WO2015168848A1 - 一种信息处理方法及装置 - Google Patents
一种信息处理方法及装置 Download PDFInfo
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- WO2015168848A1 WO2015168848A1 PCT/CN2014/076799 CN2014076799W WO2015168848A1 WO 2015168848 A1 WO2015168848 A1 WO 2015168848A1 CN 2014076799 W CN2014076799 W CN 2014076799W WO 2015168848 A1 WO2015168848 A1 WO 2015168848A1
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- 230000010365 information processing Effects 0.000 title claims abstract description 20
- 238000003672 processing method Methods 0.000 title claims abstract description 11
- 238000000034 method Methods 0.000 claims abstract description 75
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
- H04W16/18—Network planning tools
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B17/00—Monitoring; Testing
- H04B17/30—Monitoring; Testing of propagation channels
- H04B17/309—Measuring or estimating channel quality parameters
- H04B17/318—Received signal strength
- H04B17/327—Received signal code power [RSCP]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
- H04W16/22—Traffic simulation tools or models
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
Definitions
- the present invention relates to the field of mobile communications technologies, and in particular, to an information processing method and apparatus. Background technique
- a method of planning based on an edge rate target is generally taken.
- the method includes: selecting an appropriate propagation model, considering the user's mobility, distribution behavior, and traffic model, and estimating and simulating the edge rate target to obtain the number of new stations and the number of cells required by the target network.
- the planning scheme basically only considers the user's situation. In the initial stage of network development, because the effective demand of users is not large, the scheme can meet the basic business requirements. However, as the network develops into a mature period, especially with the popularization of intelligent terminals, and Internet companies directly provide users with a large number of open Internet-based video and data service services, it is necessary to combine a network planning method. The actual business characteristics of the network are carried out to achieve more reasonable planning results. Summary of the invention
- the embodiment of the invention provides an information processing method device, which can obtain a reasonable network planning result.
- an information processing apparatus including:
- a first determining module configured to determine a user target rate UTT for the user terminal, and determine a grid rate capability GTA of the grid in which the user terminal is located;
- a second determining module configured to determine, according to at least the UTT and the GTA, whether the grid is There is a gap GAP area.
- the determining, by the first determining module, the UTT for the user terminal includes: determining the UTT for the user terminal according to a service experience level and a network service model .
- the first determining module is specifically configured to determine, according to a service experience level and a network service model, the UTT for the user terminal Specifically, determining, according to the service experience level and the network service model, a single service experience rate of the N services, where N is the total number of services corresponding to the user terminal; and the single service experience according to the N services The rate and the network traffic model determine the UTT.
- the network service model includes at least a single user concurrent service number; the first determining module is specifically configured to use the N The single service experience rate of the services and the network service model determine the UTT, including:
- Taking i as an integer from 1 to N respectively performing the following steps: calculating a single target number transmission time of the i-th service according to the data amount of the i-th service and the single service experience rate of the i-th service; Calculating the single target number transmission time of the first service and the total target number transmission time of all the services, calculating the single target number transmission weight of the i-th service; obtaining a single target number transmission weight of the N services;
- i an integer from 1 to N, respectively performing the following steps: calculating the first service according to the weight of the single target number of the i-th service and the rate of the single service experience of the first service a single service integration rate, which obtains a single service integration rate of the N services; and obtains a total service integration rate in the grid according to the single service integration rate of the N services;
- the first determining module a GTA for determining a grid in which the user terminal is located, including: according to the user terminal The network scheduling rate obtained in the grid determines the GTA.
- the second determining module Specifically for: determining an actual rate URT of the user terminal in the grid and an actual rate SRT of a single service of the user terminal; determining according to the UTT, the GTA, the URT, and the SRT Whether the grid has a GAP area.
- the apparatus further includes processing a module, configured to: determine a type corresponding to the grid; when determining that the grid has a GAP area, determine, according to a type corresponding to the grid, a method of lifting a GTA of the grid to reduce the GAP region.
- the processing module is configured to determine a type corresponding to the grid, specifically: determining that the grid is limited in coverage type;
- the processing module is further configured to: when it is determined that the grid has a GAP area, and the grid is of a limited coverage type, send an indication signal to the network management device, where the indication signal is used to indicate the grid There is a need to add a base station to upgrade the GTA of the grid;
- the type of coverage limitation means that the channel quality of the grid is lower than a preset channel quality threshold.
- the processing module is specifically configured to determine that the type of the grid is limited by coverage, specifically: determining the grid Whether the RSCP is smaller than the first preset RSCP threshold; if the RSCP of the grid is smaller than the first preset RSCP threshold, determining that the type corresponding to the grid is the type of the coverage limitation.
- the processing module is configured to determine a type corresponding to the grid, specifically: determining that the grid is limited in capacity type;
- the processing module is further configured to: when it is determined that the grid has a GAP area, and the grid is When the amount is limited, it is determined that the GTA of the grid is boosted by carrier expansion;
- the capacity limited type refers to that the available resources of the primary serving cell of the grid are insufficient, or the number of user terminals in the grid exceeds a preset number threshold.
- the processing module is specifically configured to determine that the grid is of a capacity limited type, specifically: determining the grid Whether the RSCP is greater than the second preset RSCP threshold, and determining whether the current received pilot signal level Eclo of the grid is greater than a preset Eclo value; if the RSCP of the grid is greater than the preset RSCP threshold, and The Eclo of the grid is greater than the preset Eclo threshold, and the type corresponding to the grid is determined to be the capacity limited type.
- the processing module is further configured to determine that the grid is upgraded by using carrier expansion
- the GTA is specifically: adding a number of carriers to the primary serving cell of the grid.
- the processing module is further configured to: determine whether a grid that has a GAP area and meets a preset condition reaches a preset quantity And determining whether the number of the grids satisfying the preset condition is increased after the carrier is added; wherein the preset condition is that the GTA of the grid in which the GAP area exists reaches the UTT; when it is determined that the GAP area exists and the When the grid of the preset condition reaches the preset number, and the number of grids satisfying the preset condition increases, it is determined that the increased carrier is valid.
- an information processing apparatus including:
- a memory for storing instructions
- a processor configured to execute the instruction, determine a UTT for the user terminal, and determine a GTA of the grid in which the user terminal is located; and determine, according to the UTT and the GTA, whether the raster has a GAP area.
