TWI539839B - System and method for automatic optimization in mobile network cell coverage with field test result and user complaints - Google Patents

System and method for automatic optimization in mobile network cell coverage with field test result and user complaints Download PDF

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TWI539839B
TWI539839B TW103140941A TW103140941A TWI539839B TW I539839 B TWI539839 B TW I539839B TW 103140941 A TW103140941 A TW 103140941A TW 103140941 A TW103140941 A TW 103140941A TW I539839 B TWI539839 B TW I539839B
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base station
sub
area
data
antennas
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TW201620319A (en
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林進德
張森德
顏維彤
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台灣大哥大股份有限公司
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考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統與 方法 Consider the system of automatic measurement of the field measurement and customer complaint information network method

本發明係關於行動通訊領域,特別是一種考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統與方法。 The present invention relates to the field of mobile communications, and more particularly to a system and method for automatically optimizing mobile network cells that consider field measurements and customer complaint information.

隨著近年來行動通訊領域的蓬勃發展,隨身裝置的應用由傳統2G時代的語音、文字;到3G時代的圖片、網頁;演變為4G時代的影音串流等服務。隨著行動通訊應用的演進,使用者與智慧型裝置對於行動網路的要求越來越高,如何運用珍貴的無線頻寬與有限的基地台資源,提供最高品質的無線通訊服務,成為全球電信業者共同面對的困難議題。 With the rapid development of the field of mobile communication in recent years, the application of the portable device is from the voice and text of the traditional 2G era; to the pictures and web pages of the 3G era; to the video and audio streaming services of the 4G era. With the evolution of mobile communication applications, users and smart devices are increasingly demanding mobile networks. How to use the precious wireless bandwidth and limited base station resources to provide the highest quality wireless communication services and become a global telecommunications The difficult issues that the industry faces together.

為了使行動通訊端能有更好的傳輸品質,調整基地台天線傾角以優化網路品質為既有之技術方法。第一圖為現有基地台訊號調整方法之示意圖,一行動通訊端60之用戶連線至基地台61進行通話與網路相關服務,若行動通訊端60於基地台61訊號範圍內部份位置有傳輸品質不佳之狀況,行動通訊端60之用戶可以透過基地台61的電信營運商客服人員21反映傳輸品質問題,客 服人員21將傳輸品質問題告知電信營運商之工程師22,工程師22便會進行基地台61與周邊基地台62、63天線訊號調整,工程師22利用專業場測手機或場測車23測量基地台天線訊號並進一步調整天線角度。 In order to make the mobile communication end have better transmission quality, it is an existing technical method to adjust the antenna tilt of the base station to optimize the network quality. The first picture is a schematic diagram of the method for adjusting the signal of the existing base station. The user of the mobile communication terminal 60 is connected to the base station 61 for the call and network related service. If the mobile communication terminal 60 has the internal location of the signal range of the base station 61, In the case of poor transmission quality, the user of the mobile communication terminal 60 can reflect the transmission quality problem through the telecom operator's customer service staff 21 of the base station 61. The service personnel 21 informs the operator of the telecommunication operator 22 of the transmission quality problem, and the engineer 22 performs the antenna signal adjustment of the base station 61 and the surrounding base stations 62 and 63, and the engineer 22 uses the professional field measurement mobile phone or the field measurement vehicle 23 to measure the base station antenna. Signal and further adjust the antenna angle.

上述調整天線角度之過程中,工程師22於調整基地 台61~63天線角度後,便會至行動通訊端60反映的傳輸品質不佳位置測量調整後訊號品質,若訊號品質仍無法到達要求,工程師22便需要再次進行相關基地台61~63天線角度調整。因此,現有訊號品質改善之技術,需要花費大量的時間與人力成本來進行重複性的基地台天線角度調整。同時工程師也需要長期理論與實務的培訓,才能準確調整基地台天線傾角以優化訊號品質。 In the process of adjusting the antenna angle, the engineer 22 adjusts the base. After the antenna angle of 61~63, it will reach the signal quality of the poor transmission quality reflected by the mobile communication terminal 60. If the signal quality still cannot meet the requirements, the engineer 22 needs to perform the antenna angle of the relevant base station 61~63 again. Adjustment. Therefore, the existing signal quality improvement technology requires a large amount of time and labor costs to perform repetitive base station antenna angle adjustment. At the same time, engineers also need long-term theoretical and practical training to accurately adjust the antenna tilt of the base station to optimize signal quality.

