ; S104, determine one or more cells whose reference signal received power in the target geographic space area is less than the power threshold; S106, based on the measurement report of the one or more cells, determine the three-dimensional spatial grid to which the one or more cells belong grid; and S108, for any one of the one or more cells, based on the signal coverage and traffic coverage of each three-dimensional spatial grid to which the cell belongs, determine an adjustment scheme for the reference signal transmission power of the cell. Among them, for any three-dimensional spatial grid to which any cell in the target geospatial area belongs, the signal coverage of the three-dimensional spatial grid and the measurement report and reference signal received power of each cell belonging to the three-dimensional spatial grid In association, the traffic coverage of the three-dimensional spatial grid is associated with the cell traffic of each cell belonging to the three-dimensional spatial grid.

这里,从目标地理空间区域划分出的三维空间栅格的尺寸小于小区的空间覆盖范围;对于每个三维空间栅格来说,可以有一个或多个小区归属于该三维空间栅格,即该三维空间栅格可以处于一个或多个小区的覆盖范围内;每个小区可以归属于一个或多个三维空间栅格,即每个小区可以覆盖一个或多个三维空间栅格。在一些实施例中,为了对目标地理空间区域中的小区的参考信号发射功率进行精细调整、保证调整效果,三维空间栅格的大小可以是地图的最小分辨率,例如,5米*5米*5米。Here, the size of the three-dimensional spatial grid divided from the target geospatial area is smaller than the spatial coverage of the cell; for each three-dimensional spatial grid, there may be one or more cells belonging to the three-dimensional spatial grid, that is, the The three-dimensional spatial grid can be within the coverage of one or more cells; each cell can belong to one or more three-dimensional spatial grids, that is, each cell can cover one or more three-dimensional spatial grids. In some embodiments, in order to fine-tune the reference signal transmission power of the cells in the target geospatial area and ensure the adjustment effect, the size of the three-dimensional spatial grid can be the minimum resolution of the map, for example, 5m*5m* 5 meters.

在一些实施例中,可以从为目标地理空间区域中的各个小区服务的基站获取这些小区的测量报告、小区流量、以及参考信号接收功率。例如,在TD-LTE网络中,可以从TD-LTE网络的操作维护中心(Operation and Maintenance Center,简称OMC)平台获取目标地理空间区域中的各个小区的测量报告、小区流量、以及参考信号接收功率。通常,OMC平台位于基站中并且每隔15分钟生成一个测量报告文件,因此可以15分钟的整数倍时间粒度获取目标地理空间区域中的各个小区的测量报告,同时获取这些小区的小区流量、参考信号接收功率。In some embodiments, measurement reports, cell traffic, and reference signal received power for individual cells in the target geospatial area may be obtained from base stations serving these cells. For example, in a TD-LTE network, the measurement report, cell traffic, and reference signal received power of each cell in the target geospatial area can be obtained from the Operation and Maintenance Center (OMC) platform of the TD-LTE network. . Usually, the OMC platform is located in the base station and generates a measurement report file every 15 minutes, so the measurement report of each cell in the target geospatial area can be obtained at an integer multiple of 15 minutes, and the cell traffic and reference signal of these cells can be obtained at the same time receive power.

下面为了方便说明,将目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区统称为问题小区,并且描述调整任意一个问题小区的参考信号接收功率的具体过程。在根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法中,可以三维空间栅格粒度确定问题小区的信号覆盖情况和流量覆盖情况,从而可以较为精细地调整对于问题小区的参考信号发射功率、保证调整效果。In the following, for the convenience of explanation, one or more cells in the target geospatial area whose reference signal received power is lower than the power threshold are collectively referred to as problem cells, and the specific process of adjusting the reference signal received power of any problem cell is described. In the method for adjusting the reference signal transmission power of one or more cells according to the embodiment of the present invention, the signal coverage and traffic coverage of the problem cell can be determined at a three-dimensional spatial grid granularity, so that the problem cell can be finely adjusted Reference signal transmission power to ensure the adjustment effect.

在一些实施例中,可以利用指纹库定位算法,基于问题小区的测量报告来确定问题小区所归属的三维空间栅格。具体地,对于任意一个三维空间栅格,可以在该三维空间栅格中设置多个栅格采样点;可以利用3D传播模型计算服务范围能够达到该三维空间栅格中的一个或多个栅格采样点的每个基站在该三维空间栅格中的相应栅格参考点的信号强度,将这些栅格参考点及相应的信号强度组成的栅格参考点-信号强度信息数字化形成一系列场强特征向量,这些场强特征向量就构成了指纹库;可以基于问题小区的测量报告中包含的地理位置信息和信号强度信息形成与问题小区相对应的场强特征向量,并基于与问题小区相对应的场强特征向量与指纹库中的场强特征向量的欧式距离相似度来判断该问题小区所归属的三维空间栅格;具体地,对于任何一个三维空间栅格,如果与问题小区相对应的场强特征向量与该三维空间栅格中的一半以上栅格采样点的场强特征向量的欧氏距离相似度大于相似度阈值,可以认为问题小区归属于该三维空间栅格,即,问题小区覆盖该三维空间栅格。In some embodiments, the fingerprint library positioning algorithm may be used to determine the three-dimensional spatial grid to which the problematic cell belongs based on the measurement report of the problematic cell. Specifically, for any three-dimensional spatial grid, multiple grid sampling points can be set in the three-dimensional spatial grid; the 3D propagation model can be used to calculate the service range to reach one or more grids in the three-dimensional spatial grid The signal strength of the corresponding grid reference point of each base station in the three-dimensional spatial grid of the sampling point, the grid reference point-signal strength information composed of these grid reference points and the corresponding signal strength is digitized to form a series of field strength These field strength eigenvectors constitute the fingerprint library; the field strength eigenvector corresponding to the problem cell can be formed based on the geographic location information and signal strength information contained in the measurement report of the problem cell, and based on the corresponding The Euclidean distance similarity between the field strength eigenvectors in the field strength eigenvectors and the field strength eigenvectors in the fingerprint library is used to determine the three-dimensional spatial grid to which the problem cell belongs; specifically, for any three-dimensional space grid, if the corresponding to the problem cell If the Euclidean distance similarity between the field strength feature vector and the field strength feature vectors of more than half of the grid sampling points in the three-dimensional spatial grid is greater than the similarity threshold, it can be considered that the problem cell belongs to the three-dimensional space grid, that is, the problem cell Overlay the 3D spatial grid.