- the processor is configured to execute the instruction, determining a UTT for a user terminal, including: executing the instruction, determining, according to a service experience level and a network service model, Said UTT of the user terminal.
- a second possible implementation Determining, by the processor, the instruction, determining the UTT for the user terminal according to a service experience level and a network service model, including: executing the instruction, according to the service experience level and the network service model Determining a single service experience rate of the N services, where N is the total number of services corresponding to the user terminal; determining the UTT according to the single service experience rate of the N services and the network service model.
- the network service model includes at least a single user concurrent service number; the processor is specifically configured to use the N services according to the N service
- the single service experience rate and the network service model determining the UTT, including: executing the instruction, taking i as an integer from 1 to N, respectively performing the following steps: according to the data amount of the i-th service and the a single service experience rate of one service, calculating a single target number transmission time of the i-th service; calculating the ith number according to the single target number transmission time of the i-th service and the total target number transmission time of all services
- the single target number of the service transmits the weight; the single target number of the N services is obtained;
- i an integer from 1 to N, respectively performing the following steps: calculating the i-th service according to the single-target number transfer weight of the i-th service and the single-service experience rate of the first service a single service integration rate, and obtaining a total service integration rate in the grid according to the single service integration rate of the N services;
- the determining, by the processor, the GTA of the grid in which the user terminal is located includes: executing the instruction to determine the GTA according to a network scheduling rate obtained by the user terminal in the grid.
- a fifth possible implementation manner Determining, by the processor according to the UTT and the GTA, whether the grid has a GAP area, comprising: executing the instruction, determining a URT of the user terminal in the grid, and the The actual rate SRT of the single service of the user terminal; determining whether the grid has a GAP area according to the UTT, the GTA, the URT, and the SRT.
- the processor is further configured to: execute the instruction, determine a type corresponding to the grid; and when determining that the grid has a GAP area, determine, according to a type corresponding to the grid, a method for lifting a GTA of the grid To reduce the GAP area.
- the processor is configured to execute the instruction, and determine a type corresponding to the grid, specifically: executing the instruction, Determining that the grid is of a type that is limited in coverage;
- the processor is further configured to: execute the instruction, when it is determined that the grid has a GAP area, and the grid is of a limited coverage type, send an indication signal to the network management device, where the indication signal is used Instructing the grid to add a base station to upgrade the GTA of the grid;
- the type of coverage limitation means that the channel quality of the grid is lower than a preset channel quality threshold.
- the processor is specifically configured to execute the instruction, and determine that the grid is a type of coverage limitation, specifically: Determining, by the instruction, whether the RSCP of the grid is smaller than the first preset RSCP threshold; if the RSCP of the grid is smaller than the first preset RSCP threshold, determining that the type corresponding to the grid is the coverage Restricted type.
- the processor is configured to execute the instruction, and determine a type corresponding to the grid, specifically: executing the instruction, Determining that the grid is of a capacity limited type;
- the processor is further configured to: execute the instruction, when it is determined that the grid has a GAP area, and the grid is of a capacity-limited type, determine that the GTA of the grid is boosted by carrier expansion;
- the capacity limited type refers to that the available resources of the primary serving cell of the grid are not The number of user terminals in the foot, or the grid, exceeds a preset number threshold.
- the processor is specifically configured to execute the instruction, and determine that the grid is a capacity limited type, specifically: Executing the instruction, determining whether the RSCP of the grid is greater than a second preset RSCP threshold, and determining whether a current received pilot signal level Eclo of the grid is greater than a preset Eclo threshold; if the RSCP of the grid is greater than The preset RSCP threshold, and the Eclo of the grid is greater than the preset Eclo threshold, and determining that the type corresponding to the grid is the capacity limited type.
- the processor is specifically configured to determine that the carrier is expanded by using a carrier
- the GTA of the grid is specifically: adding a carrier quantity to a primary serving cell of the grid.
- the processor is further configured to: execute the instruction, determine a grid that has a GAP area and meets a preset condition Whether the number of the grids satisfying the preset condition is increased after the preset number is reached, and the preset condition is that the GTA of the grid in which the GAP area exists reaches the UTT; when it is determined to exist The GAP region and the grid satisfying the preset condition reach the preset number, and when the number of grids satisfying the preset condition increases, it is determined that the added carrier is valid.
- a third aspect of the present invention provides an information processing method, including:
- the determining the UTT for the user terminal includes: determining, according to the service experience level and the network service model, the UTT for the user terminal.
- determining the ⁇ for the user terminal according to a service experience level and a network service model including: according to the service experience level And determining, by the network service model, a single service experience rate of each service; where ⁇ is the total number of services corresponding to the user terminal; Determining the UTT according to a single service experience rate of the N services and the network service model.
- the network service model includes at least a single user concurrent service number, and the single service experience rate according to the N services And determining, by the network service model, the UTT, including:
- Taking i as an integer from 1 to N respectively performing the following steps: calculating a single target number transmission time of the first service according to the data amount of the i-th service and the single service experience rate of the first service; Calculating a single target number transmission time of the i-th service and a total target number transmission time of all services, calculating a single-target number transmission weight of the i-th service; obtaining a single-target number transmission weight of the N services;
- i an integer from 1 to N, respectively performing the following steps: calculating the i-th service according to the single-target number transfer weight of the i-th service and the single-service experience rate of the first service a single service integration rate, which obtains a single service integration rate of the N services; and 4 obtains a total service integration rate in the grid according to the single service integration rate of the N services;
- determining that the user terminal is located includes: determining the GTA according to a network scheduling rate obtained by the user terminal in the grid.
- the GTA includes:
- the method further includes: determining a type corresponding to the grid;
- a method of boosting the GTA of the grid is determined according to a type corresponding to the grid to reduce the GAP area.
- the grid When it is determined that the grid has a GAP area, and the grid is of a limited coverage type, sending an indication signal to the network management device, where the indication signal is used to indicate that a new base station needs to be added in the grid to enhance the The GTA of the grid;
- the type of coverage limitation means that the channel quality of the grid is lower than a preset channel quality threshold.
- the determining that the grid is a type of coverage limitation includes:
- the RSCP of the grid is smaller than the first preset RSCP threshold, determine that the type corresponding to the grid is the type of the coverage limitation.