但現有基地台訊號品質改善之技術,工程師仍缺乏 全面性的資訊來輔助基地台天線角度調整,因此可能造成優化某一用戶訊號品質後,導致其他用戶訊號品質變差。雖然部分電信營運商會於基地台附近架設固定式探測器,用以收集基地台周邊的訊號品質。但由於固定探測器所架設地點為基地台附近幾十公尺內的距離,其量測之訊號品質資料,與距基地台更遠距離的用戶感受有極大落差。 However, the technology of the existing base station signal quality improvement, engineers still lack Comprehensive information to assist the base station antenna angle adjustment, which may result in optimizing the quality of a user's signal, resulting in poor quality of other users' signals. Although some telecommunications operators will set up fixed detectors near the base station to collect the signal quality around the base station. However, since the location of the fixed detector is within a few tens of meters of the base station, the measured signal quality data has a great difference from the user experience farther away from the base station.

由上述情形可知,目前基地台天線角度調整方法多 是針對一或複數個行動網路細胞之涵蓋區內特定用戶的訊號品質改善,因此常常改善某個用戶的訊號品質後,反而影響其他用戶的訊號品質,因此工程師需反覆地調整相鄰各行動網路細胞天線 角度以達到整體訊號品質之提升,調整的過程非常耗費人力時間,因此亟需一種能收集全面性網路品質資訊且自動調整基地台天線角度的系統與方法。 It can be seen from the above situation that there are many methods for adjusting the antenna angle of the base station. It is aimed at improving the signal quality of specific users in the coverage area of one or more mobile network cells. Therefore, after improving the signal quality of a user, it affects the signal quality of other users, so the engineer needs to adjust the adjacent actions repeatedly. Network cell antenna The angle is to improve the overall signal quality, and the adjustment process is very labor-intensive. Therefore, there is a need for a system and method that can collect comprehensive network quality information and automatically adjust the angle of the base station antenna.

有鑑於現有基地台訊號調整技術存在的成本與效率問題,本發明的目的在於揭露一種考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統與方法,利用包含通道傳播模型、專業場測設備與自願消費者行動通訊端所安裝之網路效能量測軟體所量得的場測資料、基地台話務報表資料與客訴資料等全面性網路品質資訊,自動調整基地台天線角度以達到行動網路細胞(Mobile Network Cell)涵蓋範圍訊號品質優化。 In view of the cost and efficiency problems of the existing base station signal adjustment technology, the present invention aims to disclose a system and method for automatically optimizing the mobile network cells of the field measurement and customer complaint information, using the channel propagation model and the professional field. Automatically adjust the antenna angle of the base station by measuring the comprehensive network quality information such as field measurement data, base station traffic report data and customer complaint data installed by the network energy measurement software installed on the mobile device of the voluntary consumer mobile communication terminal. To achieve mobile network cell coverage (Mobile Network Cell) coverage signal quality optimization.

