WO2012107002A1 - Method and device for obtaining key performance indicator - Google Patents
Method and device for obtaining key performance indicator Download PDFInfo
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- WO2012107002A1 WO2012107002A1 PCT/CN2012/071058 CN2012071058W WO2012107002A1 WO 2012107002 A1 WO2012107002 A1 WO 2012107002A1 CN 2012071058 W CN2012071058 W CN 2012071058W WO 2012107002 A1 WO2012107002 A1 WO 2012107002A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W36/00—Hand-off or reselection arrangements
- H04W36/0005—Control or signalling for completing the hand-off
- H04W36/0083—Determination of parameters used for hand-off, e.g. generation or modification of neighbour cell lists
- H04W36/0085—Hand-off measurements
- H04W36/0088—Scheduling hand-off measurements
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- the present invention relates to the field of communications, and in particular, to a method and apparatus for acquiring performance indicators.
- the present invention provides a method and apparatus for obtaining key performance indicators to provide a method for efficiently obtaining key performance indicators for determining QoE.
- a device for obtaining key performance indicators including:
- the key performance indicator KPI obtaining unit is configured to acquire related KPI information of the control plane signaling provided by the radio network controller RNC and related KPI information of the user plane data, KPI information related to the service type provided by the core network, and an air interface shield provided by the base station.
- a device for obtaining key performance indicators including:
- Key performance indicator KPI acquisition unit configured to acquire relevant KPI information of control plane signaling from the RNC, relevant KPI information of user plane data, KPI information related to service type, KPI information related to air interface shield quantity, and transmission shield phase
- the KPI information related to the service type wherein the KPI information related to the service type is information that is parsed in the service type related information sent by the parsing module of the RNC from the core network, and the KPI information related to the air interface shield quantity is the The parsing module of the RNC parses the information that is parsed from the air interface shield quantity information sent by the base station, and the KPI information related to the transmission shield quantity is information that is parsed by the RNC from the data transmission information sent by the user terminal.
- a method of obtaining key performance indicators including:
- the transmission shield is related to the KPI information.
- a method of obtaining key performance indicators including:
- KPI information related to the service type is the information parsed in the service type related information sent by the parsing module of the RNC from the core network
- KPI information related to the air interface shield quantity is sent by the parsing module of the RNC from the base station.
- the information that is parsed in the air interface shield related information, and the KPI information related to the transmission shield amount is information that is parsed by the RNC from the data transmission information sent by the user terminal.
- the relevant KPI information of the control plane signaling and the related KPI information of the user plane data are provided by the radio network controller RNC, and the KPI information related to the service type is provided by the core network, and the KPI information related to the air interface shield quantity is determined by the KPI information.
- the KPI information related to the transmission and transmission of the base station is measured by the user equipment; therefore, when the QoE needs to be determined subsequently, the corresponding KPI information may be obtained from the network element device RNC, the core network, the base station, and the user terminal, therefore, Using the technical solution of the present invention, a KPI information for determining QoE is provided.
- FIG. 1 is a schematic structural diagram of a user perception evaluation model according to an embodiment of the present invention
- FIG. 2 is a schematic structural diagram of a user perceptual evaluation model in a CS domain according to an embodiment of the present invention
- FIG. 3 is a schematic structural diagram of an apparatus for acquiring a key performance indicator according to Embodiment 1 of the present invention.
- FIGS. 4A, 4B, and 4C are schematic diagrams showing the key performance indicators of the KPI acquisition unit in an embodiment of the present invention.
- FIG. 5 is a schematic structural diagram of an apparatus for acquiring key performance indicators according to Embodiment 2 of the present invention.
- FIG. 6 is a schematic diagram of obtaining a key performance indicator by a KPI acquiring unit according to Embodiment 2 of the present invention.
- FIG. 7 is a flowchart of a method for obtaining a key performance indicator according to Embodiment 1 of the present invention.
- FIG. 8 is a flowchart of a method for obtaining a key performance indicator according to Embodiment 2 of the present invention.
- the present invention provides a method and an apparatus for acquiring a key performance indicator, and provides a method for efficiently obtaining a key performance indicator for determining QoE.
- the method includes: acquiring The relevant KPI information of the control plane signaling provided by the RNC (Radio Network Controller) and the KPI information of the user plane data, the KPI information related to the service type provided by the core network, and the KPI related to the air interface shield provided by the base station. Information and KPI information related to the transmission shield measured by the user terminal.
- RNC Radio Network Controller
- the relevant KPI information of the control plane signaling and the relevant KPI information of the user plane data are provided by the RNC, and the KPI information related to the service type is provided by the base station by the KPI information provided by the core network and related to the air interface shield quantity.
- the KPI information related to the transmission shield (which may include the air interface channel shield and the air interface transmission delay) is measured by the user equipment; therefore, when the QoE needs to be determined subsequently, the corresponding slave network device RNC, the core network, the base station, and The KPI information is obtained in the user terminal. Therefore, using the technical solution of the present invention, a KPI information for determining QoE is provided.
- the user perception may be determined from the three aspects of service access, service integrity, and service retention according to the sequence of service flows, where: the service access performance reflects the service of the user for the service initiation and service access phases. Shield-awareness, service integrity reflects the user's perception of the service shield during the course of the service. The service retention reflects the user's perception of whether the service is normally terminated.
- the embodiment of the present invention can establish a three-layer mapping structure as shown in FIG. 1 , the highest layer represents the overall perception of the service shield volume by the user, that is, QoE; the second layer separately from service accessibility, service retention, and service
- integrity a series of corresponding KQIs are defined.
- KQI reflects certain aspects of the service, such as service access delay and service access success rate in service access.
- the third layer defines a series of KPIs, KPIs.
- a performance measurement indicator for a specific aspect of a service resource or a service resource group; a KQI may include a plurality of KPIs, and when determining a specific value of the KQI, may be determined according to a KPI included in the KQI.
- the user perceptual indicator QoE can be determined in the following manner: First, the value of the KPI is obtained by counting the underlying KPI and its weight; secondly, it belongs to the same KQI.
- the plurality of KPIs are summed or weighted and summed, and the obtained sum value is determined as the value of the corresponding KQI. Finally, the plurality of KQIs are summed or weighted and summed, and the obtained sum value is determined as the user perceptual index.
- the CS domain voice service is used as an example.
- the Layer 3 mapping structure is shown in Figure 2.
- the indicators used to determine the user-awareness indicator QoE include the service accessibility indicator, the service integrity indicator, and the service retention indicator.
- the indicator includes two KQIs, which are service access success rate and service access delay.
- the service access success rate includes three KPIs, which are RRC (Radio Resource Control) connection establishment success rate, RAB ( Radio Access Bearer, radio access bearer) assigns success rate and ringing rate, service access delay includes one ⁇ , ringing delay for ringing; service integrity includes two KQIs, respectively, voice shield And the number of signal shields, the voice shield includes two items, namely SQI (Speech Quality Index) and single pass, the signal shield includes a KPI, which is the signal good rate; the business maintainability includes a KQI, For business interruption rate, where business is interrupted The rate includes a KPI for the call rate.
- RRC Radio Resource Control
- RAB Radio Access Bearer, radio access bearer
- FIG. 3 is a schematic structural diagram of an apparatus for acquiring a key performance indicator according to Embodiment 1 of the present invention, where the apparatus includes: a acquiring unit 31, configured to acquire related information about control plane signaling provided by an RNC, and related to user plane data.
- a acquiring unit 31 configured to acquire related information about control plane signaling provided by an RNC, and related to user plane data.
- the apparatus may further include a service indicator configuration unit 32, a ⁇ categorization unit 33, a key shield quantity indicator KQI determining unit 34, and a user perception indicator QoE determining unit 35, wherein:
- the service indicator configuration unit 32 is configured to set, according to the service flow, a service accessibility indicator, a service integrity indicator, and a service retention indicator, which are used to identify the user-aware indicator QoE, where the service access indicator is used to identify the service initiation and access The service shield of the phase, the service integrity indicator is used to characterize the service shield in the process of the service, and the service maintainability is used to indicate the service shield of the service that ends normally;
- the KPI categorizing unit 33 is configured to use the KPI information of the control plane signaling acquired by the KPI acquiring unit 31 and the related KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the transmission shield quantity. Relevant KPI information is classified into KPI information of business access class, KPI information of business complete class and KPI information of business retention class;
- the KQI determining unit 34 is configured to respectively determine the key of the service access indicator, the service integrity indicator, and the service retention indicator according to the service access class KPI information, the service complete class KPI information, and the service hold class KPI information.
- the shield quantity index KQI is the first level KQI, the second KQI and the third KQI, respectively;
- a QoE determining unit 35 configured to determine a first KQI, a second KQI, and a third according to the KQI determining unit
- the KPI obtaining unit 31 obtains the corresponding information, and the specific method can be used as follows:
- Method 1 Obtain relevant KPI information of control plane signaling from the RNC, relevant KPI information of the user plane data, KPI information related to the service type, KPI information related to the air interface shield quantity, and KPI information related to the transmission shield quantity, where: The relevant KPI information of the surface signaling and the relevant KPI information of the user plane data are sent by the core network to the RNC through the protocol interface, and the KPI information related to the air interface shield is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield is transmitted by the user.
- the terminal transmits to the RNC through the base station to which it belongs. As shown in FIG.
- the core network may send the KPI information related to the service type provided by the core network to the RNC through a protocol interface (such as an IU interface), and the base station may send the KPI information related to the air interface shield provided by the core network to the RNC through the IUB protocol interface.
- the RNC can send the KPI information related to the transmission shield provided by the user terminal to the RNC through the air interface protocol interface; the RNC can use the user-aware analysis tool interface to associate the KPI information and the user of the control plane signaling.
- the KPI information related to the face data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield amount are sent to the foregoing device, and the device may include a KPI obtaining unit 31, a service indicator configuration unit 32, and a KPI. Classification unit 33, KQI determination unit 34 and QoE determination unit 35.
- the KPI information related to the service type is obtained from the core network, and the related KPI information of the control plane signaling and the related KPI information of the user plane data, the KPI information related to the air interface shield quantity, and the transmission shield quantity are obtained from the RNC.
- KPI information where: the KPI information related to the air interface shield is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield is sent by the user terminal to the RNC through the base station to which the user terminal belongs; the RNC can pass the user perception analysis tool interface.
- the apparatus may include a KPI acquisition unit 31, a service indicator configuration unit 32, a KPI classification unit 33, a KQI determination unit 34, and a QoE determination unit 35.
- Method 3 Obtain KPI information related to the service type from the core network; and obtain control plane signaling related information from the RNC
- the KPI information related to the KPI information and the user plane data; the KPI information related to the air interface shield quantity and the KPI information related to the transmission shield quantity are obtained from the base station, wherein the KPI information related to the transmission shield quantity is sent to the base station by the user terminal through the protocol interface;
- the KPI information related to the control plane signaling and the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield amount may be sent to the user perception analysis tool interface.
- the above apparatus is as shown in FIG. 4C; the apparatus may include a KPI acquisition unit 31, a service indicator configuration unit 32, a KPI classification unit 33, a KQI determination unit 34, and a QoE determination unit 35.
- the KQI determining unit 34 determines the first KQI, including: determining a sum value or a weighted sum value of the KPI included in the service access type KPI information as the first KQI; and/or, the KQI determining unit 34 determines The foregoing second KQI includes: determining a sum value or a weighted sum value of a KPI included in the service complete class KPI information as a second KQI; and/or, determining, by the KQI determining unit 34, the third KQI, including: maintaining the service The sum or weighted sum value of the KPIs contained in the class KPI information is determined as the third KQI.