- the determining the type corresponding to the grid includes: determining that the grid is a capacity limited type;
- the grid has a GAP area, and the grid is of a capacity limited type, determining to increase the GTA of the grid by means of carrier expansion;
- the capacity limited type refers to that the available resources of the primary serving cell of the grid are insufficient, or the number of user terminals in the grid exceeds a preset number threshold.
- the determining that the grid is a capacity limited type includes:
- the GTA of the grid is upgraded by using carrier expansion, including : Increase the number of carriers for the primary serving cell of the grid.
- the method further includes:
- the target network is comprehensively planned according to the user target rate of the user terminal and the grid rate capability of the grid, and the user experience is quantized into the target rate bandwidth, and the network is combined with the bandwidth requirements of different services in the network.
- Planning Network planning in combination with the actual service characteristics of the network can achieve more reasonable network planning results, while fully considering the end user experience and improving the user experience.
- FIG. 1 is a main flowchart of an information processing method according to an embodiment of the present invention.
- FIG. 2 is a flowchart of a method for calculating a UTT according to an embodiment of the present invention
- FIG. 3 is a flowchart of a method for calculating a GTA according to an embodiment of the present invention
- FIG. 4 is a schematic diagram of a simulation result according to an embodiment of the present invention.
- FIG. 5 is a flowchart of a method for creating a new station according to an embodiment of the present invention.
- 6A is a block diagram showing the main structure of an information processing apparatus according to an embodiment of the present invention.
- 6B is a block diagram showing the detailed structure of an information processing apparatus according to an embodiment of the present invention.
- FIG. 7 is a schematic structural diagram of an information processing apparatus according to an embodiment of the present invention. detailed description
- GSM Global System for Mobile communications
- Code Division Multiple Access Code Division Multiple Access
- TDMA Time Division Multiple Access
- FDMA Frequency Division Multiple Addressing
- OFDMA Orthogonal Frequency-Division Multiple Access
- SC-FDMA single carrier FDMA
- GPRS General Packet Radio Service
- LTE Long Term Evolution
- system and “network” are used interchangeably herein.
- the term “and/or” in this context is merely an association describing the associated object, indicating that there can be three relationships, for example, A and / or B, which can mean: A exists separately, and both A and B exist separately. B these three situations.
- the character "/,, in this article, generally means that the contextual object is a kind of "or,” relationship.
- the technical solution of the embodiment of the present invention relates to a base station, which may be, for example, a base transceiver station (BTS, Base Transceiver Station) in GSM or CDMA, or a Node B (NodeB) in WCDMA, or an evolution in LTE.
- BTS Base Transceiver Station
- NodeB Node B
- the embodiment of the present invention is not particularly limited in this embodiment of the present invention.
- the technical solution in the embodiment of the present invention is mainly performed on a grid (Grid).
- Grid grid
- the surface of the earth can be divided into grid arrays of uniform size and close proximity.
- Each grid can be called a grid, and each grid can uniquely represent a specific geographical area, according to the division of the scale. Size, grid has 10m* 10m, 20m*20m, 50m*50m and many more. There are many ways to divide, all The methods existing in the prior art are not described in detail.
- a grid may be covered by a plurality of cells, wherein one of the plurality of cells covering one grid is the master cell of the grid, that is, the primary serving cell of the grid.
- one of the plurality of cells covering one grid is the master cell of the grid, that is, the primary serving cell of the grid.
- GAP gap
- the terminal in the GAP area is difficult to be covered by the signal of any cell covering the grid. Therefore, what needs to be solved in the embodiment of the present invention is how to determine whether a raster has a GAP area more reasonably. And further, if the raster has a GAP region, how to process the raster to reduce and eliminate the GAP region as much as possible, and improve signal coverage.
- the real rate (RT) of the user terminal is the real rate when the user terminal actually conducts the service, and can be classified into URT (User Real Throughput, user actual rate) and SRT according to the statistical level. (Service Real Throughput, actual service rate), URT is the actual rate at the user level, and SRT is the actual rate at the service level.
- the GTA may refer to a rate that can be achieved when the user terminal is located in different grids according to the wireless channel quality, power consumption, and user terminal distribution of the network. That is, the bandwidth rate that the current network can provide to a single user.
- the base station can obtain a geographical location when the user terminal reports the M (Measurement Report) by using a certain positioning technology, such as a GPS (Global Positioning System). Normalize the geographic location to the grid, where the location of the raster is the result of the MR positioning.
- a certain positioning technology such as a GPS (Global Positioning System).
- an embodiment of the present invention provides an information processing method, which may be performed by a base station.
- the main flow of the method is described below.
- Step 101 Determine a UTT (User Target Throughput) for the user terminal, and determine a GTA of the grid in which the user terminal is located.
- UTT User Target Throughput
- determining the UTT for the user terminal may include: determining, according to the service experience level and the network service model, the UTT for the user terminal.
- the user experience level may be divided according to different subjective feelings of the user. For example, the user experience level may be classified into three levels: Excellent, Good, and Bad.
- User experience level can also be called business experience level, which means user The quality of business operations when a terminal uses a service.
- each service experience level has a corresponding service experience baseline, including specific evaluation indicators, such as response, display delay, page display success rate, and buffer time.
- the evaluation index corresponding to the item service determines the level of its business experience. For details, see the example in Table 1:
- Rebuffer times >2 times / Bad (Bad), experience less than the user period
- the network service model refers to a description of the network service by combining multiple parameters, and the parameter may include a service type (ServiceType) and a service flow.
- ServiceType service type
- service flow a service flow
- the ServiceType may include various services such as Web, Streaming. File Transfer Protocol (FTP), Email (Email), Voice over Internet Protocol (VoIP), and Gaming.
- VoIP refers to digitizing the analog signal and transmitting it in real time on the IP network in the form of data packets.
- ServiceTraffic is the traffic of the service in the network, for example, the traffic of the above service, and the traffic of each service performed by the same user terminal is added to obtain the single user traffic (UserTraffic), and the traffic of the same service is added to obtain the single traffic.
- the real-time transmission time represents the time taken by the network to actually transmit the single-service traffic of each service.