在一些实施例中,如图2所示,步骤S108可以包括:S1082,设定问题小区的候选参考信号发射功率;S1084,判断在问题小区的参考信号发射功率调整为候选参考信号发射功率时,问题小区的信号覆盖情况和流量覆盖情况是否满足预定条件;S1086,如果判断结果是肯定的,则确定将问题小区的参考信号发射功率调整为候选参考信号发射功率,否则重复S1082-S1086。其中,问题小区的信号覆盖情况和流量覆盖情况与该问题小区所归属的各个三维空间栅格的信号覆盖情况和流量覆盖情况相关联。In some embodiments, as shown in FIG. 2, step S108 may include: S1082, setting the candidate reference signal transmission power of the problematic cell; S1084, judging that when the reference signal transmission power of the problematic cell is adjusted to the candidate reference signal transmission power, Whether the signal coverage and traffic coverage of the problem cell meet the predetermined conditions; S1086, if the judgment result is affirmative, then determine to adjust the reference signal transmission power of the problem cell to the candidate reference signal transmission power, otherwise repeat S1082-S1086. Wherein, the signal coverage and traffic coverage of the problematic cell are associated with the signal coverage and traffic coverage of each three-dimensional spatial grid to which the problematic cell belongs.

在一些实施例中,对于问题小区所归属的任意一个三维空间栅格,该三维空间栅格的信号覆盖情况可以由该三维空间栅格的覆盖场强和重叠覆盖度表征。其中,该三维空间栅格的覆盖场强与归属于该三维空间栅格的各个主小区的参考信号接收功率的平均值有关;该三维空间栅格的重叠覆盖度与该三维空间栅格中满足以下条件的邻小区的个数有关:对于该三维空间栅格中的任意一个栅格采样点,该栅格采样点处的邻小区的接收信号码功率与主小区的接收信号码功率之间的差值大于预设差值阈值。这里,接收信号码功率被包含于小区的测量报告中。In some embodiments, for any three-dimensional spatial grid to which the problematic cell belongs, the signal coverage of the three-dimensional spatial grid may be characterized by the coverage field strength and overlapping coverage of the three-dimensional spatial grid. Wherein, the coverage field strength of the three-dimensional spatial grid is related to the average value of the reference signal received power of each primary cell belonging to the three-dimensional spatial grid; The following conditions are related to the number of adjacent cells: for any grid sampling point in the three-dimensional spatial grid, the difference between the received signal code power of the adjacent cell at the grid sampling point and the received signal code power of the main cell The difference is greater than a preset difference threshold. Here, the received signal code power is included in the measurement report of the cell.

例如,对于问题小区所归属的三维空间栅格i,其覆盖场强可以是归属于该三维空间栅格的各个主小区的参考信号接收功率(Reference Signal Receiving Power,简称RSRP)的平均值,即:For example, for the three-dimensional spatial grid i to which the problematic cell belongs, its coverage field strength may be the average value of the Reference Signal Received Power (RSRP) of each primary cell belonging to the three-dimensional spatial grid, namely :

其中,Grid_i_RSRP表示三维空间栅格i的覆盖场强,RSRPs表示归属于三维空间栅格i的主小区s的参考信号接收功率,n表示归属于三维空间栅格i的主小区的数目。Among them, Grid_i_RSRP represents the coverage field strength of the three-dimensional spatial grid i, RSRPs represents the reference signal received power of the primary cell s belonging to the three-dimensional spatial grid i, and n represents the number of primary cells belonging to the three-dimensional spatial grid i.

再如,对于问题小区所归属的三维空间栅格i,该三维空间栅格的重叠覆盖度为:For another example, for the 3D spatial grid i to which the problematic cell belongs, the overlapping coverage of the 3D spatial grid is:

其中,Grid_i_OVER表示三维空间栅格i的重叠覆盖度,∑COsi表示三维空间栅格i中满足以下条件的邻小区的数目:同一栅格采样点处的邻小区的接收信号码功率与主小区的接收信号码功率之间的差值大于预设差值阈值,例如-6dB。Among them, Grid_i_OVER represents the overlapping coverage of the three-dimensional spatial grid i, and ∑ CO si represents the number of adjacent cells in the three-dimensional spatial grid i that meet the following conditions: the received signal code power of the adjacent cell at the same grid sampling point is equal to that of the main cell The difference between the code powers of the received signals is greater than a preset difference threshold, for example -6dB.