- the following formula (1) or formula (2) can be used to represent:
- KQI ⁇ KPI ; Equation (1)
- KQI is the key quantity indicator, ⁇ ,. is the key performance indicator associated with the KQI, ie, ⁇ , is the key performance indicator contained in the KQ 1 .
- KQI ⁇ ( KPI ; xQ ; ) Equation (2)
- KQf is the key shield indicator
- ⁇ ,. is the key performance indicator associated with the KQI (ie, ⁇ ,.
- ⁇ is ⁇ ,. corresponding weight.
- the QoE determining unit 35 is specifically configured to: determine the first KQI, the second KQI, and the third KQI sum value or the weighted sum value as QoE.
- the specific formula can be expressed by the following formula (3) or formula (4):
- QoE ⁇ KQI Equation (3)
- QoE i 7 user perception indicator
- KQ is the jth key shield indicator used to determine the user's perceived indicator.
- QoE ⁇ (KQI xQ ) Equation (4)
- QoE is the user-aware indicator
- KQ is the j-th key shield indicator used to determine the user's perceived indicator.
- ⁇ is the weight corresponding to KQI.
- the value of the ⁇ is determined according to the actual statistical value as shown in the following formula (5):
- KPI 100xQx ( KPIs ⁇ B ) (5)
- KPI is the value of the key performance indicator
- Q is the weight value of the KPI
- KPI S is the actual statistical value of the KPI.
- Embodiment 1 of the present invention a method for obtaining a key performance indicator is provided in Embodiment 1 of the present invention, and a flowchart of the method is shown in FIG. 5.
- Step 501 Acquire relevant KPI information of control plane signaling provided by an RNC, and relevant KPI information of user plane data, and provide a core network.
- step 501 the related KPI information of the control plane signaling and the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity are obtained, and the following manner may be adopted. :
- Manner 1 Obtain relevant KPI information of control plane signaling from the RNC, relevant KPI information of user plane data, KPI information related to service type, KPI information related to air interface shield quantity, and KPI information related to transmission shield quantity, where: The type-related KPI information is sent by the core network to the RNC through the protocol interface.
- the KPI information related to the air interface shield is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield is sent by the user terminal to the RNC through the base station to which the user terminal belongs.
- Method 2 Obtain KPI information related to the service type from the core network; and, the KPI obtaining unit acquires related KPI information of the control plane signaling and related KPI information of the user plane data, KPI information and transmission related to the air interface shield quantity from the RNC The KPI information related to the shield quantity, wherein: the KPI information related to the air interface shield quantity is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield quantity is sent by the user terminal to the RNC through the base station to which the user terminal belongs.
- Method 3 Obtain KPI information related to the service type from the core network; the KPI obtaining unit acquires relevant KPI information of the control plane signaling and related KPI information of the user plane data from the RNC; and, the KPI acquiring unit acquires the air interface shield quantity from the base station.
- the above process may further include:
- Step 502 Set a service access indicator for determining a user-aware indicator QoE according to the service flow, and complete the service.
- the integrity indicator and the service retention indicator where the service access indicator is used to represent the service shield quantity in the service initiation and access phase, and the service integrity indicator is used to represent the service shield quantity in the service progress process, and the service retention is used for The amount of service shield that characterizes whether the business ends normally.
- Step 503 classify the relevant KPI information of the control plane signaling acquired in step 501 with the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity. KPI information, business complete class KPI information and business maintenance class KPI information to the service access class.
- Step 504 According to the KPI information of the service access category, the KPI information of the complete service category, and the KPI information of the service retention type, respectively, the key shield index KQI corresponding to the service access indicator, the service integrity indicator, and the service retention indicator are respectively determined. It is the first off KQI, the second KQI and the third KQI.
- Step 505 Determine, according to the first KQI, the second KQI, and the third KQI, the user perception indicator QoE.
- determining the first KQI of the service access indicator includes: determining a sum value or a weighted sum value of the KPI included in the service access KPI information as the first KQI; and/or
- Determining a second KQI of the service integrity indicator comprising: determining a sum or weighted sum of KPIs included in the business complete class KPI information as a second KQI; and/or
- the third KQI for determining the service retention indicator includes: determining a sum value or a weighted sum value of the KPI included in the service hold class KPI information as the third KQI.
- determining the user perception indicator QoE specifically includes: determining the first KQI, the second KQI, and the third KQI and the value or the weighted sum value as QoE.
- FIG. 6 is a schematic structural diagram of an apparatus for acquiring a key performance indicator according to Embodiment 2 of the present invention.
- the apparatus includes: a KPI obtaining unit 61, configured to acquire related KPI information of control plane signaling from a RNC, and related to user plane data.
- the information of the arrival, the KPI information related to the air interface shield quantity is the information analyzed by the RNC parsing module from the air interface shield quantity information sent by the base station, and the KPI information related to the transmission shield quantity is the data transmission information sent by the RNC from the user terminal.
- the information that is parsed is the information that is parsed.
- the apparatus may further include a service indicator configuration unit 62, a KPI classification unit 63, a key shield quantity index KQI determining unit 64, and a user perception indicator QoE determining unit 65, wherein:
- the service indicator configuration unit 62 is configured to set, according to the service flow, a service accessibility indicator, a service integrity indicator, and a service retention indicator, which are used to identify the user-aware indicator QoE, where the service access indicator is used to represent the service initiation and access The service shield of the phase, the service integrity indicator is used to characterize the service shield in the process of the service, and the service maintainability is used to indicate the service shield of the service that ends normally;
- the KPI categorizing unit 63 is configured to use the KPI information of the control plane signaling acquired by the KPI acquiring unit 61 and the related KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the transmission shield quantity. Relevant KPI information, classified into business access category information, business complete category information, and business retention category information;
- the KQI determining unit 64 is configured to respectively determine a service access indicator, a service integrity indicator, and a service retention indicator according to the service access class information, the service complete class information, and the service hold class information.
- the shield quantity index KQI is the first level KQI, the second KQI and the third KQI, respectively;
- the QoE determining unit 65 is configured to determine QoE according to the first KQI, the second KQI, and the third KQI determined by the KQI determining unit.
- the RNC uses the user-aware analysis tool interface to correlate the KPI information of the parsed control plane signaling with the KPI information of the user plane data, the KPI information related to the service type, and the KPI information related to the air interface shield quantity.
- the KPI information related to the transmission shield amount is transmitted to the above device, as shown in FIG. 7; the device may include a KPI acquisition unit 61, a service indicator configuration unit 62, a KPI classification unit 63, a KQI determination unit 64, and a QoE determination unit 65.
- the second embodiment of the present invention further provides a method for obtaining a key performance indicator, and the process of the method can be as shown in FIG. 8.
- FIG. 8 is a flowchart of a method for obtaining a key performance indicator according to Embodiment 2 of the present invention.
- the method includes: Step 801: Acquire relevant KPI information of control plane signaling from an RNC and related KPI information and service type of user plane data.
- the KPI information, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity wherein the KPI information related to the service type is the information parsed in the service type related information sent by the RNC parsing module from the core network, the air interface
- the KPI information related to the shield quantity is the information parsed in the air interface shield quantity related information sent by the RNC parsing module from the base station
- the KDI information related to the transmission shield quantity is the information parsed by the RNC from the data transmission information sent by the user terminal.
- the foregoing process may further include:
- Step 802 Set a service access indicator, a service integrity indicator, and a service retention indicator for determining a user-aware indicator QoE according to the service process, where the service access indicator is used to represent the service shield quantity in the service initiation and access stage.
- the service integrity indicator is used to characterize the service shield in the process of business execution, and the service retention is used to indicate the service shield quantity that the service ends normally.
- Step 803 classify the relevant KPI information of the control plane signaling acquired in step 801 and the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity. KPI information, business complete class KPI information and business maintenance class KPI information to the service access class.
- Step 804 respectively, according to the KPI information of the service access category, the KPI information of the complete service category, and the KPI information of the service retention class, respectively, the key shield index KQI corresponding to the service access indicator, the service integrity indicator, and the service retention indicator are respectively determined. It is the first off KQI, the second KQI and the third KQI.
- Step 805 The first KQI, the second KQI, and the third KQI are determined, and the user perception indicator QoE is determined.
- related KPI information of control plane signaling and related KPI information of user plane data The KPI information provided by the radio network controller RNC, the KPI information related to the service type is provided by the core network, and the KPI information related to the air interface shield quantity is provided by the base station, and the KPI information related to the transmission shield quantity is provided by the user terminal; therefore, the QoE needs to be determined later.
- Corresponding KPI information can be obtained from the network element device RNC, the core network, the base station, and the user terminal.
- a KPI information for determining QoE is provided.
- the service accessibility indicator, the service integrity indicator, and the service retention indicator for determining the user-awareness indicator QoE are set, and then according to the service access-type KPI information, the service-complete KPI information indicator, and the service maintenance.
- the corresponding KQIs for determining the service accessibility indicator, the service integrity indicator, and the service retention indicator are the first KQI, the second KQI, and the third KQI, respectively; and finally according to the first KQI, the second KQI, and the Three KQI, determine the user perception indicator QoE; since the indicators used to determine QoE are classified according to business processes, thereby improving Division of rationality dimensions and improve the QoE determined according to the dimensions of the accuracy of the index.
- embodiments of the present invention can be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment, or a combination of software and hardware. Moreover, the present invention can be embodied in the form of a computer program product embodied on one or more computer-usable storage interfaces (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer usable program code.
- computer-usable storage interfaces including but not limited to disk storage, CD-ROM, optical storage, etc.
- the computer program instructions can also be stored in a computer readable memory that can direct a computer or other programmable data processing device to operate in a particular manner, such that the instructions stored in the computer readable memory produce an article of manufacture comprising the instruction device.
- the apparatus implements the functions specified in one or more blocks of a flow or a flow and/or block diagram of the flowchart.
- These computer program instructions can also be loaded onto a computer or other programmable data processing device such that a series of operational steps are performed on a computer or other programmable device to produce computer-implemented processing for execution on a computer or other programmable device.
- the instructions provide steps for implementing the functions specified in one or more of the flow or in a block or blocks of a flow diagram.
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Abstract
Disclosed are a method and device for obtaining a key performance indicator, so as to provide a method for effectively obtaining a key performance indicator for determining QoE. The method includes: obtaining control plane signalling-related KPI information and user plane data-related KPI information provided by a radio network controller (RNC), service type-related KPI information provided by the core network, air interface quality-related KPI information provided by the base station, and transmission quality-related KPI information measured by the user equipment. By way of the technical solution of the present invention, a method for effectively obtaining a key performance indicator for determining the QoE is provided.
Description
一种获取关键性能指标的方法和装置 本申请要求在 2011年 2月 11日提交中国专利局、申请号为 201110036094.4、发明名称为"一 种获取关键性能指标的方法和装置 "的中国专利申请的优先权, 其全部内容通过引用结合在本 申请中。 技术领域 本发明涉及通信领域, 尤其涉及一种获取性能指标的方法和装置。 背景技术 随着移动网络建设的逐步成熟和运维经验的积累, 移动业务发展潜力巨大, 网络设备 的 KPI ( Key Performance Indicator, 关键性能指标 )基本能够达到运营商的运维考核要求; 目前运营商主要根据小区或区域的 KPI指标来对用户感知进行评估, 并根据评估结果对整 个网络的服务盾量进行考核, 以便进一步有针对性的对网络服务盾量进行改进。 Method and apparatus for obtaining key performance indicators. The present application claims to be filed on February 11, 2011 by the Chinese Patent Office, Application No. 201110036094.4, entitled "A Method and Apparatus for Obtaining Key Performance Indicators" Priority is hereby incorporated by reference in its entirety. TECHNICAL FIELD The present invention relates to the field of communications, and in particular, to a method and apparatus for acquiring performance indicators. BACKGROUND With the gradual maturity of mobile network construction and the accumulation of operation and maintenance experience, the development potential of the mobile service is huge, and the KPI (Key Performance Indicator) of the network equipment can basically meet the operation and maintenance assessment requirements of the operator; The user perception is evaluated based on the KPI indicator of the cell or region, and the service shield of the entire network is evaluated according to the evaluation result, so as to further improve the network service shield.