- the single-user real-time transmission time (UserRealTransTime) is obtained, and the real-time transmission time of the same service is added.
- Get the single service real-time transmission time (ServiceRealTransTime).
- CoServiceNum refers to the average number of concurrently carried out by a single user terminal in the network. It can be called the number of concurrent services.
- the network service model may be identified by fetching a data packet of a user plane in the network, and the crawling manner may be performed by, for example, deploying a data analyzer through an external probe, that is, an interface between the network elements. Packet analysis; or built-in probes, that is, the function of implementing the data analyzer in the network element.
- the UTT may refer to a bandwidth requirement required by the user to reach a good or excellent service experience level, and the bandwidth requirement is a target.
- Single-user bandwidth rate for network planning According to the service experience level and the network service model, the service experience level of the user terminal may be quantized into the foregoing bandwidth requirement, that is, the UTT of the user terminal is obtained. By matching the MR positioning results, the finest particles of the UTT can be identified to the grid level.
- the UTT. N is the total number of services corresponding to the user terminal, that is, the number of concurrent services of the user terminal.
- determining the UTT according to the single service experience rate of each service and the network service model may include: taking i as an integer from 1 to N, and performing the following steps respectively: The data volume of the service and the single service experience rate of the i-th service, calculating the single-target number transmission time of the i-th service; the single-target number transmission time and the total target number of all services according to the i-th service Transmitting time, calculating a single target number transmission weight of the first service; obtaining a single target number transmission weight of N services; continuing to take 1 as an integer from 1 to N, respectively performing the following steps: According to the ith The single-target number transmission weight of the service and the single service experience rate of the i-th service, calculate a single service integration rate of the i-th service, and obtain a single service integration rate of the N services; The single service integration rate of the N services is obtained as a total service integration rate in the grid; and the total service integration rate in the grid and the concurrent service quantity
- Stepl Obtain a single service experience rate baseline (ServiceThroughputBenchmark) according to the network service model and the service experience level mapping.
- the service experience level of the user terminal is good (Good). Medium (Good) and Bad (Bad), by analyzing the network service model, the service experience level can be quantized into a bandwidth requirement, and the bandwidth requirement is Single business experience rate baseline.
- the corresponding experience time For example, for web services, for the experience level of Excellent, the corresponding experience time For 3s, the corresponding Good service experience level, the corresponding experience time is 5s.
- VoIP Voice (Voice) 128 64
- Gaming 512 256 Step 2: Calculate the UTT according to the network service model and a single service experience rate baseline. The specific calculation steps are as follows.
- the physical meaning of the single-target data transmission time of service i is: To transmit the traffic corresponding to service i, and to ensure a good or excellent service experience level, the minimum required transmission time.
- the single service integration rate of each service in the grid is calculated according to the weight of the single target number of each service and the rate of the single service experience of the service.
- the physical meaning of the weight of a single target number of traffic i is: The probability that the service i performs data transmission on the same time slice.
- the single-target number transmission weight of service 1 is * the single service experience rate baseline of service 1 is the single service experience rate of service 1.
- the total service integration rate in the grid is obtained according to the single service integration rate of each service in the grid.
- the physical meaning of the total service integration rate in the grid is: Multi-service integration rate on the same time slice after comprehensively considering the data transmission probability of various services.
- the UTT of the user terminal is obtained according to the total service integration rate in the grid and the number of single-user concurrent services of the user terminal.
- the physical meaning of the UTT is as follows: On the same time slice, a single user terminal may concurrently perform multiple services, and the required rate is UTT, and the UTT can pass the rate required for a single service. The number of concurrent transactions is calculated.
- a single service growth factor can be used.
- the growth factor of different services in the grid can be called IncreaseFactor, different IncreaseFactor. This can result in different traffic flows, which can affect the final UTT calculations.
- the service experience level is, for example,
- Gaming 512 256 62878.98 0.10% 122.8105078 0.31% For example, for a WEB service, if the single service experience rate baseline is good, the corresponding rate is 512 kbps, and if the single service experience rate baseline is medium, the corresponding rate is 256 kbps.
- the service traffic corresponding to the WEB service is 1306045.34, that is, the ServiceTraffic in Table 3 refers to the service traffic of a single service, that is, the single service traffic of the service i, and the traffic occupied by the WEB service in all the traffic of the grid (ServiceTrafficRatio ) is 21.47%, the single-target number transmission time of the WEB service is 25509.07293, and the single-target number transmission weight of the WEB service is 61.73%.
- the corresponding rate is 4096 kbps. If the single service experience rate baseline is medium, the corresponding rate is 2500 kbps.
- the traffic of the 720P Streaming service is 45009458.95.
- the traffic of the 720P Streaming service occupies 73.99% of the total traffic of the Grid.
- the single-target transmission time of the 720P Streaming service is 10988.63755, and the 720P Streaming service.
- the single-target number transfer weight is 26.59%.
- the number of concurrent services is 1.36.
- the weight of traffic for that service is taken into account in all traffic flows of the grid.
- different methods may be selected according to actual conditions, that is, as shown in FIG. 2, before the UTT of a single user is obtained, a specific method for calculating the UTT needs to be determined. For example, for some user terminals, it is only necessary to protect the main services. When calculating UTT, only the main service can be considered. For other user terminals, services with large traffic may be required. Business with large traffic, and so on.
- the parameters for calculating UTT may be selectively selected according to network operation conditions. Calculate UTT.
- the methods that ultimately lead to UTT include the highest priority business assurance law, the maximum flow guarantee law, and the comprehensive business assurance law.
- the highest priority business assurance method Select the main business in the existing network, or the main business to be developed by the operator for security. You can select the highest priority service according to your needs.
- Maximum flow guarantee method Focus on ensuring the largest traffic required in the network, and choose a certain proportion to guarantee. You can choose the service that contributes to the network TOP M% traffic as needed.
- the network scheduling rate obtained at the end in the grid determines the GTA
- the GTA may be calculated according to the resource consumption of the network, the number of users, and the statistics of the quality of the wireless channel.
- the information may be collected through a log of the network element, such as dropped call statistics, MR PCHR (Performance Principle Tool). Wait for it.
- the single-user scheduling probability of each user terminal can be obtained according to the number of user terminals that simultaneously transmit data in the cell.