在一些实施例中,对于问题小区所归属的任意一个三维空间栅格,该三维空间栅格的流量覆盖情况可以根据归属于该三维空间栅格的各个主小区的流量确定。例如,假设问题小区所归属的三维空间栅格i中共存在3个主小区A、B、C,有关主小区A、B、C的测量报告的总数目分别是Num_A、Num_B、Num_C,在三维空间栅格i中上报的有关主小区A、B、C的测量报告的数目分别是Grid_i_A、Grid_i_B、Grid_i_C,主小区A、B、C的流量分别为Volume_A,Volume_B,Volume_C,则三维空间栅格i的流量为:In some embodiments, for any three-dimensional spatial grid to which the problematic cell belongs, the traffic coverage of the three-dimensional spatial grid may be determined according to the traffic of each primary cell belonging to the three-dimensional spatial grid. For example, suppose there are three primary cells A, B, and C in the three-dimensional space grid i to which the problem cell belongs, and the total numbers of measurement reports about the primary cells A, B, and C are Num_A, Num_B, and Num_C respectively. In the three-dimensional space The numbers of the measurement reports about the primary cells A, B, and C reported in the grid i are Grid_i_A, Grid_i_B, and Grid_i_C respectively, and the traffic volumes of the primary cells A, B, and C are Volume_A, Volume_B, and Volume_C respectively. Then the three-dimensional spatial grid i The flow rate is:

Volume_Grid_i=Volume_A*(Grid_i_A/Nmu_A)+Volume_B*(Grid_i_B/Num_B)+Volume_C*(Grid_i_C/Num_C)Volume_Grid_i=Volume_A*(Grid_i_A/Nmu_A)+Volume_B*(Grid_i_B/Num_B)+Volume_C*(Grid_i_C/Num_C)

因此,如图3所示,步骤S1086可以进一步包括:S1086-2,对于问题小区所归属的任意一个三维空间栅格,在问题小区是归属于该三维空间栅格的一个主小区的情况下,基于问题小区的小区流量、以及归属于该三维空间栅格的其他各个主小区的小区流量确定该三维空间栅格的流量,基于归属于该三维空间栅格的各个小区的测量报告中包含的接收信号码功率确定该三维空间栅格的重叠覆盖度,并且基于问题小区的候选参考信号发射功率所对应的候选参考信号接收功率、以及归属于该三维空间栅格的其他各个小区的参考信号接收功率确定该三维空间栅格的覆盖场强;S1086-4,基于问题小区所归属的各个三维空间栅格的流量、覆盖场强、以及重叠覆盖度,确定问题小区的流量-信号覆盖情况表征值;以及S1086-6,判断问题小区的流量-信号覆盖情况表征值是否大于表征值阈值。这里,如果所述小区的流量-信号覆盖情况表征值大于所述表征值阈值,则判定所述小区的信号覆盖情况和流量覆盖情况满足所述预定条件。Therefore, as shown in Figure 3, step S1086 may further include: S1086-2, for any three-dimensional spatial grid to which the problematic cell belongs, in the case that the problematic cell is a primary cell belonging to the three-dimensional spatial grid, Determine the flow rate of the three-dimensional spatial grid based on the cell flow rate of the problematic cell and the cell flow rate of other main cells belonging to the three-dimensional spatial grid, and based on the received information contained in the measurement report of each cell belonging to the three-dimensional spatial grid The signal code power determines the overlapping coverage of the three-dimensional spatial grid, and based on the candidate reference signal received power corresponding to the candidate reference signal transmit power of the problematic cell, and the reference signal received power of other cells belonging to the three-dimensional spatial grid Determine the coverage field strength of the three-dimensional spatial grid; S1086-4, determine the traffic-signal coverage characteristic value of the problematic cell based on the traffic, coverage field strength, and overlapping coverage of each three-dimensional spatial grid to which the problematic cell belongs; And S1086-6, judging whether the traffic-signal coverage characteristic value of the problematic cell is greater than the characteristic value threshold. Here, if the traffic-signal coverage characteristic value of the cell is greater than the characteristic value threshold, it is determined that the signal coverage situation and the traffic coverage situation of the cell meet the predetermined condition.

在一些实施例中,步骤S1086-4可以进一步包括:基于问题小区所归属的各个三维空间栅格的覆盖场强和重叠覆盖度,计算问题小区的立体覆盖评估函数值;基于问题小区所归属的各个三维空间栅格的流量,计算问题小区的流量覆盖评估函数值;以及基于问题小区的立体覆盖评估函数值和流量覆盖评估函数值,确定问题小区的流量-信号覆盖情况表征值。In some embodiments, step S1086-4 may further include: calculating the three-dimensional coverage evaluation function value of the problematic cell based on the coverage field strength and overlapping coverage of each three-dimensional spatial grid to which the problematic cell belongs; Calculate the traffic coverage evaluation function value of the problem cell based on the flow of each three-dimensional spatial grid; and determine the traffic-signal coverage characteristic value of the problem cell based on the three-dimensional coverage evaluation function value and the traffic coverage evaluation function value of the problem cell.

这里,问题小区的立体覆盖评估函数值可以根据以下等式计算得出:Here, the stereo coverage evaluation function value of the problem cell can be calculated according to the following equation:

f3D(x)=A1*弱覆盖栅格比率+A2*高重叠覆盖栅格比率f3D(x)=A1*weak coverage grid ratio+A2*high overlap coverage grid ratio

其中,弱覆盖栅格比率为问题小区所归属的覆盖场强低于场强阈值(例如,-110dBm)的三维空间栅格的数目与问题小区所归属的三维空间栅格的总数目之比;高重叠覆盖栅格比率为问题小区所归属的重叠覆盖度大于覆盖度阈值(例如,3)的三维空间栅格的数目与问题小区所归属的三维空间栅格的总数目之比;A1和A2分别是弱覆盖比利的权重值和重叠覆盖比例的权重值,表示对弱覆盖和重叠覆盖的关注程度。Wherein, the weak coverage grid ratio is the ratio of the number of three-dimensional spatial grids whose coverage field strength to which the problem cell belongs is lower than the field strength threshold (for example, -110dBm) to the total number of three-dimensional spatial grids to which the problem cell belongs; The ratio of high overlapping coverage grids is the ratio of the number of 3D spatial grids whose overlapping coverage to which the problem cell belongs is greater than the coverage threshold (for example, 3) to the total number of 3D spatial grids to which the problem cell belongs; A1 and A2 are the weight value of the weak coverage ratio and the weight value of the overlapping coverage ratio, respectively, indicating the degree of attention to the weak coverage and overlapping coverage.