目前, 在 3GPP、 ITU E800和 TMF GB923相关标准中, 虽然公开了在确定用户感知 指标 QoE需要根据 KQI ( Key Quality Indicator, 关键盾量指标)、 KPI来确定, 但是对于 如何获取 KPI信息、 如何确定 KQI、 如何 # ^据 KQI确定 QoE , 并没有给出明确的具体实 现方式。 因此, 如何有效的获取 KPI则成为对 QoE进行评估的关键所在; 并且, 目前虽然 已经提供用于评估 QoE的模型,但是该模型的维度的划分没有考虑业务流程的顺序性,存 在维度划分不合理的问题, 从而使得根据各维度的关键盾量指标确定出的用户感知指标准 确性较差, 不能很准确的的反应用电户感知。 发明内容 本发明提供一种获取关键性能指标的方法和装置, 以提供一种有效获取用于确定 QoE 的关键性能指标的方法。 At present, in the relevant standards of 3GPP, ITU E800 and TMF GB923, although it is disclosed that determining the user perceptual index QoE needs to be determined according to KQI (Key Quality Indicator) and KPI, how to obtain KPI information and how to determine KQI, how #^ According to KQI to determine QoE, did not give a clear specific implementation. Therefore, how to effectively obtain KPIs becomes the key to the evaluation of QoE; and, although the model for evaluating QoE has been provided, the dimension of the model does not consider the order of business processes, and the division of dimensions is unreasonable. The problem is that the accuracy of the user perception index determined according to the key shield index of each dimension is poor, and the user cannot be accurately detected. SUMMARY OF THE INVENTION The present invention provides a method and apparatus for obtaining key performance indicators to provide a method for efficiently obtaining key performance indicators for determining QoE.
一种获取关键性能指标的装置, 包括: A device for obtaining key performance indicators, including:
关键性能指标 KPI获取单元, 用于获取无线网络控制器 RNC提供的控制面信令的相 关 KPI信息和用户面数据的相关 KPI信息、核心网络提供的业务类型相关的 KPI信息、基 站提供的空口盾量相关的 KPI信息和用户终端测量的传输盾量相关的 KPI信息。 The key performance indicator KPI obtaining unit is configured to acquire related KPI information of the control plane signaling provided by the radio network controller RNC and related KPI information of the user plane data, KPI information related to the service type provided by the core network, and an air interface shield provided by the base station. The KPI information related to the amount of KPI information and the transmission shield measured by the user terminal.
一种获取关键性能指标的装置, 包括: A device for obtaining key performance indicators, including:
关键性能指标 KPI获取单元, 用于从 RNC获取控制面信令的相关 KPI信息和用户面 数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相
关的 KPI信息, 其中, 所述业务类型相关的 KPI信息为所述 RNC的解析模块从核心网络 发送的业务类型相关信息中解析的到的信息, 所述空口盾量相关的 KPI信息为所述 RNC 的解析模块从基站发送的空口盾量相关信息中解析的到的信息, 所述传输盾量相关的 KPI 信息为所述 RNC从用户终端发送的数据传输信息解析的到的信息。 Key performance indicator KPI acquisition unit, configured to acquire relevant KPI information of control plane signaling from the RNC, relevant KPI information of user plane data, KPI information related to service type, KPI information related to air interface shield quantity, and transmission shield phase The KPI information related to the service type, wherein the KPI information related to the service type is information that is parsed in the service type related information sent by the parsing module of the RNC from the core network, and the KPI information related to the air interface shield quantity is the The parsing module of the RNC parses the information that is parsed from the air interface shield quantity information sent by the base station, and the KPI information related to the transmission shield quantity is information that is parsed by the RNC from the data transmission information sent by the user terminal.
一种获取关键性能指标的方法, 包括: A method of obtaining key performance indicators, including:
获取无线网络控制器 RNC提供的控制面信令的相关 KPI信息和用户面数据的相关 KPI 信息、 核心网络提供的业务类型相关的 KPI信息、基站提供的空口盾量相关的 KPI信息和 用户终端测量的传输盾量相关的 KPI信息。 Obtaining related KPI information of the control plane signaling provided by the radio network controller RNC and related KPI information of the user plane data, KPI information related to the service type provided by the core network, KPI information related to the air interface shield provided by the base station, and user terminal measurement The transmission shield is related to the KPI information.
一种获取关键性能指标的方法, 包括: A method of obtaining key performance indicators, including:
从无线网络控制器 RNC获取控制面信令的相关 KPI信息和用户面数据的相关 KPI信 息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其 中, 所述业务类型相关的 KPI信息为所述 RNC的解析模块从核心网络发送的业务类型相 关信息中解析的到的信息, 所述空口盾量相关的 KPI信息为所述 RNC的解析模块从基站 发送的空口盾量相关信息中解析的到的信息, 所述传输盾量相关的 KPI信息为所述 RNC 从用户终端发送的数据传输信息解析的到的信息。 Obtaining, from the radio network controller RNC, related KPI information of the control plane signaling and related KPI information of the user plane data, KPI information related to the service type, KPI information related to the air interface shield quantity, and KPI information related to the transmission shield quantity, where The KPI information related to the service type is the information parsed in the service type related information sent by the parsing module of the RNC from the core network, and the KPI information related to the air interface shield quantity is sent by the parsing module of the RNC from the base station. The information that is parsed in the air interface shield related information, and the KPI information related to the transmission shield amount is information that is parsed by the RNC from the data transmission information sent by the user terminal.
本发明实施例中,控制面信令的相关 KPI信息和用户面数据的相关 KPI信息由无线网 络控制器 RNC提供、 业务类型相关的 KPI信息由核心网络提供的、 空口盾量相关的 KPI 信息由基站提供、 传输盾量相关的 KPI信息由用户终端测量得到; 因此, 在后续需要确定 QoE时, 可以相应的从网元设备 RNC、 核心网络、 基站和用户终端中获取相应的 KPI信 息, 因此, 釆用本发明技术方案, 提供了一种获取用于确定 QoE的 KPI信息。 附图说明 图 1为本发明实施例中用户感知评估模型的结构示意图; In the embodiment of the present invention, the relevant KPI information of the control plane signaling and the related KPI information of the user plane data are provided by the radio network controller RNC, and the KPI information related to the service type is provided by the core network, and the KPI information related to the air interface shield quantity is determined by the KPI information. The KPI information related to the transmission and transmission of the base station is measured by the user equipment; therefore, when the QoE needs to be determined subsequently, the corresponding KPI information may be obtained from the network element device RNC, the core network, the base station, and the user terminal, therefore, Using the technical solution of the present invention, a KPI information for determining QoE is provided. BRIEF DESCRIPTION OF DRAWINGS FIG. 1 is a schematic structural diagram of a user perception evaluation model according to an embodiment of the present invention;
图 2为本发明实施例中 CS域中的用户感知评估模型的结构示意图; 2 is a schematic structural diagram of a user perceptual evaluation model in a CS domain according to an embodiment of the present invention;
图 3为本发明实施例一中获取关键性能指标的装置的结构示意图; 3 is a schematic structural diagram of an apparatus for acquiring a key performance indicator according to Embodiment 1 of the present invention;
图 4A、 图 4B、 图 4C分别为本发明实施一例中 KPI获取单元获取关键性能指标示意 图 5为本发明实施例二中获取关键性能指标的装置的结构示意图; 4A, 4B, and 4C are schematic diagrams showing the key performance indicators of the KPI acquisition unit in an embodiment of the present invention; FIG. 5 is a schematic structural diagram of an apparatus for acquiring key performance indicators according to Embodiment 2 of the present invention;
图 6为本发明实施例二中 KPI获取单元获取关键性能指标的示意图; 6 is a schematic diagram of obtaining a key performance indicator by a KPI acquiring unit according to Embodiment 2 of the present invention;
图 7为本发明实施例一中获取关键性能指标的方法流程图; 7 is a flowchart of a method for obtaining a key performance indicator according to Embodiment 1 of the present invention;
图 8为本发明实施例二中获取关键性能指标的方法流程图。
具体实施方式 针对现有技术存在的上述技术问题, 本发明实施例提供一种获取关键性能指标的方法 和装置,提供一种有效获取用于确定 QoE的关键性能指标的方法; 该方法包括: 获取 RNC ( Radio Network Controller, 无线网络控制器 )提供的控制面信令的相关 KPI信息和用户 面数据的相关 KPI信息、 核心网络提供的业务类型相关的 KPI信息、基站提供的空口盾量 相关的 KPI信息和用户终端测量的传输盾量相关的 KPI信息。 釆用本发明技术方案, 控制 面信令的相关 KPI信息和用户面数据的相关 KPI信息由器 RNC提供、业务类型相关的 KPI 信息由核心网络提供的、 空口盾量相关的 KPI信息由基站提供、 传输盾量(可包括空口信 道盾量和空口传输时延)相关的 KPI信息由用户终端测量得到; 因此, 在后续需要确定 QoE时, 可以相应的从网元设备 RNC、 核心网络、 基站和用户终端中获取相应的 KPI信 息, 因此, 釆用本发明技术方案, 提供了一种获取用于确定 QoE的 KPI信息。 FIG. 8 is a flowchart of a method for obtaining a key performance indicator according to Embodiment 2 of the present invention. The present invention provides a method and an apparatus for acquiring a key performance indicator, and provides a method for efficiently obtaining a key performance indicator for determining QoE. The method includes: acquiring The relevant KPI information of the control plane signaling provided by the RNC (Radio Network Controller) and the KPI information of the user plane data, the KPI information related to the service type provided by the core network, and the KPI related to the air interface shield provided by the base station. Information and KPI information related to the transmission shield measured by the user terminal. With the technical solution of the present invention, the relevant KPI information of the control plane signaling and the relevant KPI information of the user plane data are provided by the RNC, and the KPI information related to the service type is provided by the base station by the KPI information provided by the core network and related to the air interface shield quantity. The KPI information related to the transmission shield (which may include the air interface channel shield and the air interface transmission delay) is measured by the user equipment; therefore, when the QoE needs to be determined subsequently, the corresponding slave network device RNC, the core network, the base station, and The KPI information is obtained in the user terminal. Therefore, using the technical solution of the present invention, a KPI information for determining QoE is provided.