- the rate V when a single user is scheduled indicates that the user terminal located in a certain grid is covered by a primary service cell, and the rate that can be reached when all available resources of the primary serving cell are used by the user terminal.
- V is mainly related to the channel quality of the grid (GridCQI) and the available resources of the primary serving cell of the grid (AvailSoure), such as power resources, code resources, and the like.
- GridCQI channel quality of the grid
- AvailSoure available resources of the primary serving cell of the grid
- the GTA of the single user terminal is V*l/K in a cell.
- the GTA of the cell can be obtained according to the GTA of each user in a cell, and the GTA of the cell is represented by CellGTA.
- the same grid usually has multiple cell coverages. Therefore, when calculating the GTA of a grid, it is necessary to comprehensively consider the CellGTA of multiple cells.
- the commonly used method is to weight-average the CellGTA of each cell to obtain a grid.
- the proportion of the service duration occupied by the grid is: between the duration of the cell performing the service in the grid and the total duration of the cell in the grid. The ratio.
- Step 102 Determine whether the grid has a GAP area according to at least the UTT and the GTA.
- each grid has a UTT and a GTA.
- GTA For a grid of GTA ⁇ UTT, it is considered that there is a GAP area, that is, the rate capability of the grid cannot ensure that the user service experience reaches the target service experience level, for example, Good Or Excellent
- determining whether the grid has a GAP area in addition to determining the UTT and the GTA, according to the UTT, the GTA, and the URT of each grid. And SRT to determine together. That is, determining whether the grid has a GAP area may include: determining a URT of the user terminal in the grid and an SRT of the user terminal; according to the UTT, the GTA, the URT, and the The SRT determines whether the grid has a GAP area.
- the URT is the actual transmission rate of a single user terminal, and does not distinguish what service is performed by the user terminal, and statistically presents the actual transmission rate of the user level.
- the SRT is the actual transmission rate of a single service, and the service is statistically presented according to different service differences. The actual transmission rate of the level.
- a URT and an SRT of each cell are obtained, and each network gate may also be obtained by associating the network service model with the geographical location information of the MR positioning.
- URT and SRT of Grid are calculated as follows:
- SRT SUM (single service traffic of service i)/SUM (single service real-time transmission time of service i) That is, URT is equivalent to dividing the traffic of all user terminals by the real-time transmission time of all user terminals, and obtaining a single user.
- the actual transmission rate of the terminal URT is also equivalent to the actual average transmission rate of the single-user terminal.
- SRT is equivalent to dividing the traffic of all services by the real-time transmission time of all services, and the SRT is equivalent to the actual average transmission rate of a single service.
- the real-time transmission time of a single service can be represented by ServiceRealTransTime.
- the simulation is performed by the simulation software, and according to the obtained simulation result, it can be determined whether the grid has a GAP area.
- UTT, URT (SRT) and GTA are processed according to the grid distribution.
- the shapes and areas of the regions corresponding to UTT, URT (SRT) and GTA are almost the same. Then, if there is a sub-area, the corresponding position of the sub-area in the three areas is the same, and the sub-area appears as a void in the three areas, indicating that the GAP area exists in the sub-area.
- this method requires the use of three parameters, and the simulation results obtained can be seen intuitively, this method can also be called the method of trinity visual presentation.
- Target rate - UTT 2. Rate capability - GTA; 3. Actual rate - URT and SRT;
- One is: the same geographical location, that is, the same grid.
- FIG. 4 is a schematic diagram of a simulation result using a three-in-one visual rendering method
- the sub-region corresponding to the portion through which the broken line 1 passes is in each of the three regions.
- the portion through which the broken line 1 passes has a GAP area.
- the raster when it is determined that the GAP area exists, the raster needs to be processed correspondingly for the type of the grid.
- the method may further include: determining a type corresponding to the grid; when determining that the grid has a GAP area, determining, according to a type corresponding to the grid, Method to eliminate the GAP region.
- determining whether the grid has a GAP area, and determining a type corresponding to the grid are two independent steps, and the two steps may be performed in any order.
- the method may first determine whether the grid has a GAP area, and if it is determined that the grid has a GAP area, determine the type of the grid, so that if the grid is determined not to be The presence of a GAP area may also re-plan the grid, minimizing operational steps and reducing operating time.
- the grid of the GAP area mainly has two types of coverage limitation and capacity limitation.
- determining a type corresponding to the grid may specifically determine that the grid is of a type limited by coverage. Then, when it is determined that the grid has a GAP area, and the grid is of a limited coverage type, sending an indication signal to the network management device, where the indication signal is used to indicate that a new base station needs to be added in the grid. Upgrading the GTA of the grid; wherein the coverage limited type means that the channel quality of the grid is lower than a preset channel quality threshold.
- the network management device may be referred to as a higher-level network management device, or may also be a provided human-computer interaction interface.
- the operator can be notified of the location. It is necessary to add a base station in the grid to raise the GTA of the grid, so that the grid can be operated accordingly.
- the network management device may also refer to other devices, as long as the network management device can receive the indication signal, and the device does not limit the device.
- determining a type corresponding to the grid may specifically be determining that the grid is of a capacity limited type. Then, when it is determined that the grid has a GAP area, and the grid is of a capacity-limited type, it is determined that the GTA of the grid is raised by means of carrier expansion; wherein the capacity-limited type refers to The available resources of the primary serving cell of the grid are insufficient, or the number of user terminals in the grid exceeds a preset number threshold.
- the method for determining whether the type of the grid is a coverage-limited type includes: determining whether an RSCP of the grid is smaller than a first preset RSCP threshold; if an RSCP of the grid is smaller than the first preset The RSCP threshold determines that the type corresponding to the grid is the type of the coverage limitation.
- the GTA can be promoted by upgrading the network coverage by planning the new base station.
- An embodiment of the present invention provides a method for creating a new base station, as shown in FIG. 5.
- a new station refers to a new base station.
- the method of creating a new station is needed to improve the grid of the GTA to cover the grid, or the GTA is still after the carrier expansion. A grid smaller than UTT. Then, after the limited grid is covered and the carrier is expanded, the GTA still d, and the grid of the UTT forms a grid convergence area.
- the commonly used judgment condition is: the distance between the new station and the minimum station of the existing base station on the existing network needs to be greater than a threshold, and the number of grids solved by the new station is The number of users / or the amount of business should be sufficient.