问题小区的流量覆盖评估函数值可以根据以下等式计算得出:The flow coverage evaluation function value of the problem cell can be calculated according to the following equation:

fVOL(x)=F1*弱覆盖流量比率+F2*高重叠流量比率fVOL(x)=F1*weak coverage traffic ratio+F2*high overlap traffic ratio

其中,弱覆盖流量比率为问题小区所归属的覆盖场强低于场强阈值的三维空间栅格的流量之和与问题小区所归属的三维空间栅格的所有流量之比;高重叠流量比率为问题小区所归属的重叠覆盖度大于覆盖度阈值的三维空间栅格的流量之和与问题小区所归属的三维空间栅格的所有流量之比,F1和F2分别是弱覆盖流量比例的权重值和高重叠流量比例的权重值,表示对弱覆盖流量和高重叠覆盖流量的关注程度。Among them, the weak coverage traffic ratio is the ratio of the sum of the traffic of the three-dimensional spatial grid whose coverage field intensity is lower than the field strength threshold belonging to the problem cell to all the traffic of the three-dimensional spatial grid to which the problem cell belongs; the high overlapping traffic ratio is The ratio of the sum of the traffic of the three-dimensional spatial grid whose overlapping coverage degree to which the problem cell belongs to is greater than the coverage threshold to all the traffic of the three-dimensional spatial grid to which the problem cell belongs, F1 and F2 are the weight values of the proportion of weak coverage traffic and The weight value of the proportion of high overlapping traffic, indicating the degree of attention to weak coverage traffic and high overlapping coverage traffic.

在一些实施例中,可以利用遗传算法设定问题小区的候选参考信号发射功率。在确定了对于问题小区的参考信号发射功率的调整方案后,根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法还可以包括:步骤S110(图中未示出),将对于问题小区的参考信号发射功率的调整方案发送给为问题小区提供服务的基站,以使该基站基于该调整方案调整对于问题小区的参考信号发射功率。In some embodiments, a genetic algorithm may be used to set the candidate reference signal transmission power of the problematic cell. After determining the adjustment scheme for the reference signal transmission power of the problematic cell, the method for adjusting the reference signal transmission power of one or more cells according to the embodiment of the present invention may further include: Step S110 (not shown in the figure), the The adjustment scheme for the reference signal transmission power of the problematic cell is sent to the base station serving the problematic cell, so that the base station adjusts the reference signal transmission power for the problematic cell based on the adjustment scheme.

与传统的调整一个或多个小区的参考信号发射功率的方法相比,根据本发明实施例的方法至少具有以下优势:首先,在线实时完成了网络结构的相关指数的计算及分析,定位问题小区,针对问题小区生成相应的优化方案,并完成优化方案的实施,从而更加适应无线网络的动态变化;其次,在判断定位问题小区时,采用简单有效的问题小区搜索机制,效率大大优于人工排查。Compared with the traditional method of adjusting the reference signal transmission power of one or more cells, the method according to the embodiment of the present invention has at least the following advantages: First, the calculation and analysis of the correlation index of the network structure are completed online in real time, and the problem cell is located , generate a corresponding optimization plan for the problematic cell, and complete the implementation of the optimization plan, so as to better adapt to the dynamic changes of the wireless network; secondly, when judging and locating the problematic cell, a simple and effective problematic cell search mechanism is adopted, and the efficiency is much better than that of manual investigation .

以上结合图1至图3详细描述了根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法,下面结合图4描述根据本发明实施例的调整一个或多个小区的参考信号发射功率的装置。The method for adjusting the reference signal transmission power of one or more cells according to the embodiment of the present invention has been described in detail above in conjunction with FIGS. A device that emits power.