本发明实施例中, 可根据业务流程顺序, 从业务接入性、 业务完整性和业务保持性三 个角度确定用户感知, 其中: 业务接入性体现用户对于业务发起和业务接入阶段的服务盾 量感知情况, 业务完整性体现用户在业务进行过程中对服务盾量的感知情况, 业务保持性 体现了用户对于业务是否正常结束的感知情况。 综上, 本发明实施例可建立如图 1所示的 三层映射结构, 最高层表示用户对服务盾量的整体感知, 即 QoE; 第二层分别从业务接入 性、 业务保持性和业务完整性三个角度, 定义一系列相应的 KQI, KQI反映业务某方面的 特性, 如业务接入性中的业务接入时延和业务接入成功率等; 第三层定义一系列 KPI, KPI 为业务资源或业务资源组的特定方面的性能测量指标; 一个 KQI可包括多个 KPI, 在确定 KQI的具体取值时, 可根据该 KQI所包含的 KPI来确定。 基于图 2所示的三层映射结构, 确定用户感知指标 QoE可釆用以下方式: 首先, 通过对底层 KPI的统计及其权重, 获得该 项 KPI的取值; 其次, 将归属于同一 KQI的多项 KPI进行求和或加权求和, 得到的和值 确定为相应的 KQI的取值; 最后, 将多项 KQI进行求和或加权求和, 得到的和值确定为 用户感知指标。 以 CS域语音业务为例, 三层映射结构如图 2所示, 用于确定用户感知指 标 QoE的指标包括业务接入性指标、 业务完整性指标和业务保持性指标, 其中: 业务接入 性指标包括两项 KQI, 分别为业务接入成功率和业务接入时延, 业务接入成功率包括三项 KPI, 分别为 RRC ( Radio Resource Control, 无线资源控制协议)连接建立成功率、 RAB ( Radio Access Bearer , 无线接入承载)指派成功率和振铃接通率, 业务接入时延包括一 项 ΚΡΙ, 为振铃接通时延; 业务完整性包括两项 KQI, 分别为语音盾量和信号盾量, 语音 盾量包括两项 ΚΡΙ分别为 SQI ( Speech Quality Index, 话音盾量指数)和单通, 信号盾量 包括一项 KPI, 为信号良好率; 业务保持性包括一项 KQI, 为业务中断率, 其中业务中断
率包括一项 KPI, 为通话率。 In the embodiment of the present invention, the user perception may be determined from the three aspects of service access, service integrity, and service retention according to the sequence of service flows, where: the service access performance reflects the service of the user for the service initiation and service access phases. Shield-awareness, service integrity reflects the user's perception of the service shield during the course of the service. The service retention reflects the user's perception of whether the service is normally terminated. In summary, the embodiment of the present invention can establish a three-layer mapping structure as shown in FIG. 1 , the highest layer represents the overall perception of the service shield volume by the user, that is, QoE; the second layer separately from service accessibility, service retention, and service In terms of integrity, a series of corresponding KQIs are defined. KQI reflects certain aspects of the service, such as service access delay and service access success rate in service access. The third layer defines a series of KPIs, KPIs. A performance measurement indicator for a specific aspect of a service resource or a service resource group; a KQI may include a plurality of KPIs, and when determining a specific value of the KQI, may be determined according to a KPI included in the KQI. Based on the three-layer mapping structure shown in Figure 2, the user perceptual indicator QoE can be determined in the following manner: First, the value of the KPI is obtained by counting the underlying KPI and its weight; secondly, it belongs to the same KQI. The plurality of KPIs are summed or weighted and summed, and the obtained sum value is determined as the value of the corresponding KQI. Finally, the plurality of KQIs are summed or weighted and summed, and the obtained sum value is determined as the user perceptual index. The CS domain voice service is used as an example. The Layer 3 mapping structure is shown in Figure 2. The indicators used to determine the user-awareness indicator QoE include the service accessibility indicator, the service integrity indicator, and the service retention indicator. The indicator includes two KQIs, which are service access success rate and service access delay. The service access success rate includes three KPIs, which are RRC (Radio Resource Control) connection establishment success rate, RAB ( Radio Access Bearer, radio access bearer) assigns success rate and ringing rate, service access delay includes one ΚΡΙ, ringing delay for ringing; service integrity includes two KQIs, respectively, voice shield And the number of signal shields, the voice shield includes two items, namely SQI (Speech Quality Index) and single pass, the signal shield includes a KPI, which is the signal good rate; the business maintainability includes a KQI, For business interruption rate, where business is interrupted The rate includes a KPI for the call rate.
下面结合说明书附图对本发明技术方案进行详细的描述。 The technical solution of the present invention will be described in detail below with reference to the accompanying drawings.
参见图 3 , 为本发明实施例一中获取关键性能指标的装置的结构示意图, 该装置包括: ΚΡΙ获取单元 31 , 用于获取 RNC提供的控制面信令的相关 ΚΡΙ信息和用户面数据的 相关 ΚΡΙ信息、 核心网络提供的业务类型相关的 ΚΡΙ信息、 基站提供的空口盾量相关的 ΚΡΙ信息和用户终端测量的传输盾量相关的 ΚΡΙ信息。 3 is a schematic structural diagram of an apparatus for acquiring a key performance indicator according to Embodiment 1 of the present invention, where the apparatus includes: a acquiring unit 31, configured to acquire related information about control plane signaling provided by an RNC, and related to user plane data. ΚΡΙ information, ΚΡΙ information related to the type of service provided by the core network, ΚΡΙ information related to the amount of air interface shield provided by the base station, and ΚΡΙ information related to the transmission shield measured by the user terminal.
较佳地, 上述装置还可包括业务指标配置单元 32、 ΚΡΙ 归类单元 33、 关键盾量指标 KQI确定单元 34和用户感知指标 QoE确定单元 35 , 其中: Preferably, the apparatus may further include a service indicator configuration unit 32, a 归 categorization unit 33, a key shield quantity indicator KQI determining unit 34, and a user perception indicator QoE determining unit 35, wherein:
业务指标配置单元 32, 用于根据业务流程设置用于确定用户感知指标 QoE的业务接 入性指标、 业务完整性指标和业务保持性指标, 其中, 业务接入指标用于表征业务发起和 接入阶段的服务盾量, 业务完整性指标用于表征业务进行过程中的服务盾量, 业务保持性 用于表征业务是否正常结束的服务盾量; The service indicator configuration unit 32 is configured to set, according to the service flow, a service accessibility indicator, a service integrity indicator, and a service retention indicator, which are used to identify the user-aware indicator QoE, where the service access indicator is used to identify the service initiation and access The service shield of the phase, the service integrity indicator is used to characterize the service shield in the process of the service, and the service maintainability is used to indicate the service shield of the service that ends normally;
KPI归类单元 33 , 用于将 KPI获取单元 31获取的控制面信令的相关 KPI信息和用户 面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量 相关的 KPI信息, 归类到业务接入类 KPI信息、 业务完整类 KPI信息和业务保持类 KPI 信息; The KPI categorizing unit 33 is configured to use the KPI information of the control plane signaling acquired by the KPI acquiring unit 31 and the related KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the transmission shield quantity. Relevant KPI information is classified into KPI information of business access class, KPI information of business complete class and KPI information of business retention class;
KQI确定单元 34, 用于分别#>据业务接入类 KPI信息、 业务完整类 KPI信息和业务 保持类 KPI信息, 对应确定出业务接入性指标、 业务完整性指标和业务保持性指标的关键 盾量指标 KQI分别为第一关 KQI、 第二 KQI和第三 KQI; The KQI determining unit 34 is configured to respectively determine the key of the service access indicator, the service integrity indicator, and the service retention indicator according to the service access class KPI information, the service complete class KPI information, and the service hold class KPI information. The shield quantity index KQI is the first level KQI, the second KQI and the third KQI, respectively;
QoE确定单元 35 , 用于根据上述 KQI确定单元确定出的第一 KQI、 第二 KQI和第三 a QoE determining unit 35, configured to determine a first KQI, a second KQI, and a third according to the KQI determining unit
KQI, 确定出 QoE。 KQI, determine QoE.
KPI获取单元 31获取相应的信息, 具体可釆用以下方式: The KPI obtaining unit 31 obtains the corresponding information, and the specific method can be used as follows:
方式 1、 从 RNC中获取控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中: 控制面信令的相关 KPI信息和用户面数据的相关 KPI信息由核心网络通过协议接口发送给 RNC, 空口盾量相关的 KPI信息由基站通过协议接口发送给 RNC, 传输盾量相关的 KPI 信息由用户终端通过其所归属的基站发送给 RNC。 如图 4A所示, 核心网络可通过协议接 口 (如 IU接口)将其提供的业务类型相关的 KPI信息发送给 RNC , 基站可通过 IUB协议 接口将其提供的空口盾量相关的 KPI信息发送给 RNC;用户终端可通过空口协议接口通过 其所归属的基站将其提供的传输盾量相关的 KPI信息发送给 RNC; RNC可通过用户感知 分析工具接口, 将控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相 关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息发送给上述装置, 该 装置可包括 KPI获取单元 31、 业务指标配置单元 32、 KPI归类单元 33、 KQI确定单元
34和 QoE确定单元 35。 Method 1: Obtain relevant KPI information of control plane signaling from the RNC, relevant KPI information of the user plane data, KPI information related to the service type, KPI information related to the air interface shield quantity, and KPI information related to the transmission shield quantity, where: The relevant KPI information of the surface signaling and the relevant KPI information of the user plane data are sent by the core network to the RNC through the protocol interface, and the KPI information related to the air interface shield is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield is transmitted by the user. The terminal transmits to the RNC through the base station to which it belongs. As shown in FIG. 4A, the core network may send the KPI information related to the service type provided by the core network to the RNC through a protocol interface (such as an IU interface), and the base station may send the KPI information related to the air interface shield provided by the core network to the RNC through the IUB protocol interface. The RNC can send the KPI information related to the transmission shield provided by the user terminal to the RNC through the air interface protocol interface; the RNC can use the user-aware analysis tool interface to associate the KPI information and the user of the control plane signaling. The KPI information related to the face data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield amount are sent to the foregoing device, and the device may include a KPI obtaining unit 31, a service indicator configuration unit 32, and a KPI. Classification unit 33, KQI determination unit 34 and QoE determination unit 35.
方式 2、从核心网络中获取业务类型相关的 KPI信息;从 RNC中获取上述控制面信令 的相关 KPI信息和用户面数据的相关 KPI信息、空口盾量相关的 KPI信息和传输盾量相关 的 KPI信息, 其中: 空口盾量相关的 KPI信息由基站通过协议接口发送给 RNC , 传输盾 量相关的 KPI信息由用户终端通过其所归属的基站发送给 RNC; RNC可通过用户感知分 析工具接口, 将控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关 的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息发送给上述装置, 如图 4B所示; 该装置可包括 KPI获取单元 31、 业务指标配置单元 32、 KPI归类单元 33、 KQI 确定单元 34和 QoE确定单元 35。 In the method 2, the KPI information related to the service type is obtained from the core network, and the related KPI information of the control plane signaling and the related KPI information of the user plane data, the KPI information related to the air interface shield quantity, and the transmission shield quantity are obtained from the RNC. KPI information, where: the KPI information related to the air interface shield is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield is sent by the user terminal to the RNC through the base station to which the user terminal belongs; the RNC can pass the user perception analysis tool interface. Transmitting the relevant KPI information of the control plane signaling and the relevant KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity, as shown in FIG. 4B. The apparatus may include a KPI acquisition unit 31, a service indicator configuration unit 32, a KPI classification unit 33, a KQI determination unit 34, and a QoE determination unit 35.
方式 3、从核心网络中获取业务类型相关的 KPI信息;从 RNC获取控制面信令的相关 Method 3: Obtain KPI information related to the service type from the core network; and obtain control plane signaling related information from the RNC
KPI信息和用户面数据的相关 KPI信息; 从基站获取空口盾量相关的 KPI信息和传输盾量 相关的 KPI信息, 其中, 传输盾量相关的 KPI信息为用户终端通过协议接口发送给基站; RNC可通过用户感知分析工具接口, 将控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信 息发送给上述装置,如图 4C所示;该装置可包括 KPI获取单元 31、业务指标配置单元 32、 KPI归类单元 33、 KQI确定单元 34和 QoE确定单元 35。 The KPI information related to the KPI information and the user plane data; the KPI information related to the air interface shield quantity and the KPI information related to the transmission shield quantity are obtained from the base station, wherein the KPI information related to the transmission shield quantity is sent to the base station by the user terminal through the protocol interface; The KPI information related to the control plane signaling and the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield amount may be sent to the user perception analysis tool interface. The above apparatus is as shown in FIG. 4C; the apparatus may include a KPI acquisition unit 31, a service indicator configuration unit 32, a KPI classification unit 33, a KQI determination unit 34, and a QoE determination unit 35.