本發明之一實施例提供了一種考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,用以調整複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括以下步驟:取得位於一目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區域內的客訴資料;切割該目標區域成為複數個子區域,其中每個子區域內包含複數個基地台組成的一基地台群組;根據該目標區域內的客訴資料,決定複數個子區域的優先權順序;依據該等子區域的優先權順序,計算優先權順序較高的子區域內該基地台群組的所有天線的傾角建議,以及參考該優先權順序較高的子區域內所計算所有天線的傾角建議,計算優先權順序較低的子區域內該基地台群組的所有天線的 傾角建議;整合該目標區域內各子區域的基地台群組的所有天線的傾角建議;以及輸出各子區域的基地台群組的所有天線的傾角建議至一天線傾角控制系統,其中該天線傾角控制系統連線控制該目標區域內每一基地台的一天線傾角致動器,且該傾角致動器根據關聯於該基地台的傾角建議調整該基地台的天線的傾角。 An embodiment of the present invention provides a method for automatically measuring the mobile network cells of the field measurement and the customer information to adjust the tilt angle of at least one antenna of the plurality of base stations, and optimize the coverage of the mobile network cells, including The following steps: obtaining field test data, base station traffic report data, and customer complaint data associated with the target area located in a target area; cutting the target area into a plurality of sub-areas, wherein each sub-area a base station group consisting of a plurality of base stations; determining a priority order of the plurality of sub-areas according to the customer complaint data in the target area; calculating a priority order according to the priority order of the sub-areas A tilt recommendation for all antennas of the base station group in the sub-area, and a tilt angle recommendation of all antennas calculated in the sub-area with the higher priority order, and calculating the base station group in the lower priority sub-area All antennas Inclination suggestion; integration of all antennas of the base station group of each sub-area in the target area; and inclination of all antennas of the base station group outputting each sub-area to an antenna tilt control system, wherein the antenna tilt angle A control system connection controls an antenna tilt actuator for each base station in the target area, and the tilt actuator adjusts the tilt angle of the antenna of the base station based on a tilt angle associated with the base station.

基於上述發明構想,其中該決定複數個子區域的優 先權順序之步驟包含各子區域內一定時間客訴資料統計,且客訴資料統計最高的子區域列為越高的優先權順序;該計算其中一子區域內該基地台群組的所有天線的傾角建議之步驟包含:根據該客訴資料統計該子區域的各基地台被客訴的數量,依被客訴的數量為順序計算出所有天線的傾角建議,其中計算出所有天線的傾角建議係參考該子區域內場地性質的通道傳播模型(Propagation Model)、場測資料、基地台話務報表資料與關聯該子區域的客訴資料,該場測資料係由專業場測設備與自願消費者之行動通訊端所安裝之網路效能量測軟體取得,該場測資料至少包含:無線資源控制協議(RRC)、訊號強度、訊號訊雜比(SNR)、基地台編號資訊、衛星定位位址。 Based on the above inventive concept, wherein the determination of the plurality of sub-regions is excellent The step of the priority sequence includes the statistics of the customer complaints in a certain period of time in each sub-area, and the sub-areas with the highest statistics of the customer complaints are listed as the higher priority order; the calculation of all the antennas of the base station group in one sub-area The steps of the dip suggestion include: counting the number of customer complaints of each base station in the sub-area according to the customer complaint data, and calculating the dip angle suggestions of all the antennas in order of the number of the customer complaints, wherein the dip angle suggestions of all the antennas are calculated. Refer to the Propagation Model of the nature of the site in the sub-area, the field test data, the base station traffic report data and the customer complaint data associated with the sub-area. The field test data is from professional field test equipment and voluntary consumption. Obtained by the network utility software installed in the mobile communication terminal, the field data includes at least: radio resource control protocol (RRC), signal strength, signal to interference ratio (SNR), base station number information, satellite positioning bit site.