如图4所示,根据本发明实施例的调整一个或多个小区的参考信号发射功率的装置400包括参数获取单元402、小区确定单元404、栅格确定单元406、方案确定单元408、以及方案发送单元410,其中:参数获取单元402被配置为获取目标地理空间区域中的各个小区的测量报告、小区流量、以及参考信号接收功率(即,执行步骤S102);小区确定单元404被配置为确定目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区(即,执行步骤S104);栅格确定单元406被配置为基于该一个或多个小区的测量报告,确定该一个或多个小区所归属的三维空间栅格(即,执行步骤S106);方案确定单元408被配置为对于该一个或多个小区中的任意一个,基于该小区所归属的各个三维空间栅格的信号覆盖情况和流量覆盖情况,确定对于该小区的参考信号发射功率的调整方案(即,执行步骤S108);方案发送单元410被配置为将对于该小区的参考信号发射功率的调整方案发送给为该小区提供服务的基站。其中,对于该小区所归属的任意一个三维空间栅格,该三维空间栅格的信号覆盖情况与归属于该三维空间栅格的各个小区的测量报告和参考信号接收功率相关联,该三维空间栅格的流量覆盖情况与归属于该三维空间栅格的各个小区的小区流量相关联。As shown in FIG. 4 , an apparatus 400 for adjusting reference signal transmission power of one or more cells according to an embodiment of the present invention includes a parameter acquisition unit 402, a cell determination unit 404, a grid determination unit 406, a scheme determination unit 408, and a scheme The sending unit 410, wherein: the parameter obtaining unit 402 is configured to obtain the measurement report, cell flow, and reference signal received power of each cell in the target geographic space area (that is, execute step S102); the cell determining unit 404 is configured to determine One or more cells whose reference signal received power in the target geographic space area is less than the power threshold (that is, step S104 is performed); the grid determination unit 406 is configured to determine the one or more cells based on the measurement report of the one or more cells The three-dimensional spatial grids to which multiple cells belong (that is, step S106 is performed); the scheme determination unit 408 is configured to, for any one of the one or more cells, based on the signal of each three-dimensional spatial grid to which the cell belongs Coverage situation and traffic coverage situation, determine the adjustment scheme for the reference signal transmission power of the cell (that is, perform step S108); the scheme sending unit 410 is configured to send the adjustment scheme for the reference signal transmission power of the cell to the A base station serving a cell. Wherein, for any three-dimensional spatial grid to which the cell belongs, the signal coverage of the three-dimensional spatial grid is associated with the measurement report and reference signal received power of each cell belonging to the three-dimensional spatial grid, and the three-dimensional spatial grid The traffic coverage of the grid is associated with the cell traffic of each cell belonging to the three-dimensional spatial grid.

类似地,下面为了方便说明,将目标地理空间区域中的参考信号接收功率小于功率阈值的一个或多个小区统称为问题小区,并且针对单个问题小区描述调整参考信号接收功率的具体处理。Similarly, below, for convenience of description, one or more cells in the target geospatial region whose received reference signal power is lower than the power threshold are collectively referred to as problem cells, and specific processing of adjusting reference signal received power is described for a single problem cell.

在一些实施例中,方案确定单元408可以进一步包括候选发射功率设定单元4082、小区覆盖情况判断单元4084、以及发射功率调整确定单元4086,其中:候选发射功率设定单元4082被配置为设定问题小区的候选参考信号发射功率(即,执行步骤S1082);小区覆盖情况判断单元4084被配置为判断在问题小区的参考信号发射功率调整为候选参考信号发射功率时,问题小区的信号覆盖情况和流量覆盖情况是否满足预定条件(即,执行步骤S1084);发射功率调整确定单元4086被配置为在小区覆盖情况判断单元4084的判断结果是肯定的情况下,确定将问题小区的参考信号发射功率调整为候选参考信号发射功率(即,执行步骤S1086)。这里,在小区覆盖情况判断单元4084的判断结果是否定的情况下,方案确定单元408重复上述处理。In some embodiments, the scheme determination unit 408 may further include a candidate transmission power setting unit 4082, a cell coverage determination unit 4084, and a transmission power adjustment determination unit 4086, wherein: the candidate transmission power setting unit 4082 is configured to set The candidate reference signal transmission power of the problem cell (that is, step S1082 is performed); the cell coverage judging unit 4084 is configured to judge when the reference signal transmission power of the problem cell is adjusted to the candidate reference signal transmission power, the signal coverage of the problem cell and Whether the traffic coverage situation meets the predetermined condition (that is, step S1084 is executed); the transmission power adjustment determination unit 4086 is configured to determine that the reference signal transmission power of the problem cell is adjusted if the judgment result of the cell coverage situation judgment unit 4084 is affirmative. Transmit power for the candidate reference signal (ie, perform step S1086). Here, when the determination result of the cell coverage situation determination unit 4084 is negative, the scheme determination unit 408 repeats the above processing.

根据本发明实施例的调整一个或多个小区的参考信号发射功率的装置的其他细节与以上结合图1至3描述的相应方法相同,这里不再赘述。Other details of the apparatus for adjusting reference signal transmit power of one or more cells according to the embodiment of the present invention are the same as the corresponding methods described above in conjunction with FIGS. 1 to 3 , and will not be repeated here.

根据本发明实施例的调整一个或多个小区的参考信号发射功率的装置可以三维空间栅格粒度确定问题小区的信号覆盖情况和流量覆盖情况,从而较为精细地调整对于问题小区的参考信号发射功率、保证调整效果。The device for adjusting the reference signal transmission power of one or more cells according to the embodiment of the present invention can determine the signal coverage and traffic coverage of the problematic cell at the granularity of the three-dimensional space grid, so as to finely adjust the reference signal transmission power of the problematic cell , to ensure the adjustment effect.

结合图1至图4描述的调整一个或多个小区的参考信号发射功率的方法和装置的至少一部分可以由计算设备实现。图5是示出能够实现根据本发明实施例的调整一个或多个小区的参考信号发射功率的方法和装置的计算设备的示例性硬件架构的结构图。如图5所示,计算设备500包括输入设备501、输入接口502、中央处理器503、存储器604、输出接口505、以及输出设备506。其中,输入接口502、中央处理器503、存储器504、以及输出接口505通过总线510相互连接,输入设备501和输出设备506分别通过输入接口502和输出接口505与总线510连接,进而与计算设备500的其他组件连接。具体地,输入设备501接收来自外部(例如,车辆上安装的传感器)的输入信息,并通过输入接口502将输入信息传送到中央处理器503;中央处理器503基于存储器504中存储的计算机可执行指令对输入信息进行处理以生成输出信息,将输出信息临时或者永久地存储在存储器504中,然后通过输出接口505将输出信息传送到输出设备506;输出设备506将输出信息输出到计算设备500的外部供用户使用。At least a part of the method and apparatus for adjusting reference signal transmission power of one or more cells described in conjunction with FIG. 1 to FIG. 4 may be implemented by a computing device. Fig. 5 is a structural diagram illustrating an exemplary hardware architecture of a computing device capable of implementing a method and an apparatus for adjusting reference signal transmission power of one or more cells according to an embodiment of the present invention. As shown in FIG. 5 , the computing device 500 includes an input device 501 , an input interface 502 , a central processing unit 503 , a memory 604 , an output interface 505 , and an output device 506 . Wherein, the input interface 502, the central processing unit 503, the memory 504, and the output interface 505 are connected to each other through the bus 510, and the input device 501 and the output device 506 are respectively connected to the bus 510 through the input interface 502 and the output interface 505, and then connected to the computing device 500 other component connections. Specifically, the input device 501 receives input information from the outside (for example, sensors installed on the vehicle), and transmits the input information to the central processing unit 503 through the input interface 502; The instruction processes the input information to generate output information, temporarily or permanently stores the output information in the memory 504, and then transmits the output information to the output device 506 through the output interface 505; the output device 506 outputs the output information to the computing device 500 External for user use.