较佳地, KQI确定单元 34确定出上述第一 KQI, 包括: 将业务接入类 KPI信息所包 含的 KPI的和值或者加权和值确定为第一 KQI;和 /或, KQI确定单元 34确定上述第二 KQI, 包括: 将业务完整类 KPI信息所包含的 KPI的和值或者加权和值确定为第二 KQI; 和 /或, KQI确定单元 34确定出上述第三 KQI, 包括: 将业务保持类 KPI信息所包含的 KPI的和 值或者加权和值确定为第三 KQI。 具体的, 可釆用下式(1 )或式(2 )表示: Preferably, the KQI determining unit 34 determines the first KQI, including: determining a sum value or a weighted sum value of the KPI included in the service access type KPI information as the first KQI; and/or, the KQI determining unit 34 determines The foregoing second KQI includes: determining a sum value or a weighted sum value of a KPI included in the service complete class KPI information as a second KQI; and/or, determining, by the KQI determining unit 34, the third KQI, including: maintaining the service The sum or weighted sum value of the KPIs contained in the class KPI information is determined as the third KQI. Specifically, the following formula (1) or formula (2) can be used to represent:
KQI = ^KPI; 式( 1 ) 式(1 ) 中, KQI为关键 量指标, ΚΡΙ,.为与该 KQI相关联的关键性能指标, 即 ΚΡΙ,. 为该 KQ1包含的关键性能指标。 KQI = ^KPI ; Equation (1) In Equation (1), KQI is the key quantity indicator, ΚΡΙ,. is the key performance indicator associated with the KQI, ie, ΚΡΙ, is the key performance indicator contained in the KQ 1 .
KQI = ^( KPI; xQ;) 式(2 ) 式(2 ) 中, KQf为关键盾量指标, ΚΡΙ,.为与该 KQI相关联的关键性能指标(即 ΚΡΙ,. 为该 KQI包含的关键性能指标), (^为 ΚΡΙ,.对应的权重。 KQI = ^( KPI ; xQ ; ) Equation (2) In Equation (2), KQf is the key shield indicator, ΚΡΙ,. is the key performance indicator associated with the KQI (ie, ΚΡΙ,. The key to the KQI) Performance indicator), (^ is ΚΡΙ,. corresponding weight.
较佳地, QoE确定单元 35 , 具体用于: 将上述第一 KQI、 第二 KQI和第三 KQI和值 或者加权和值确定为 QoE。 具体的可釆用下式(3 )或式(4 )表示: Preferably, the QoE determining unit 35 is specifically configured to: determine the first KQI, the second KQI, and the third KQI sum value or the weighted sum value as QoE. The specific formula can be expressed by the following formula (3) or formula (4):
QoE = ^KQI 式(3 ) 式(3 ) 中, QoE i(7用户感知指标, KQ 为用于确定用户感知指标的第 j个关键盾量 指标。 QoE = ^KQI Equation (3) In Equation (3), QoE i (7 user perception indicator, KQ is the jth key shield indicator used to determine the user's perceived indicator.
QoE =∑(KQI xQ ) 式(4 )
式(4 ) 中, QoE为用户感知指标, KQ 为用于确定用户感知指标的第 j个关键盾量 指标, (^为 KQI对应的权重。 QoE =∑(KQI xQ ) Equation (4) In equation (4), QoE is the user-aware indicator, and KQ is the j-th key shield indicator used to determine the user's perceived indicator. (^ is the weight corresponding to KQI.
本发明实施例中, 针对每个 KPI, 假设该 KPI的有效取值范围为 [Α,Β] , 且 >8, 则 可根据实际统计值确定该 ΚΡΙ的取值如下式(5 )所示: In the embodiment of the present invention, for each KPI, assuming that the effective value range of the KPI is [Α, Β], and >8, the value of the ΚΡΙ is determined according to the actual statistical value as shown in the following formula (5):
KPI = 100xQx ( KPIs ~B ) 式(5 ) KPI = 100xQx ( KPIs ~ B ) (5)
( A - B ) 式( 5 )中, KPI为关键绩效指标的取值 , Q为该 KPI的权重值, KPIS为 KPI的实际统 计值。 (A - B) In equation (5), the KPI is the value of the key performance indicator, Q is the weight value of the KPI, and KPI S is the actual statistical value of the KPI.
基于上述图 3所示的装置, 本发明实施例一中提供一种获取关键性能指标的方法, 该 方法的流程图如图 5所示。 Based on the foregoing apparatus shown in FIG. 3, a method for obtaining a key performance indicator is provided in Embodiment 1 of the present invention, and a flowchart of the method is shown in FIG. 5.
参见图 5 , 为本发明实施例一中获取关键性能指标的方法流程图, 方法包括: 步骤 501、 获取 RNC提供的控制面信令的相关 KPI信息和用户面数据的相关 KPI信 息、 核心网络提供的业务类型相关的 KPI信息、基站提供的空口盾量相关的 KPI信息和用 户终端测量的传输盾量相关的 KPI信息。 5 is a flowchart of a method for obtaining a key performance indicator according to Embodiment 1 of the present invention. The method includes: Step 501: Acquire relevant KPI information of control plane signaling provided by an RNC, and relevant KPI information of user plane data, and provide a core network. The KPI information related to the service type, the KPI information related to the air interface shield provided by the base station, and the KPI information related to the transmission shield measured by the user terminal.
步骤 501中, 获取控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类 型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 可釆用以下方 式: In step 501, the related KPI information of the control plane signaling and the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity are obtained, and the following manner may be adopted. :
方式一、 从 RNC中获取控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中: 业务类型相关的 KPI信息由核心网络通过协议接口发送给 RNC, 空口盾量相关的 KPI信 息由基站通过协议接口发送给 RNC ,传输盾量相关的 KPI信息由用户终端通过其所归属的 基站发送给 RNC。 Manner 1: Obtain relevant KPI information of control plane signaling from the RNC, relevant KPI information of user plane data, KPI information related to service type, KPI information related to air interface shield quantity, and KPI information related to transmission shield quantity, where: The type-related KPI information is sent by the core network to the RNC through the protocol interface. The KPI information related to the air interface shield is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield is sent by the user terminal to the RNC through the base station to which the user terminal belongs. .
方式二、 从核心网络中获取业务类型相关的 KPI信息; 以及, KPI获取单元从 RNC 中获取控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 空口盾量相关的 KPI 信息和传输盾量相关的 KPI信息, 其中: 空口盾量相关的 KPI信息由基站通过协议接口发 送给 RNC, 传输盾量相关的 KPI信息由用户终端通过其所归属的基站发送给 RNC。 Method 2: Obtain KPI information related to the service type from the core network; and, the KPI obtaining unit acquires related KPI information of the control plane signaling and related KPI information of the user plane data, KPI information and transmission related to the air interface shield quantity from the RNC The KPI information related to the shield quantity, wherein: the KPI information related to the air interface shield quantity is sent by the base station to the RNC through the protocol interface, and the KPI information related to the transmission shield quantity is sent by the user terminal to the RNC through the base station to which the user terminal belongs.
方式三、 从核心网络中获取业务类型相关的 KPI信息; KPI获取单元从 RNC获取控 制面信令的相关 KPI信息和用户面数据的相关 KPI信息; 以及, KPI获取单元从基站获取 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中,传输盾量相关的 KPI信息为 用户终端通过协议接口发送给基站。 Method 3: Obtain KPI information related to the service type from the core network; the KPI obtaining unit acquires relevant KPI information of the control plane signaling and related KPI information of the user plane data from the RNC; and, the KPI acquiring unit acquires the air interface shield quantity from the base station. The KPI information and the KPI information related to the transmission shield quantity, wherein the KPI information related to the transmission shield amount is sent to the base station by the user terminal through the protocol interface.
较佳地, 上述流程还可包括: Preferably, the above process may further include:
步骤 502、 根据业务流程设置用于确定用户感知指标 QoE的业务接入性指标、 业务完
整性指标和业务保持性指标, 其中, 业务接入指标用于表征业务发起和接入阶段的服务盾 量, 业务完整性指标用于表征业务进行过程中的服务盾量, 业务保持性用于表征业务是否 正常结束的服务盾量。 Step 502: Set a service access indicator for determining a user-aware indicator QoE according to the service flow, and complete the service. The integrity indicator and the service retention indicator, where the service access indicator is used to represent the service shield quantity in the service initiation and access phase, and the service integrity indicator is used to represent the service shield quantity in the service progress process, and the service retention is used for The amount of service shield that characterizes whether the business ends normally.
步骤 503、 将步骤 501获取的控制面信令的相关 KPI信息和用户面数据的相关 KPI信 息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 归 类到业务接入类 KPI信息、 业务完整类 KPI信息和业务保持类 KPI信息。 Step 503: classify the relevant KPI information of the control plane signaling acquired in step 501 with the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity. KPI information, business complete class KPI information and business maintenance class KPI information to the service access class.
步骤 504、分别根据上述业务接入类 KPI信息、业务完整类 KPI信息和业务保持类 KPI 信息,对应确定出业务接入性指标、业务完整性指标和业务保持性指标的关键盾量指标 KQI 分别为第一关 KQI、 第二 KQI和第三 KQI。 Step 504: According to the KPI information of the service access category, the KPI information of the complete service category, and the KPI information of the service retention type, respectively, the key shield index KQI corresponding to the service access indicator, the service integrity indicator, and the service retention indicator are respectively determined. It is the first off KQI, the second KQI and the third KQI.
步骤 505、 根据上述第一 KQI、 第二 KQI和第三 KQI, 确定出用户感知指标 QoE。 上述步骤 504中, 确定业务接入性指标的第一 KQI, 包括: 将业务接入类 KPI信息所 包含的 KPI的和值或者加权和值确定为第一 KQI; 和 /或 , Step 505: Determine, according to the first KQI, the second KQI, and the third KQI, the user perception indicator QoE. In the foregoing step 504, determining the first KQI of the service access indicator includes: determining a sum value or a weighted sum value of the KPI included in the service access KPI information as the first KQI; and/or
确定业务完整性指标的第二 KQI, 包括: 将业务完整类 KPI信息所包含的 KPI的和值 或者加权和值确定为第二 KQI; 和 /或 , Determining a second KQI of the service integrity indicator, comprising: determining a sum or weighted sum of KPIs included in the business complete class KPI information as a second KQI; and/or
确定业务保持性指标的第三 KQI, 包括: 将业务保持类 KPI信息所包含的 KPI的和值 或者加权和值确定为第三 KQI。 The third KQI for determining the service retention indicator includes: determining a sum value or a weighted sum value of the KPI included in the service hold class KPI information as the third KQI.
上述流程的步骤 505 中, 确定出用户感知指标 QoE, 具体包括: 将第一 KQI、 第二 KQI和第三 KQI和值或者加权和值确定为 QoE。 In step 505 of the foregoing process, determining the user perception indicator QoE specifically includes: determining the first KQI, the second KQI, and the third KQI and the value or the weighted sum value as QoE.