- the station cannot be added in the convergence area, and the result and the GTA of each grid can be output.
- the result at this time is the result of no station addition, and the GTA of each grid is also the original GTA of each grid. .
- the station is added one by one in the convergence area, after the station is added, the number of users that can be absorbed by each new station and the quality status of the air interface channel can be obtained through simulation, that is, the number of users and the number of users in the cell after the new station can be obtained.
- planning objectives are also different, commonly used planning objectives are: to ensure a certain proportion of the grid GTA>UTT, or to guarantee a certain proportion of the user terminal GTA>UTT, or to guarantee a certain proportion of business volume GTA>UTT .
- the result and the GTA of each grid can be output.
- the output result is the result after adding the station.
- the GTA of each grid is also the GTA updated after the station is added.
- the capacity limitation refers to the fact that the user terminal rate is too small due to too few available resources of the primary serving cell (AvailSoure), or the probability that each user terminal obtains scheduling due to the large number of user terminals is too low, thereby causing the GTA of the grid. difference.
- the method for determining whether the type of the grid is a capacity-limited type includes: determining whether an RSCP of the grid is greater than a second preset RSCP threshold, and determining an Eclo of the grid Whether it is greater than a preset Eclo threshold; determining that the RSCP of the grid is greater than the second preset RSCP threshold, and determining that the Eclo of the grid is greater than the preset Eclo threshold, determining corresponding to the grid
- the type is the type with the capacity limitation.
- the first preset RSCP threshold and the second RSCP threshold may be equal or different.
- the grids may still be You need to plan the shared capacity by creating a new base station. Lit GTA.
- the carrier expansion of the grid is essentially to perform carrier expansion on the cells covering the grid.
- the candidate cell for carrier expansion needs to meet the following two conditions:
- the current carrier of the sector in which the cell is located is not fully configured, that is, there are excess available frequencies, CurrentCarriers ⁇ AllowedMaxCarriers.
- CurrentCarriers refers to the current number of carriers in the cell
- AllowedMaxCamers refers to the maximum number of carriers allowed in the cell.
- the GTA of the grid is upgraded by means of carrier expansion, which may be: adding a number of carriers to the primary serving cell of the grid.
- the GTA of the grid is upgraded by means of carrier expansion, and the method may include: determining whether the current number of carriers of the primary serving cell of the grid is less than a maximum allowed number of carriers; When the current number of carriers is less than the maximum allowed number of carriers, a carrier is added for the primary serving cell of the grid.
- the primary serving cell of the grid there are multiple cells covering one grid, and one of the cells plays a dominant control role on the grid, and the cell is called the primary serving cell of the grid.
- the grid in which the cell is absolutely mastered includes a grid in which the GAP region exists.
- the absolute master is judged by the condition MRratio > MRratioThreshold, and MRratio represents: the ratio between the duration occupied by the cell in the grid and the total duration occupied by all cells of the grid when doing business in the grid. .
- MRratioThreshold is configurable, mainly to exclude grids located in the switching area. For the grid in the handover area, the user terminal frequently switches when doing service. If the carrier is added only in a certain cell, the rate gain actually obtained by the terminal user is not obvious. This parameter allows you to control the number of carrier expansions. Among them, one cell may cover multiple grids, and the cell controls multiple grids. However, the cell may be only the primary serving cell of one of the grids, and the cell plays an absolute master role for the grid.
- carrier capacity expansion is first performed on the primary serving cell of the grid. If the primary serving cell of the grid does not satisfy the above two conditions, the other serving cells of the grid are selected. Perform carrier expansion.
- the number of carriers increases, and when the number of user terminals does not change, The user terminal can be allocated to more carriers, the number of simultaneous digital transmission user terminals carried by each carrier is reduced, the available resources of each carrier are more, and the scheduling probability obtained by each user terminal is greater, thereby The GTA of the grid is even bigger.
- the GTA of the raster needs to be recalculated and updated due to the change in the GTA of the raster.
- one method of judging is to satisfy the following two conditions:
- the method may further include: determining whether the grid having the GAP region and satisfying the preset condition reaches a preset number. And determining whether the number of the grids satisfying the preset condition is increased after the carrier is added; wherein the preset condition is that the GTA of the grid in which the GAP area exists reaches the UTT; when it is determined that the GAP area exists and the When the grid of the preset condition reaches the preset number, and the number of grids satisfying the preset condition increases, it is determined that the increased carrier is valid.
- the GridThreshold is set to 1. After the carrier is added, the number of rasters of the GTA of the raster in which the GAP region exists to UTT is OverGridThresholdNum, and the number of rasters of the GTA lifting value of the GAP-enabled raster > ThroughputThreshold is expanded after the carrier is expanded. OverThroughputThresholdNum.
- different processing manners can be used for different types of grids to improve the GTA of the grid, so that the processing method is more in line with the actual situation of the grid, and the grid can be improved more effectively and in a more targeted manner. GTA.
- the target network is comprehensively planned according to the user target rate of the user terminal and the grid rate capability of the grid, and the user experience is quantized into the target rate bandwidth, and the network is combined with the bandwidth requirements of different services in the network. planning.
- Network planning in combination with the actual service characteristics of the network can achieve more reasonable network planning results, while fully considering the end user experience and improving the user experience.
- the information processing apparatus may include a first determining module 601 and a second determining module 602.
- the first determining module 601 can be configured to determine a UTT for the user terminal and determine a GTA of the grid in which the user terminal is located.
- the second determining module 602 can be configured to determine whether the grid has a GAP region based at least on the UTT and the GTA.
- the first determining module 601 may be configured to determine a UTT for a user terminal, specifically: determining the UTT for the user terminal according to a service experience level and a network service model.
- the first determining module 601 is specifically configured to determine, according to the service experience level and the network service model, the UTT for the user terminal, specifically: according to the service experience level and the The network service model determines a single service experience rate of the N services, where N is the total number of services corresponding to the user terminals; and determining the UTT according to the single service experience rate of the N services and the network service model.
- the network service model includes at least a single-user concurrent service number.