也就是说,图4所示的装置也可以被实现为包括:存储有计算机可执行指令的存储器;以及处理器,该处理器在执行计算机可执行指令时可以实现结合图1至图3描述的调整一个或多个小区的参考信号发射功率的方法。这里,处理器可以基于来自例如,基站的输入信息执行计算机可执行指令,从而实现结合图1至图4描述的调整一个或多个小区的参考信号发射功率的方法和装置。That is to say, the device shown in FIG. 4 can also be implemented as including: a memory storing computer-executable instructions; and a processor, which can implement the processes described in conjunction with FIGS. 1 to 3 when executing the computer-executable instructions. A method of adjusting reference signal transmit power for one or more cells. Here, the processor may execute computer-executable instructions based on input information from, for example, a base station, thereby realizing the method and apparatus for adjusting reference signal transmission power of one or more cells described in conjunction with FIG. 1 to FIG. 4 .

需要明确的是,本发明并不局限于上文所描述并在图中示出的特定配置和处理。为了简明起见,这里省略了对已知方法的详细描述。在上述实施例中,描述和示出了若干具体的步骤作为示例。但是,本发明的方法过程并不限于所描述和示出的具体步骤,本领域的技术人员可以在领会本发明的精神后,作出各种改变、修改和添加,或者改变步骤之间的顺序。It is to be understood that the invention is not limited to the specific arrangements and processes described above and shown in the drawings. For conciseness, detailed descriptions of known methods are omitted here. In the above embodiments, several specific steps are described and shown as examples. However, the method process of the present invention is not limited to the specific steps described and shown, and those skilled in the art can make various changes, modifications and additions, or change the sequence of steps after understanding the spirit of the present invention.

以上所述的结构框图中所示的功能块可以实现为硬件、软件、固件或者它们的组合。当以硬件方式实现时,其可以例如是电子电路、专用集成电路(ASIC)、适当的固件、插件、功能卡等等。当以软件方式实现时,本发明的元素是被用于执行所需任务的程序或者代码段。程序或者代码段可以存储在机器可读介质中,或者通过载波中携带的数据信号在传输介质或者通信链路上传送。“机器可读介质”可以包括能够存储或传输信息的任何介质。机器可读介质的例子包括电子电路、半导体存储器设备、ROM、闪存、可擦除ROM(EROM)、软盘、CD-ROM、光盘、硬盘、光纤介质、射频(RF)链路,等等。代码段可以经由诸如因特网、内联网等的计算机网络被下载。The functional blocks shown in the structural block diagrams described above may be implemented as hardware, software, firmware, or a combination thereof. When implemented in hardware, it may be, for example, an electronic circuit, an application specific integrated circuit (ASIC), suitable firmware, a plug-in, a function card, or the like. When implemented in software, the elements of the invention are the programs or code segments employed to perform the required tasks. Programs or code segments can be stored in machine-readable media, or transmitted over transmission media or communication links by data signals carried in carrier waves. "Machine-readable medium" may include any medium that can store or transmit information. Examples of machine-readable media include electronic circuits, semiconductor memory devices, ROM, flash memory, erasable ROM (EROM), floppy disks, CD-ROMs, optical disks, hard disks, fiber optic media, radio frequency (RF) links, and the like. Code segments may be downloaded via a computer network such as the Internet, an Intranet, or the like.

本发明可以以其他的具体形式实现,而不脱离其精神和本质特征。例如,特定实施例中所描述的算法可以被修改,而系统体系结构并不脱离本发明的基本精神。因此,当前的实施例在所有方面都被看作是示例性的而非限定性的,本发明的范围由所附权利要求而非上述描述定义,并且,落入权利要求的含义和等同物的范围内的全部改变从而都被包括在本发明的范围之中。The present invention may be embodied in other specific forms without departing from its spirit and essential characteristics. For example, the algorithms described in certain embodiments may be modified without departing from the basic spirit of the invention in terms of system architecture. Therefore, the present embodiments are to be considered in all respects as illustrative rather than restrictive, the scope of the present invention is defined by the appended claims rather than the above description, and, within the meaning and equivalents of the claims, All changes in scope are thereby embraced within the scope of the invention.