参见图 6, 本发明实施例二中提供的获取关键性能指标的装置的结构示意图, 该装置 包括: KPI获取单元 61 , 用于从 RNC获取控制面信令的相关 KPI信息和用户面数据的相 关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI 信息, 其中, 业务类型相关的 KPI信息为 RNC的解析模块从核心网络发送的业务类型相 关信息中解析的到的信息, 空口盾量相关的 KPI信息为 RNC的解析模块从基站发送的空 口盾量相关信息中解析的到的信息, 传输盾量相关的 KPI信息为 RNC从用户终端发送的 数据传输信息解析的到的信息。 FIG. 6 is a schematic structural diagram of an apparatus for acquiring a key performance indicator according to Embodiment 2 of the present invention. The apparatus includes: a KPI obtaining unit 61, configured to acquire related KPI information of control plane signaling from a RNC, and related to user plane data. The KPI information, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity, wherein the KPI information related to the service type is parsed in the service type related information sent by the RNC parsing module from the core network. The information of the arrival, the KPI information related to the air interface shield quantity is the information analyzed by the RNC parsing module from the air interface shield quantity information sent by the base station, and the KPI information related to the transmission shield quantity is the data transmission information sent by the RNC from the user terminal. The information that is parsed.
较佳地, 上述装置还可以包括业务指标配置单元 62、 KPI归类单元 63、 关键盾量指标 KQI确定单元 64和用户感知指标 QoE确定单元 65 , 其中: Preferably, the apparatus may further include a service indicator configuration unit 62, a KPI classification unit 63, a key shield quantity index KQI determining unit 64, and a user perception indicator QoE determining unit 65, wherein:
业务指标配置单元 62, 用于根据业务流程设置用于确定用户感知指标 QoE的业务接 入性指标、 业务完整性指标和业务保持性指标, 其中, 业务接入指标用于表征业务发起和 接入阶段的服务盾量, 业务完整性指标用于表征业务进行过程中的服务盾量, 业务保持性 用于表征业务是否正常结束的服务盾量; The service indicator configuration unit 62 is configured to set, according to the service flow, a service accessibility indicator, a service integrity indicator, and a service retention indicator, which are used to identify the user-aware indicator QoE, where the service access indicator is used to represent the service initiation and access The service shield of the phase, the service integrity indicator is used to characterize the service shield in the process of the service, and the service maintainability is used to indicate the service shield of the service that ends normally;
KPI归类单元 63 , 用于将 KPI获取单元 61获取的控制面信令的相关 KPI信息和用户 面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量
相关的 KPI信息, 归类到业务接入类 ΚΡΙ信息、 业务完整类 ΚΡΙ信息和业务保持类 ΚΡΙ 信息; The KPI categorizing unit 63 is configured to use the KPI information of the control plane signaling acquired by the KPI acquiring unit 61 and the related KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the transmission shield quantity. Relevant KPI information, classified into business access category information, business complete category information, and business retention category information;
KQI确定单元 64, 用于分别#>据业务接入类 ΚΡΙ信息、 业务完整类 ΚΡΙ信息和业务 保持类 ΚΡΙ信息, 对应确定出业务接入性指标、 业务完整性指标和业务保持性指标的关键 盾量指标 KQI分别为第一关 KQI、 第二 KQI和第三 KQI; The KQI determining unit 64 is configured to respectively determine a service access indicator, a service integrity indicator, and a service retention indicator according to the service access class information, the service complete class information, and the service hold class information. The shield quantity index KQI is the first level KQI, the second KQI and the third KQI, respectively;
QoE确定单元 65 , 用于根据上述 KQI确定单元确定出的第一 KQI、 第二 KQI和第三 KQI, 确定出 QoE。 The QoE determining unit 65 is configured to determine QoE according to the first KQI, the second KQI, and the third KQI determined by the KQI determining unit.
本发明实施例中, RNC通过用户感知分析工具接口, 将解析的到的控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI 信息和传输盾量相关的 KPI信息发送给上述装置, 如图 7所示; 该装置可包括 KPI获取单 元 61、 业务指标配置单元 62、 KPI归类单元 63、 KQI确定单元 64和 QoE确定单元 65。 In the embodiment of the present invention, the RNC uses the user-aware analysis tool interface to correlate the KPI information of the parsed control plane signaling with the KPI information of the user plane data, the KPI information related to the service type, and the KPI information related to the air interface shield quantity. The KPI information related to the transmission shield amount is transmitted to the above device, as shown in FIG. 7; the device may include a KPI acquisition unit 61, a service indicator configuration unit 62, a KPI classification unit 63, a KQI determination unit 64, and a QoE determination unit 65.
基于图 6所示的装置, 本发明实施例二中还提供一种获取关键性能指标的方法, 该方 法的流程可如图 8所示。 Based on the device shown in FIG. 6, the second embodiment of the present invention further provides a method for obtaining a key performance indicator, and the process of the method can be as shown in FIG. 8.
参见图 8, 为本发明实施例二中获取关键性能指标的方法流程图, 该方法包括: 步骤 801、 从 RNC获取控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中, 业务类型相关的 KPI信息为 RNC的解析模块从核心网络发送的业务类型相关信息中解析 的到的信息, 空口盾量相关的 KPI信息为 RNC的解析模块从基站发送的空口盾量相关信 息中解析的到的信息, 传输盾量相关的 KPI信息为 RNC从用户终端发送的数据传输信息 解析的到的信息。 FIG. 8 is a flowchart of a method for obtaining a key performance indicator according to Embodiment 2 of the present invention. The method includes: Step 801: Acquire relevant KPI information of control plane signaling from an RNC and related KPI information and service type of user plane data. The KPI information, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity, wherein the KPI information related to the service type is the information parsed in the service type related information sent by the RNC parsing module from the core network, the air interface The KPI information related to the shield quantity is the information parsed in the air interface shield quantity related information sent by the RNC parsing module from the base station, and the KDI information related to the transmission shield quantity is the information parsed by the RNC from the data transmission information sent by the user terminal.
较佳地, 上述流程还可以包括: Preferably, the foregoing process may further include:
步骤 802、 根据业务流程设置用于确定用户感知指标 QoE的业务接入性指标、 业务完 整性指标和业务保持性指标, 其中, 业务接入指标用于表征业务发起和接入阶段的服务盾 量, 业务完整性指标用于表征业务进行过程中的服务盾量, 业务保持性用于表征业务是否 正常结束的服务盾量。 Step 802: Set a service access indicator, a service integrity indicator, and a service retention indicator for determining a user-aware indicator QoE according to the service process, where the service access indicator is used to represent the service shield quantity in the service initiation and access stage. The service integrity indicator is used to characterize the service shield in the process of business execution, and the service retention is used to indicate the service shield quantity that the service ends normally.
步骤 803、 将步骤 801获取的控制面信令的相关 KPI信息和用户面数据的相关 KPI信 息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 归 类到业务接入类 KPI信息、 业务完整类 KPI信息和业务保持类 KPI信息。 Step 803: classify the relevant KPI information of the control plane signaling acquired in step 801 and the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity. KPI information, business complete class KPI information and business maintenance class KPI information to the service access class.
步骤 804、分别根据上述业务接入类 KPI信息、业务完整类 KPI信息和业务保持类 KPI 信息,对应确定出业务接入性指标、业务完整性指标和业务保持性指标的关键盾量指标 KQI 分别为第一关 KQI、 第二 KQI和第三 KQI。 Step 804: respectively, according to the KPI information of the service access category, the KPI information of the complete service category, and the KPI information of the service retention class, respectively, the key shield index KQI corresponding to the service access indicator, the service integrity indicator, and the service retention indicator are respectively determined. It is the first off KQI, the second KQI and the third KQI.
步骤 805、 居上述第一 KQI、 第二 KQI和第三 KQI, 确定出用户感知指标 QoE。 本发明实施例中, 一方面, 控制面信令的相关 KPI信息和用户面数据的相关 KPI信息
由无线网络控制器 RNC提供、 业务类型相关的 KPI信息由核心网络提供的、 空口盾量相 关的 KPI信息由基站提供、 传输盾量相关的 KPI信息由用户终端提供; 因此, 在后续需要 确定 QoE时, 可以相应的从网元设备 RNC、核心网络、基站和用户终端中获取相应的 KPI 信息, 因此,釆用本发明技术方案,提供了一种获取用于确定 QoE的 KPI信息; 另一方面, 根据业务流程顺序设置用于确定用户感知指标 QoE的业务接入性指标、业务完整性指标和 业务保持性指标, 再分别根据业务接入性类 KPI信息、 业务完整类 KPI信息指标和业务保 持类 KPI信息, 对应的确定出业务接入性指标、 业务完整性指标和业务保持性指标的 KQI 分别为第一 KQI、 第二 KQI和第三 KQI; 最后根据第一 KQI、 第二 KQI和第三 KQI, 确 定出用户感知指标 QoE; 由于用于确定 QoE的各项指标是根据业务流程来划分,从而提高 了划分维度的合理性, 提高了根据各维度的指标确定出 QoE的准确性。 Step 805: The first KQI, the second KQI, and the third KQI are determined, and the user perception indicator QoE is determined. In the embodiment of the present invention, on the one hand, related KPI information of control plane signaling and related KPI information of user plane data The KPI information provided by the radio network controller RNC, the KPI information related to the service type is provided by the core network, and the KPI information related to the air interface shield quantity is provided by the base station, and the KPI information related to the transmission shield quantity is provided by the user terminal; therefore, the QoE needs to be determined later. Corresponding KPI information can be obtained from the network element device RNC, the core network, the base station, and the user terminal. Therefore, using the technical solution of the present invention, a KPI information for determining QoE is provided. According to the business process sequence, the service accessibility indicator, the service integrity indicator, and the service retention indicator for determining the user-awareness indicator QoE are set, and then according to the service access-type KPI information, the service-complete KPI information indicator, and the service maintenance. For the KPI information, the corresponding KQIs for determining the service accessibility indicator, the service integrity indicator, and the service retention indicator are the first KQI, the second KQI, and the third KQI, respectively; and finally according to the first KQI, the second KQI, and the Three KQI, determine the user perception indicator QoE; since the indicators used to determine QoE are classified according to business processes, thereby improving Division of rationality dimensions and improve the QoE determined according to the dimensions of the accuracy of the index.
本领域内的技术人员应明白, 本发明的实施例可提供为方法、 系统、 或计算机程序产 品。 因此, 本发明可釆用完全硬件实施例、 完全软件实施例、 或结合软件和硬件方面的实 施例的形式。 而且, 本发明可釆用在一个或多个其中包含有计算机可用程序代码的计算机 可用存储介盾 (包括但不限于磁盘存储器、 CD-ROM、 光学存储器等)上实施的计算机程 序产品的形式。 Those skilled in the art will appreciate that embodiments of the present invention can be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment, or a combination of software and hardware. Moreover, the present invention can be embodied in the form of a computer program product embodied on one or more computer-usable storage interfaces (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer usable program code.
本发明是参照根据本发明实施例的方法、 设备(系统)、 和计算机程序产品的流程图 和 /或方框图来描述的。 应理解可由计算机程序指令实现流程图和 /或方框图中的每一流 程和 /或方框、 以及流程图和 /或方框图中的流程和 /或方框的结合。 可提供这些计算机 程序指令到通用计算机、 专用计算机、 嵌入式处理机或其他可编程数据处理设备的处理器 以产生一个机器, 使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用 于实现在流程图一个流程或多个流程和 /或方框图一个方框或多个方框中指定的功能的 装置。 The present invention has been described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (system), and computer program products according to embodiments of the invention. It will be understood that each process and/or block of the flowchart illustrations and/or FIG. These computer program instructions can be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing device to produce a machine for the execution of instructions for execution by a processor of a computer or other programmable data processing device. Means for implementing the functions specified in one or more of the flow or in a block or blocks of the flow chart.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方 式工作的计算机可读存储器中, 使得存储在该计算机可读存储器中的指令产生包括指令装 置的制造品, 该指令装置实现在流程图一个流程或多个流程和 /或方框图一个方框或多个 方框中指定的功能。 The computer program instructions can also be stored in a computer readable memory that can direct a computer or other programmable data processing device to operate in a particular manner, such that the instructions stored in the computer readable memory produce an article of manufacture comprising the instruction device. The apparatus implements the functions specified in one or more blocks of a flow or a flow and/or block diagram of the flowchart.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上, 使得在计算机 或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理, 从而在计算机或其他 可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和 /或方框图一个 方框或多个方框中指定的功能的步骤。 These computer program instructions can also be loaded onto a computer or other programmable data processing device such that a series of operational steps are performed on a computer or other programmable device to produce computer-implemented processing for execution on a computer or other programmable device. The instructions provide steps for implementing the functions specified in one or more of the flow or in a block or blocks of a flow diagram.