- the first determining module 601 may be specifically configured to use a single service experience rate according to the N services. And determining, by the network service model, the UTT, specifically:
- Taking i as an integer from 1 to N respectively performing the following steps: calculating a single target number transmission time of the i-th service according to the data amount of the i-th service and the single service experience rate of the i-th service; Calculating the single target number transmission time of the first service and the total target number transmission time of all the services, calculating the single target number transmission weight of the i-th service; obtaining a single target number transmission weight of the N services;
- i an integer from 1 to N, respectively performing the following steps: calculating a single service of the first service according to the weight of the single target number of the i-th service and the rate of the single service experience of the first service Synthesizing the rate, obtaining a single service integration rate of the N services; and obtaining a total service integration rate in the grid according to the single service integration rate of the N services;
- the first determining module 601 may be configured to determine a GTA of the grid where the user terminal is located, specifically: determining, according to a network scheduling rate obtained by the user terminal in the grid. The GTA.
- the second determining module 602 may be specifically configured to determine a URT of the user terminal in the grid and an actual rate SRT of a single service of the user terminal, according to the UTT, The GTA, the URT, and the SRT determine whether the grid has a GAP region.
- the device may further include a processing module.
- the processing module 603 is configured to determine a type corresponding to the grid. When determining that the grid has a GAP area, determining, according to a type corresponding to the grid, a method of lifting a GTA of the grid to eliminate the GAP area. .
- the processing module 603 is configured to determine a type corresponding to the grid, specifically: determining that the grid is a type with limited coverage; and the processing module is further configured to: when determining When the grid has a GAP area, and the grid is of a limited coverage type, an indication signal is sent to the network management device, where the indication signal is used to indicate that a new base station needs to be added in the grid to enhance the location.
- the GTA of the grid; wherein the coverage limited type means that the channel quality of the grid is lower than a preset channel quality threshold.
- the processing module 603 is specifically configured to determine that the type of the coverage is limited, and specifically: determining whether the RSCP of the grid is smaller than a first preset RSCP threshold; The RSCP of the grid is smaller than the first preset RSCP threshold, and the type corresponding to the grid is determined to be the type of the coverage limitation.
- the processing module 603 may be configured to determine a type corresponding to the grid, specifically: determining that the grid is of a capacity limited type; the processing module may be further configured to: When it is determined that the grid has a GAP area, and the grid is of a capacity-constrained type, determining that the GTA of the grid is upgraded by means of carrier expansion; wherein the capacity-limited type refers to The available resources of the primary serving cell of the grid are insufficient, or the number of user terminals in the grid exceeds a preset number threshold.
- the processing module 603 is specifically configured to determine that the grid is of a capacity-limited type, specifically: determining whether the RSCP of the grid is greater than a second preset RSCP threshold, and determining a location Whether the current received pilot signal level Eclo of the grid is greater than a preset Eclo threshold; if the RSCP of the grid is greater than the preset RSCP threshold, and the Eclo of the grid is greater than the preset Eclo threshold, determining The type corresponding to the grid is the capacity limited type.
- the processing module 603 is further configured to: determine, by using a carrier expansion manner, the GTA of the grid, where: the number of carriers is increased for the primary serving cell of the grid.
- the processing module 603 is further configured to: determine whether a grid that has a GAP area and meets a preset condition reaches a preset number, and after determining to add a carrier, satisfy the preset condition. Whether the number of the grids is increased; wherein the preset condition is that the GTA of the grid in which the GAP area exists reaches UTT; when it is determined that the GAP area exists, and the grid satisfying the preset condition reaches the preset When the number, and the number of grids satisfying the preset condition, increase, it is determined that the increased carrier is valid.
- an embodiment of the present invention provides an information processing apparatus based on the same inventive concept.
- the apparatus includes: a bus 730, and a processor 710 and a memory 720 coupled to the bus 730.
- the memory 720 is used to store instructions.
- the processor 710 is configured to execute the instruction, determine a UTT for the user terminal, and determine a GTA of a grid in which the user terminal is located; and determine, according to the UTT and the GTA, whether the grid has a GAP area.
- the processor 710 is configured to determine a UTT for the user terminal, specifically: executing the instruction, and determining the UTT for the user terminal according to a service experience level and a network service model.
- the processor 710 is specifically configured to execute the instruction, and determine the UTT for the user terminal according to a service experience level and a network service model, specifically: executing the instruction, according to the The service experience level and the network service model respectively determine a single service experience rate of the N services; where N is the total number of services corresponding to the user terminal; and the single service experience rate and the network service according to the N services The model determines the UTT.
- the network service model includes at least a single user concurrent service number; the processor 710 is specifically configured to execute the instruction, according to the single service experience rate of the N services, and the network.
- the business model determines the UTT, specifically:
- Executing the instruction taking i as an integer from 1 to N, respectively performing the following steps: calculating a single target number of the i-th service according to the data amount of the i-th service and the single service experience rate of the first service Transmitting time; calculating a single target number transmission weight of the i-th service according to the single target number transmission time of the i-th service and the total target number transmission time of all services; obtaining a single target number transmission of N services Weights;
- i an integer from 1 to N, respectively performing the following steps: calculating the i-th service according to the single-target number transfer weight of the i-th service and the single-service experience rate of the first service a single service integration rate, which obtains a single service integration rate of the N services; and 4 obtains a total service integration rate in the grid according to the single service integration rate of the N services;
- the processor 710 is configured to determine a gate where the user terminal is located.
- the GTA of the cell is specifically: executing the instruction, determining the GTA according to a network scheduling rate obtained by the user terminal in the grid.
- the processor 710 is configured to determine, according to the UTT and the GTA, whether the grid has a GAP area, specifically: executing the instruction, determining the location in the grid. Determining a URT of the user terminal and an actual rate SRT of the single service of the user terminal; determining, according to the UTT, the GTA, the URT, and the SRT, whether the grid has a GAP area.
- the processor 710 is further configured to: execute the instruction, determine a type corresponding to the grid; and when determining that the grid has a GAP area, according to a type corresponding to the grid, A method of lifting the GTA of the grid is determined to eliminate the GAP area.
- the processor 710 is configured to execute the instruction, and determine a type corresponding to the grid, specifically: executing the instruction, determining that the grid is a type with limited coverage;
- the device 710 is further configured to: execute the instruction, when it is determined that the grid has a GAP area, and the grid is of a limited coverage type, send an indication signal to the network management device, where the indication signal is used to indicate A new base station is required in the grid to upgrade the GTA of the grid.