Claims (20)

1. a kind of method for the reference signal transmission power for adjusting one or more cells, including:
Measurement report, cell flow and the Reference Signal Received Power of each cell in target geographic area of space are obtained, Wherein, the target geographic area of space is divided into multiple three dimensions grids;
Determine that the Reference Signal Received Power in the target geographic area of space is less than one or more cells of power threshold;
Based on the measurement report of one or more of cells, the three dimensions grid that one or more of cells are belonged to are determined Lattice;And
For any one in one or more of cells, each three dimensions grid for being belonged to based on the cell Signal coverage condition and flow coverage condition determine the Adjusted Option of the reference signal transmission power for the cell, wherein
For any one three dimensions grid that the cell is belonged to, the signal coverage condition of the three dimensions grid with The measurement report and Reference Signal Received Power for belonging to each cell of the three dimensions grid are associated, the three-dimensional space Between grid each cell of the flow coverage condition with belonging to the three dimensions grid cell flow it is associated.
2. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 1, wherein it is determined that Include for the processing of the Adjusted Option of the reference signal transmission power of the cell:
Set the candidate reference signals transmission power of the cell;
Judge when the reference signal transmission power of the cell is adjusted to the candidate reference signals transmission power, the cell Signal coverage condition and flow coverage condition whether meet predetermined condition;
If a determination be made that certainly, it is determined that the reference signal transmission power of the cell is adjusted to the candidate reference Otherwise signal transmission power repeats the above, wherein
Each three dimensions grid that the signal coverage condition and flow coverage condition of the cell are belonged to the cell Signal coverage condition and flow coverage condition are associated.
3. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 2, wherein, judge When the reference signal transmission power of the cell is adjusted to the candidate reference signals transmission power, the signal of the cell covers The processing whether lid situation and flow coverage condition meet predetermined condition includes:
It is to belong to the three dimensions grid in the cell for any one three dimensions grid that the cell is belonged to In the case of one main plot of lattice,
Cell flow based on the cell and belong to the three dimensions grid other each main plots cell stream Amount determines the flow of the three dimensions grid,
Based on the received signal code power included in the measurement report for belonging to each cell of the three dimensions grid, determine The overlapping coverage of the three dimensions grid,
Power is received based on the candidate reference signals corresponding to the candidate reference signals transmission power of the cell and is belonged to The Reference Signal Received Power of other each main plots of the three dimensions grid determines the covering of the three dimensions grid Field strength;
Flow, covering field strength and overlapping coverage based on each three dimensions grid that the cell is belonged to, determine institute State flow-signal coverage condition characterization value of cell;And
Judge whether flow-signal coverage condition characterization value of the cell is more than characterization value threshold value,
Wherein, if the flow of the cell-signal coverage condition characterization value is more than the characterization value threshold value, judge described small The signal coverage condition and flow coverage condition in area meet the predetermined condition.
4. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 3, wherein, it is described The covering field strength of three dimensions grid receives power with the candidate reference signals of the cell and belongs to the three dimensions grid The average value of the Reference Signal Received Power of other each main plots of lattice is related,
Of adjacent cell of the overlapping coverage of the three dimensions grid with meeting the following conditions in the three dimensions grid Number is related:For any one grid sampled point in the three dimensions grid, adjacent cell at the grid sampled point Difference between received signal code power and the received signal code power of main plot is more than preset difference value threshold value.
5. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 3, wherein, it is based on Flow, covering field strength and the overlapping coverage for each three dimensions grid that the cell is belonged to, determine the cell The processing of flow-signal coverage condition characterization value includes:
The covering field strength of each three dimensions grid and overlapping coverage belonged to based on the cell, calculates the cell Three-dimensional coverage evaluating functional value;
Flow based on each three dimensions grid that the cell is belonged to calculates the flow coverage evaluating function of the cell Value;And
Three-dimensional coverage evaluating functional value and flow coverage evaluating functional value based on the cell, calculate the flow of the cell- Signal coverage condition characterization value.
6. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 5, wherein, it is based on The covering field strength for each three dimensions grid that the cell is belonged to and overlapping coverage calculate the three-dimensional covering of the cell The processing of valuation functions value includes:
The covering field strength that the cell is belonged to is returned less than the number of the three dimensions grid of field strength threshold value with the cell The ratio between total number of three dimensions grid of category is multiplied with the first weighted value, obtains the first product;
The overlapping coverage that the cell is belonged to is more than the number of the three dimensions grid of coverage threshold value and the cell The ratio between total number of three dimensions grid belonged to is multiplied with the second weighted value, obtains the second product;
By the second product addition described in first sum of products, the three-dimensional coverage evaluating functional value of the cell is obtained.
7. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 5, wherein, it is based on The flow for each three dimensions grid that the cell is belonged to calculates the processing of the flow coverage evaluating functional value of the cell Including:
By the covering field strength that the cell is belonged to less than the sum of flow of three dimensions grid of field strength threshold value and the cell The ratio between all flows of three dimensions grid belonged to are multiplied with the 3rd weighted value, obtain the 3rd product;
The overlapping coverage that the cell is belonged to be more than the sum of flow of three dimensions grid of coverage threshold value with it is described The ratio between all flows of three dimensions grid that cell is belonged to are multiplied with the 4th weighted value, obtain the 4th product;
By the 4th product addition described in the 3rd sum of products, the flow coverage evaluating functional value of the cell is obtained.
8. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 1, further includes:
The base station that service is provided for the cell will be sent to for the Adjusted Option of the reference signal transmission power of the cell.
9. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 2, wherein, it utilizes Genetic algorithm sets the candidate reference signals transmission power of the cell.
10. the method for the reference signal transmission power of the one or more cells of adjustment according to claim 1, wherein, profit The three dimensions grid that one or more of cells are belonged to is determined with fingerprint base location algorithm.
11. a kind of device for the reference signal transmission power for adjusting one or more cells, including:
Parameter acquiring unit, be configured as obtaining the measurement report of each cell in target geographic area of space, cell flow, And Reference Signal Received Power, wherein, the target geographic area of space is divided into multiple three dimensions grids;
Cell determination unit, the Reference Signal Received Power being configured to determine that in the target geographic area of space are less than power One or more cells of threshold value;
Grid determination unit is configured as the measurement report based on one or more of cells, determines one or more of The three dimensions grid that cell is belonged to;And
Scheme determination unit is configured as, for any one in one or more of cells, based on the cell being returned The signal coverage condition of each three dimensions grid and flow coverage condition belonged to determines to send out for the reference signal of the cell The Adjusted Option of power is penetrated, wherein
For any one three dimensions grid that the cell is belonged to, the signal coverage condition of the three dimensions grid with The measurement report and Reference Signal Received Power for belonging to each cell of the three dimensions grid are associated, the three-dimensional space Between grid each cell of the flow coverage condition with belonging to the three dimensions grid cell flow it is associated.
12. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 11, wherein, institute Stating scheme determination unit includes:
Candidate transmitting power setting unit is configured as setting the candidate reference signals transmission power of the cell;
MPS process situation judging unit is configured as judging that the reference signal transmission power in the cell is adjusted to the time When selecting reference signal transmission power, whether the signal coverage condition and flow coverage condition of the cell meet predetermined condition;
Transmission power adjusts determination unit, and the judging result being configured as in the MPS process situation judging unit is affirmative In the case of, it determines the reference signal transmission power of the cell being adjusted to the candidate reference signals transmission power, wherein
In the case where the judging result of the MPS process situation judging unit is negative, in the scheme determination unit repetition State processing,
Each three dimensions grid that the signal coverage condition and flow coverage condition of the cell are belonged to the cell Signal coverage condition and flow coverage condition are associated.
13. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 12, wherein, institute MPS process situation judging unit is stated to be further configured to:
It is to belong to the three dimensions grid in the cell for any one three dimensions grid that the cell is belonged to In the case of one main plot of lattice,
Cell flow based on the cell and belong to the three dimensions grid other each main plots cell stream Amount determines the flow of the three dimensions grid,
Based on the received signal code power included in the measurement report for belonging to each cell of the three dimensions grid, determine The overlapping coverage of the three dimensions grid,
Power is received based on the candidate reference signals corresponding to the candidate reference signals transmission power of the cell and is belonged to The Reference Signal Received Power of other each main plots of the three dimensions grid determines the covering of the three dimensions grid Field strength;
Flow, covering field strength and overlapping coverage based on each three dimensions grid that the cell is belonged to, determine institute State flow-signal coverage condition characterization value of cell;And
Judge whether flow-signal coverage condition characterization value of the cell is more than characterization value threshold value,
Wherein, if the flow of the cell-signal coverage condition characterization value is more than the characterization value threshold value, judge described small The signal coverage condition and flow coverage condition in area meet the predetermined condition.
14. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 13, wherein, institute The candidate reference signals of the covering field strength and the cell of stating three dimensions grid receive power and belong to the three dimensions The average value of the Reference Signal Received Power of other each main plots of grid is related,
Of adjacent cell of the overlapping coverage of the three dimensions grid with meeting the following conditions in the three dimensions grid Number is related:For any one grid sampled point in the three dimensions grid, adjacent cell at the grid sampled point Difference between received signal code power and the received signal code power of main plot is more than preset difference value threshold value.
15. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 13, wherein, institute MPS process situation judging unit is stated to be further configured to:
The covering field strength of each three dimensions grid and overlapping coverage belonged to based on the cell, calculates the cell Three-dimensional coverage evaluating functional value;
Flow based on each three dimensions grid that the cell is belonged to calculates the flow coverage evaluating function of the cell Value;And
Three-dimensional coverage evaluating functional value and flow coverage evaluating functional value based on the cell, calculate the flow of the cell- Signal coverage condition characterization value.
16. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 15, wherein, institute MPS process situation judging unit is stated to be further configured to:
The covering field strength that the cell is belonged to is returned less than the number of the three dimensions grid of field strength threshold value with the cell The ratio between total number of three dimensions grid of category is multiplied with the first weighted value, obtains the first product;
The overlapping coverage that the cell is belonged to is more than the number of the three dimensions grid of coverage threshold value and the cell The ratio between total number of three dimensions grid belonged to is multiplied with the second weighted value, obtains the second product;
By the second product addition described in first sum of products, the three-dimensional coverage evaluating functional value of the cell is obtained.
17. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 15, wherein, institute MPS process situation judging unit is stated to be further configured to:
By the covering field strength that the cell is belonged to less than the sum of flow of three dimensions grid of field strength threshold value and the cell The ratio between all flows of three dimensions grid belonged to are multiplied with the 3rd weighted value, obtain the 3rd product;
The overlapping coverage that the cell is belonged to be more than the sum of flow of three dimensions grid of coverage threshold value with it is described The ratio between all flows of three dimensions grid that cell is belonged to are multiplied with the 4th weighted value, obtain the 4th product;
By the 4th product addition described in the 3rd sum of products, the flow coverage evaluating functional value of the cell is obtained.
18. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 11, further includes:
Scheme transmitting element is configured as to be sent to as institute for the Adjusted Option of the reference signal transmission power of the cell State the base station that cell provides service.
19. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 12, wherein, institute State the candidate reference signals transmission power that candidate transmitting power setting unit is configured as setting the cell using genetic algorithm.
20. the device of the reference signal transmission power of the one or more cells of adjustment according to claim 11, wherein, institute Cell determination unit is stated to be configured as determining three-dimensional space that one or more of cells are belonged to using fingerprint base location algorithm Between grid.
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