尽管已描述了本发明的优选实施例, 但本领域内的技术人员一旦得知了基本创造性概 念, 则可对这些实施例作出另外的变更和修改。 所以, 所附权利要求意欲解释为包括优选 实施例以及落入本发明范围的所有变更和修改。
显然, 本领域的技术人员可以对本发明实施例进行各种改动和变型而不脱离本发明实 施例的精神和范围。 这样, 倘若本发明实施例的这些修改和变型属于本发明权利要求及其 等同技术的范围之内, 则本发明也意图包含这些改动和变型在内。
Although the preferred embodiment of the invention has been described, it will be apparent to those skilled in the art that, Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and the modifications and It is apparent that those skilled in the art can make various modifications and variations to the embodiments of the present invention without departing from the spirit and scope of the embodiments of the present invention. Thus, it is intended that the present invention cover the modifications and modifications of the embodiments of the invention.
Claims
1、 一种获取关键性能指标的装置, 其特征在于, 包括: A device for obtaining key performance indicators, comprising:
关键性能指标 KPI获取单元, 用于获取无线网络控制器 RNC提供的控制面信令的相 关 KPI信息和用户面数据的相关 KPI信息、核心网络提供的业务类型相关的 KPI信息、基 站提供的空口盾量相关的 KPI信息和用户终端测量得到的传输盾量相关的 KPI信息。 The key performance indicator KPI obtaining unit is configured to acquire related KPI information of the control plane signaling provided by the radio network controller RNC and related KPI information of the user plane data, KPI information related to the service type provided by the core network, and an air interface shield provided by the base station. The KPI information related to the amount of KPI information and the transmission shield measured by the user terminal.
2、 如权利要求 1所述的装置, 其特征在于, 所述 KPI获取单元, 具体用于: 从所述 RNC中获取所述控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相 关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中: 所述业务类 型相关的 KPI信息由所述核心网络通过协议接口发送给所述 RNC, 所述空口盾量相关的 KPI信息由所述基站通过协议接口发送给所述 RNC,所述传输盾量相关的 KPI信息由用户 终端通过其所归属的基站发送给所述 RNC。 The device according to claim 1, wherein the KPI obtaining unit is configured to: acquire relevant KPI information of the control plane signaling and related KPI information of user plane data from the RNC, The KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity, where: the KPI information related to the service type is sent by the core network to the RNC through a protocol interface, the air interface The KPI information related to the shield quantity is sent by the base station to the RNC through a protocol interface, and the KPI information related to the transmission shield quantity is sent by the user terminal to the RNC through the base station to which the user terminal belongs.
3、 如权利要求 1所述的装置, 其特征在于, 所述 KPI获取单元, 具体用于: 从所述 核心网络中获取所述业务类型相关的 KPI信息; The device of claim 1, wherein the KPI obtaining unit is configured to: obtain KPI information related to the service type from the core network;
从 RNC中获取所述控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 空口 盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中: 所述空口盾量相关的 KPI信息由 基站通过协议接口发送给所述 RNC,所述传输盾量相关的 KPI信息由用户终端通过其所归 属的基站发送给所述 RNC。 Acquiring relevant KPI information of the control plane signaling and related KPI information of the user plane data, KPI information related to the air interface shield quantity, and KPI information related to the transmission shield quantity, where: the KPI information related to the air interface shield quantity is obtained from the RNC. The base station sends the KPI information through the protocol interface to the RNC, and the KPI information related to the transmission shield is sent by the user terminal to the RNC through the base station to which the user terminal belongs.
4、 如权利要求 1所述的装置, 其特征在于, 所述 KPI获取单元, 具体用于: 从核心 网络中获取所述业务类型相关的 KPI信息; The apparatus of claim 1, wherein the KPI obtaining unit is specifically configured to: obtain KPI information related to the service type from a core network;
从 RNC获取所述控制面信令的相关 KPI信息和用户面数据的相关 KPI信息; 从基站获取所述空口盾量相关的 KPI信息和所述传输盾量相关的 KPI信息, 其中, 所 述传输盾量相关的 KPI信息为所述用户终端通过协议接口发送给所述基站。 Acquiring relevant KPI information of the control plane signaling and related KPI information of the user plane data from the RNC; acquiring, from the base station, KPI information related to the air interface shield quantity and KPI information related to the transmission shield quantity, where the transmission The shield-related KPI information is sent to the base station by the user terminal through a protocol interface.
5、 如权利要求 1~4任一项所述的装置, 其特征在于, 还包括: The device according to any one of claims 1 to 4, further comprising:
业务指标配置单元,用于根据业务流程设置用于确定用户感知指标 QoE的业务接入性 指标、 业务完整性指标和业务保持性指标, 所述业务接入指标用于表征业务发起和接入阶 段的服务盾量, 所述业务完整性指标用于表征业务进行过程中的服务盾量, 所述业务保持 性用于表征业务是否正常结束的服务盾量; The service indicator configuration unit is configured to set a service access indicator, a service integrity indicator, and a service retention indicator for determining a user-aware indicator QoE according to the service process, where the service access indicator is used to represent a service initiation and access phase. The service security indicator is used to represent the service shield quantity in the process of performing the service, and the service retention is used to indicate the service shield quantity that the service ends normally;
KPI归类单元, 用于将所述 KPI获取单元获取的控制面信令的相关 KPI信息和用户面 数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相 关的 KPI信息,归类到业务接入类 KPI信息、业务完整类 KPI信息和业务保持类 KPI信息; 关键盾量指标 KQI确定单元, 用于分别根据所述业务接入类 KPI信息、 业务完整类 a KPI categorization unit, configured to use the KPI information of the control plane signaling acquired by the KPI acquiring unit and the related KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the transmission shield quantity. The related KPI information is classified into the KPI information of the service access class, the KPI information of the complete class of the service, and the KPI information of the service retention class. The KDUI determining unit of the key shield quantity indicator is used to respectively complete the KPI information and the service according to the service access category. class
KPI信息和业务保持类 KPI信息, 对应确定出业务接入性指标、 业务完整性指标和业务保 持性指标的关键盾量指标 KQI分别为第一关 KQI、 第二 KQI和第三 KQI; 用户感知指标 QoE确定单元, 用于才 居所述 KQI确定单元确定出的第一 KQI、 第二 KQI和第三 KQI, 确定出 QoE。 The KPI information and the service maintain KPI information, and the key shield index KQI corresponding to the service access indicator, the service integrity indicator and the service retention index are respectively the first level KQI, the second KQI and the third KQI; The user-aware indicator QoE determining unit is configured to determine the first KQI, the second KQI, and the third KQI determined by the KQI determining unit, and determine QoE.
6、 如权利要求 5所述的装置, 其特征在于, 所述 KQI确定单元确定出所述第一 KQI, 包括:将所述业务接入类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第一 KQI; 和 /或 , The apparatus according to claim 5, wherein the KQI determining unit determines the first KQI, and includes: a sum or a weighted sum of KPIs included in the service access class KPI information. Determined to be the first KQI; and/or,
所述 KQI确定单元确定所述第二 KQI, 包括: 将所述业务完整类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第二 KQI; 和 /或 , Determining the second KQI by the KQI determining unit includes: determining a sum value or a weighted sum value of a KPI included in the service complete class KPI information as the second KQI; and/or
所述 KQI确定单元确定出所述第三 KQI, 包括: 将所述业务保持类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第三 KQI。 The determining, by the KQI determining unit, the third KQI includes: determining a sum value or a weighted sum value of a KPI included in the service hold class KPI information as the third KQI.
7、 如权利要求 6所述的装置, 其特征在于, QoE确定单元, 具体用于: 将所述第一 The device according to claim 6, wherein the QoE determining unit is specifically configured to:
KQI、 第二 KQI和第三 KQI和值或者加权和值确定为所述 QoE。 The KQI, the second KQI, and the third KQI sum value or the weighted sum value are determined as the QoE.
8、 一种获取关键性能指标的装置, 其特征在于, 包括: 8. A device for obtaining key performance indicators, comprising:
关键性能指标 KPI获取单元, 用于从 RNC获取控制面信令的相关 KPI信息和用户面 数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相 关的 KPI信息, 其中, 所述业务类型相关的 KPI信息为所述 RNC的解析模块从核心网络 发送的业务类型相关信息中解析的到的信息, 所述空口盾量相关的 KPI信息为所述 RNC 的解析模块从基站发送的空口盾量相关信息中解析的到的信息, 所述传输盾量相关的 KPI 信息为所述 RNC从用户终端发送的数据传输信息解析的到的信息。 Key performance indicator KPI acquisition unit, configured to acquire relevant KPI information of control plane signaling from the RNC, relevant KPI information of user plane data, KPI information related to service type, KPI information related to air interface shield quantity, and KPI related to transmission shield quantity Information, where the KPI information related to the service type is information parsed in the service type related information sent by the parsing module of the RNC from the core network, and the KPI information related to the air interface shield quantity is the RNC resolution. The information that is parsed in the air interface shield quantity related information sent by the module from the base station, and the KPI information related to the transmission shield quantity is information that is parsed by the RNC from the data transmission information sent by the user terminal.
9、 如权利要求 8 所述的装置, 其特征在于, 业务指标配置单元, 用于根据业务流程 设置用于确定用户感知指标 QoE的业务接入性指标、 业务完整性指标和业务保持性指标, 所述业务接入指标用于表征业务发起和接入阶段的服务盾量, 所述业务完整性指标用于表 征业务进行过程中的服务盾量, 所述业务保持性用于表征业务是否正常结束的服务盾量; The device according to claim 8, wherein the service indicator configuration unit is configured to set a service accessibility indicator, a service integrity indicator, and a service retention indicator for determining the user-aware indicator QoE according to the service flow, The service access indicator is used to represent a service shield quantity in a service initiation and access phase, where the service integrity indicator is used to represent a service shield quantity in a service progress process, and the service retention feature is used to indicate whether the service is normally ended. Service shield volume;
KPI归类单元, 用于将所述 KPI获取单元获取的控制面信令的相关 KPI信息和用户面 数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相 关的 KPI信息,归类到业务接入类 KPI信息、业务完整类 KPI信息和业务保持类 KPI信息; 关键盾量指标 KQI确定单元, 用于分别根据所述业务接入类 KPI信息、 业务完整类 KPI信息和业务保持类 KPI信息, 对应确定出业务接入性指标、 业务完整性指标和业务保 持性指标的关键盾量指标 KQI分别为第一关 KQI、 第二 KQI和第三 KQI; a KPI categorization unit, configured to use the KPI information of the control plane signaling acquired by the KPI acquiring unit and the related KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the transmission shield quantity. The related KPI information is classified into the KPI information of the service access class, the KPI information of the complete class of the service, and the KPI information of the service retention class. The KDUI determining unit of the key shield quantity indicator is used to respectively complete the KPI information and the service according to the service access category. The KPI information of the KPI-like information and the service-maintaining KPI information, and the key shield index KQI corresponding to the service accessibility indicator, the service integrity indicator and the service retention indicator are respectively the first KQI, the second KQI and the third KQI;
用户感知指标 QoE确定单元, 用于才 居所述 KQI确定单元确定出的第一 KQI、 第二 KQI和第三 KQI, 确定出 QoE。 The user-aware indicator QoE determining unit is configured to determine the first KQI, the second KQI, and the third KQI determined by the KQI determining unit, and determine QoE.