- the type of the coverage limitation is that the channel quality of the grid is lower than a preset channel quality threshold.
- the processor 710 is specifically configured to execute the instruction, and determine that the grid is a type with limited coverage, specifically: executing the instruction, determining whether the RSCP of the raster is smaller than a first preset RSCP threshold; if the RSCP of the grid is smaller than the first preset RSCP threshold, determining that the type corresponding to the grid is the type of the coverage limitation.
- the processor 710 is configured to execute the instruction, and determine a type corresponding to the grid, specifically: executing the instruction, determining that the grid is of a capacity limited type;
- the 710 is further configured to: execute the instruction, when it is determined that the grid has a GAP area, and the grid is of a capacity-limited type, determine that the GTA of the grid is upgraded by means of carrier expansion;
- the capacity limited type refers to that the available resources of the primary serving cell of the grid are insufficient, or the number of user terminals in the grid exceeds a preset number threshold.
- the processor 710 is specifically configured to execute the instruction, and determine The grid is a capacity-constrained type, specifically: executing the instruction, determining whether the RSCP of the grid is greater than a second preset RSCP threshold, and determining whether the current received pilot signal level Eclo of the grid is greater than Determining an Eclo threshold; if the RSCP of the grid is greater than the preset RSCP threshold, and the Eclo of the grid is greater than the preset Eclo threshold, determining that the type corresponding to the grid is the capacity limited Types of.
- the processor 710 is specifically configured to determine, by using a carrier expansion manner, the GTA of the grid is increased, specifically: adding a carrier quantity to a primary serving cell of the grid.
- the processor 710 is further configured to execute the instruction, determine whether the grid that has the GAP area and meets the preset condition reaches a preset number, and after determining to increase the carrier, satisfying the Whether the number of the preset conditional grids is increased; wherein the preset condition is that the GTA of the grid in which the GAP area exists reaches the UTT; when it is determined that the GAP area exists, and the grid that meets the preset condition reaches the When the preset number and the number of grids satisfying the preset condition are increased, it is determined that the added carrier is valid.
- the devices described in Figs. 6 and 7 may be the same device.
- the device corresponds to the method as described above, and each of the functional modules included in the device can perform the respective steps as described in the method, and details are not described herein again.
- the device may be specifically integrated on the base station side.
- a base station may refer to a device in an access network that communicates with a wireless terminal over one or more sectors over an air interface.
- the base station can be used to convert the received air frame to the IP packet as a router between the wireless terminal and the rest of the access network, wherein the remainder of the access network can include an Internet Protocol (IP) network.
- IP Internet Protocol
- the base station can also coordinate attribute management of the air interface.
- the base station may be a Base Transceiver Station (BTS) in GSM or CDMA, or may be a base station (NodeB) in WCDMA, or may be an evolved base station in LTE, such as a NodeB or an e B or an e-NodeB. Evolutional Node B, etc., this application is not limited.
- the information processing method in the embodiment of the present invention may include: determining a user target rate UTT for the user terminal, and determining a grid rate capability GTA of the grid in which the user terminal is located; According to the UTT and the GTA, it is determined whether the grid has a gap GAP area; when it is determined that the GAP area exists, the GAP area is processed correspondingly for the type of the existing GAP area.
- the target network is comprehensively planned according to the user target rate of the user terminal and the grid rate capability of the grid, and the user experience is quantized into the target rate bandwidth, and the network is combined with the bandwidth requirements of different services in the network. planning.
- Network planning in combination with the actual service characteristics of the network can achieve more reasonable network planning results, while fully considering the end user experience and improving the user experience.
- the disclosed systems, devices, and methods may be implemented in other ways.
- the device embodiments described above are merely illustrative.
- the division of the modules or units is only a logical function division.
- there may be another division manner for example, multiple units or components may be used. Combined or can be integrated into another system, or some features can be ignored, or not executed.
- the coupling or direct coupling or communication connection between the various components shown or discussed may be an indirect coupling or communication connection through some interface, device or unit, and may be electrical, mechanical or otherwise.
- the components displayed for the unit may or may not be physical units, ie may be located in one place, or may be distributed over multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the solution of the embodiment.
- each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
- the above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.
- the integrated unit, if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application, in essence or the contribution to the prior art, or all or part of the technical solution may be embodied in the form of a software product stored in a storage medium.
- the instructions include a plurality of instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) or a processor to perform all or part of the steps of the methods described in various embodiments of the present application.
- the foregoing storage medium includes: a U disk, a removable hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, and the like, which can store program codes. .
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PCT/CN2014/076799 WO2015168848A1 (zh) | 2014-05-05 | 2014-05-05 | 一种信息处理方法及装置 |
CN201480078101.9A CN106233764B (zh) | 2014-05-05 | 2014-05-05 | 一种信息处理方法及装置 |
JP2016566743A JP6355142B2 (ja) | 2014-05-05 | 2014-05-05 | 情報処理方法及び装置 |
EP14891170.4A EP3142404B1 (en) | 2014-05-05 | 2014-05-05 | Information processing method and device |
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CN110493789B (zh) * | 2019-07-08 | 2022-05-17 | 中国联合网络通信集团有限公司 | 网络扩容方法及装置 |
CN112954728B (zh) * | 2019-12-11 | 2023-04-07 | 中国移动通信集团山东有限公司 | 一种网络厚度评估方法、装置、存储介质和计算机设备 |
CN112218330B (zh) * | 2020-11-19 | 2023-11-03 | 中国联合网络通信集团有限公司 | 定位方法及通信装置 |
CN115514661B (zh) * | 2021-06-03 | 2023-11-03 | 中国移动通信集团四川有限公司 | 一种移动支付业务的质量评估方法、装置及电子设备 |
CN114257957B (zh) * | 2021-12-09 | 2023-07-04 | 北京东土拓明科技有限公司 | 网络规划方法及装置、计算设备和计算机可读存储介质 |
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US10045224B2 (en) | 2018-08-07 |
JP2017519405A (ja) | 2017-07-13 |
KR101796412B1 (ko) | 2017-12-01 |
EP3142404A1 (en) | 2017-03-15 |
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