10、如权利要求 9所述的装置,其特征在于,所述 KQI确定单元确定出所述第一 KQI, 包括:将所述业务接入类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第一 KQI; 和 /或, 所述 KQI确定单元确定所述第二 KQI, 包括: 将所述业务完整类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第二 KQI; 和 /或 , The apparatus according to claim 9, wherein the KQI determining unit determines the first KQI, including: a sum or a weighted sum of KPIs included in the service access class KPI information. Determined to be the first KQI; and/or, Determining the second KQI by the KQI determining unit includes: determining a sum value or a weighted sum value of a KPI included in the service complete class KPI information as the second KQI; and/or,
所述 KQI确定单元确定出所述第三 KQI, 包括: 将所述业务保持类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第三 KQI。 The determining, by the KQI determining unit, the third KQI includes: determining a sum value or a weighted sum value of a KPI included in the service hold class KPI information as the third KQI.
11、 如权利要求 10所述的装置, 其特征在于, QoE确定单元, 具体用于: 将所述第 一 KQI、 第二 KQI和第三 KQI和值或者加权和值确定为所述 QoE。 The apparatus according to claim 10, wherein the QoE determining unit is specifically configured to: determine the first KQI, the second KQI, and the third KQI sum value or the weighted sum value as the QoE.
12、 一种获取关键性能指标的方法, 其特征在于, 包括: 12. A method for obtaining key performance indicators, comprising:
获取无线网络控制器 RNC提供的控制面信令的相关 KPI信息和用户面数据的相关 KPI 信息、 核心网络提供的业务类型相关的 KPI信息、基站提供的空口盾量相关的 KPI信息和 用户终端测量的传输盾量相关的 KPI信息。 Obtaining related KPI information of the control plane signaling provided by the radio network controller RNC and related KPI information of the user plane data, KPI information related to the service type provided by the core network, KPI information related to the air interface shield provided by the base station, and user terminal measurement The transmission shield is related to the KPI information.
13、 如权利要求 12所述的方法, 其特征在于, 具体包括: The method according to claim 12, which specifically includes:
从所述 RNC中获取所述控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中: 所述业务类型相关的 KPI信息由所述核心网络通过协议接口发送给所述 RNC,所述空口盾 量相关的 KPI信息由所述基站通过协议接口发送给所述 RNC, 所述传输盾量相关的 KPI 信息由用户终端通过其所归属的基站发送给所述 RNC。 Obtaining, from the RNC, related KPI information of the control plane signaling, related KPI information of the user plane data, KPI information related to the service type, KPI information related to the air interface shield quantity, and KPI information related to the transmission shield quantity, where: The KPI information related to the service type is sent by the core network to the RNC through a protocol interface, and the KPI information related to the air interface shield quantity is sent by the base station to the RNC through a protocol interface, where the transmission shield quantity is related. The KPI information is sent by the user terminal to the RNC through the base station to which the user terminal belongs.
14、 如权利要求 12所述的方法, 其特征在于, 具体包括: The method of claim 12, specifically comprising:
从所述核心网络中获取所述业务类型相关的 KPI信息; Obtaining KPI information related to the service type from the core network;
从 RNC中获取所述控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 空口 盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其中: 所述空口盾量相关的 KPI信息由 基站通过协议接口发送给所述 RNC,所述传输盾量相关的 KPI信息由用户终端通过其所归 属的基站发送给所述 RNC。 Acquiring relevant KPI information of the control plane signaling and related KPI information of the user plane data, KPI information related to the air interface shield quantity, and KPI information related to the transmission shield quantity, where: the KPI information related to the air interface shield quantity is obtained from the RNC. The base station sends the KPI information through the protocol interface to the RNC, and the KPI information related to the transmission shield is sent by the user terminal to the RNC through the base station to which the user terminal belongs.
15、 如权利要求 12所述的方法, 其特征在于, 具体包括: The method of claim 12, specifically comprising:
从核心网络中获取所述业务类型相关的 KPI信息; Obtaining KPI information related to the service type from the core network;
从 RNC获取所述控制面信令的相关 KPI信息和用户面数据的相关 KPI信息; 从基站获取所述空口盾量相关的 KPI信息和所述传输盾量相关的 KPI信息, 其中, 所 述传输盾量相关的 KPI信息为所述用户终端通过协议接口发送给所述基站。 Acquiring relevant KPI information of the control plane signaling and related KPI information of the user plane data from the RNC; acquiring, from the base station, KPI information related to the air interface shield quantity and KPI information related to the transmission shield quantity, where the transmission The shield-related KPI information is sent to the base station by the user terminal through a protocol interface.
16、 如权利要求 12 15任一项所述的方法, 其特征在于, 还包括: The method according to any one of claims 12 to 15, further comprising:
根据业务流程设置用于确定用户感知指标 QoE的业务接入性指标、业务完整性指标和 业务保持性指标, 所述业务接入指标用于表征业务发起和接入阶段的服务盾量, 所述业务 完整性指标用于表征业务进行过程中的服务盾量, 所述业务保持性用于表征业务是否正常 结束的服务盾量; Setting a service access indicator, a service integrity indicator, and a service retention indicator for determining a user-aware indicator QoE according to the service process, where the service access indicator is used to represent a service shield quantity in a service initiation and access stage, where The service integrity indicator is used to represent the service shield quantity in the process of performing the service, and the service retention is used to indicate the service shield quantity of whether the service ends normally;
将所述控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 归类到业务接入类 KPI 信息、 业务完整类 KPI信息和业务保持类 KPI信息; Correlating KPI information of the control plane signaling with related KPI information and service type of user plane data The KPI information, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield quantity are classified into the KPI information of the service access category, the KPI information of the complete business class, and the KPI information of the business maintenance class;
分别根据所述业务接入类 KPI信息、 业务完整类 KPI信息和业务保持类 KPI信息,对 应确定出业务接入性指标、业务完整性指标和业务保持性指标的关键盾量指标 KQI分别为 第一关 KQI、 第二 KQI和第三 KQI; According to the KPI information of the service access category, the KPI information of the complete service category, and the KPI information of the service retention class, the key shield index KQI corresponding to the service access indicator, the service integrity indicator, and the service retention indicator are respectively determined. a KQI, a second KQI and a third KQI;
才艮据所述第一 KQI、 第二 KQI和第三 KQI, 确定出用户感知指标 QoE。 According to the first KQI, the second KQI, and the third KQI, the user perception indicator QoE is determined.
17、如权利要求 16所述的方法,其特征在于,确定出所述业务接入性指标的第一 KQI, 包括:将所述业务接入类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第一 KQI; 和 /或, The method according to claim 16, wherein the determining the first KQI of the service accessibility indicator comprises: adding a sum or weighted sum of KPIs included in the service access class KPI information. a value determined as the first KQI; and/or,
确定所述业务完整性指标的第二 KQI, 包括: 将所述业务完整类 KPI信息所包含的 Determining a second KQI of the service integrity indicator, comprising: including the business complete class KPI information
KPI的和值或者加权和值确定为所述第二 KQI; 和 /或 , The sum value or weighted sum value of the KPI is determined as the second KQI; and / or ,
确定所述业务保持性指标的第三 KQI, 包括: 将所述业务保持类 KPI信息所包含的 KPI的和值或者加权和值确定为所述第三 KQI。 Determining the third KQI of the service retention indicator includes: determining a sum value or a weighted sum value of the KPI included in the service hold class KPI information as the third KQI.
18、 如权利要求 17所述的方法, 其特征在于, 确定出用户感知指标 QoE, 包括: 将 所述第一 KQI、 第二 KQI和第三 KQI和值或者加权和值确定为所述 QoE。 18. The method of claim 17, wherein determining the user perception indicator QoE comprises: determining the first KQI, the second KQI, and the third KQI sum value or weighted sum value as the QoE.
19、 一种获取关键性能指标的方法, 其特征在于, 包括: 19. A method of obtaining key performance indicators, comprising:
从无线网络控制器 RNC获取控制面信令的相关 KPI信息和用户面数据的相关 KPI信 息、 业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 其 中, 所述业务类型相关的 KPI信息为所述 RNC的解析模块从核心网络发送的业务类型相 关信息中解析的到的信息, 所述空口盾量相关的 KPI信息为所述 RNC的解析模块从基站 发送的空口盾量相关信息中解析的到的信息, 所述传输盾量相关的 KPI信息为所述 RNC 从用户终端发送的数据传输信息解析的到的信息。 Obtaining, from the radio network controller RNC, related KPI information of the control plane signaling and related KPI information of the user plane data, KPI information related to the service type, KPI information related to the air interface shield quantity, and KPI information related to the transmission shield quantity, where The KPI information related to the service type is the information parsed in the service type related information sent by the parsing module of the RNC from the core network, and the KPI information related to the air interface shield quantity is sent by the parsing module of the RNC from the base station. The information that is parsed in the air interface shield related information, and the KPI information related to the transmission shield amount is information that is parsed by the RNC from the data transmission information sent by the user terminal.
20、 如权利要求 19所述的方法, 其特征在于, 还包括: 20. The method of claim 19, further comprising:
根据业务流程设置用于确定用户感知指标 QoE的业务接入性指标、业务完整性指标和 业务保持性指标, 所述业务接入指标用于表征业务发起和接入阶段的服务盾量, 所述业务 完整性指标用于表征业务进行过程中的服务盾量, 所述业务保持性用于表征业务是否正常 结束的服务盾量; Setting a service access indicator, a service integrity indicator, and a service retention indicator for determining a user-aware indicator QoE according to the service process, where the service access indicator is used to represent a service shield quantity in a service initiation and access stage, where The service integrity indicator is used to represent the service shield quantity in the process of performing the service, and the service retention is used to indicate the service shield quantity of whether the service ends normally;
将获取的控制面信令的相关 KPI信息和用户面数据的相关 KPI信息、业务类型相关的 KPI信息、 空口盾量相关的 KPI信息和传输盾量相关的 KPI信息, 归类到业务接入类 KPI 信息、 业务完整类 KPI信息和业务保持类 KPI信息; The relevant KPI information of the obtained control plane signaling and the KPI information of the user plane data, the KPI information related to the service type, the KPI information related to the air interface shield quantity, and the KPI information related to the transmission shield amount are classified into the service access class. KPI information, business complete class KPI information and business maintenance class KPI information;
分别根据所述业务接入类 KPI信息、 业务完整类 KPI信息和业务保持类 KPI信息,对 应确定出业务接入性指标、业务完整性指标和业务保持性指标的关键盾量指标 KQI分别为 第一关 KQI、 第二 KQI和第三 KQI; 才艮据所述第一 KQI、 第二 KQI和第三 KQI, 确定出用户感知指标 QoE。 According to the KPI information of the service access category, the KPI information of the complete service category, and the KPI information of the service retention class, the key shield index KQI corresponding to the service access indicator, the service integrity indicator, and the service retention indicator are respectively determined. a KQI, a second KQI and a third KQI; According to the first KQI, the second KQI, and the third KQI, the user perception indicator QoE is determined.
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