本發明之另一實施例提供了一種考量場測與客訴資 訊之自動優化行動網路細胞涵蓋之系統,用以調整位於一目標區域內複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括:一數據資料庫,儲存位於該目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區 域內的客訴資料;以及一伺服器,連接該數據資料庫,並執行以下程序:切割該目標區域成為複數個子區域,每個子區域內包含複數個基地台組成的一基地台群組;根據該目標區域內的客訴資料,決定複數個子區域的優先權順序;依據該等子區域的優先權順序,計算優先權順序較高的子區域內該基地台群組的所有天線的傾角建議,以及參考該優先權順序較高的子區域內所計算所有天線的傾角建議,計算優先權順序較低的子區域內該基地台群組的所有天線的傾角建議;整合該目標區域內各子區域的基地台群組的所有天線的傾角建議;以及輸出各子區域的基地台群組的所有天線的傾角建議至一天線傾角控制系統,其中該天線傾角控制系統連線控制該目標區域內每一基地台的一天線傾角致動器,且該傾角致動器根據關聯於該基地台的傾角建議調整該基地台的天線的傾角。 Another embodiment of the present invention provides a consideration for field measurement and customer complaints. The system for automatically optimizing the mobile network cell to adjust the tilt angle of at least one antenna of a plurality of base stations in a target area, and optimize the coverage of the mobile network cells, including: a data database, stored at the target Field test data covered by a plurality of base stations in the area, base station traffic report data, and associated with the target area a customer complaint data in the domain; and a server connecting the data database and executing the following procedure: cutting the target area into a plurality of sub-areas, each sub-area comprising a base station group composed of a plurality of base stations; The customer complaint data in the target area determines the priority order of the plurality of sub-areas; and according to the priority order of the sub-areas, the inclination recommendation of all the antennas of the base station group in the sub-area with higher priority order is calculated, And referring to the inclination recommendation of all the antennas calculated in the sub-area with the higher priority order, calculating the inclination suggestions of all the antennas of the base station group in the sub-area with lower priority order; integrating the sub-areas in the target area Recommendations for the inclination of all antennas of the base station group; and the inclination of all antennas of the base station group outputting each sub-area are suggested to an antenna tilt control system, wherein the antenna tilt control system is connected to control each of the target areas An antenna tilt actuator of the base station, and the tilt actuator adjusts the base based on a tilt angle recommendation associated with the base station The inclination of the antenna.

基於上述發明構想,其中該伺服器進一步執行以下 程序:根據各子區域內一定時間客訴資料統計,且客訴資料統計最高的子區域列為越高的優先權順序;根據該客訴資料統計該子區域的各基地台被客訴的數量,依被客訴的數量為順序計算出所有天線的傾角建議;參考該子區域內的場測資料、基地台話務報表資料與關聯該子區域的客訴資料,計算各子區域內該基地台群組的所有天線的傾角建議,該場測資料係由專業場測設備與自願消費者之行動通訊端所安裝之網路效能量測軟體取得;參考該子區域內場地性質的通道傳播模型(Propagation Model),計算各子區 域內該基地台群組的所有天線的傾角建議。 Based on the above inventive concept, wherein the server further performs the following Procedure: According to the statistics of customer complaints in a certain period of time in each sub-area, and the sub-area with the highest statistics of customer complaints is listed as the higher priority order; according to the customer complaint data, the number of customer bases of each sub-area in the sub-area is counted. Calculate the inclination of all antennas in order of the number of complaints; refer to the field measurement data in the sub-area, the base station traffic report data and the customer complaint data associated with the sub-area to calculate the base in each sub-area. The inclination of all antennas of the group is recommended by the professional field measurement equipment and the network energy measurement software installed by the mobile communication end of the voluntary consumer; refer to the channel propagation model of the site nature in the sub-area (Propagation Model), calculate each sub-area Adjection recommendations for all antennas in the base station group within the domain.

本發明之又一實施例提供了一種考量場測與客訴資 訊之自動優化行動網路細胞涵蓋之系統,用以調整位於一目標區域內複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括:一數據資料庫,儲存位於一目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區域內的客訴資料;以及一伺服器,連接該數據資料庫,並執行以下程序:將複數個基地台分群為複數個基地台群組;根據該目標區域內的客訴資料,決定複數個基地台群組的優先權順序;依據該等基地台群組的優先權順序,計算較高優先權的基地台群組的所有天線的傾角建議,以及參考該較高優先權的基地台群組所計算所有天線的傾角建議,計算較低優先權的基地台群組的所有天線的傾角建議;輸出該等基地台群組的所有天線的傾角建議至一天線傾角控制系統,其中該天線傾角控制系統用以調整位於該目標區域內複數個基地台的天線的傾角。 Another embodiment of the present invention provides a consideration for field measurement and customer complaints. The automatic optimization of the mobile network cell coverage system for adjusting the tilt angle of at least one antenna of a plurality of base stations in a target area, optimizing the coverage of the mobile network cells, including: a data database, stored in a target Field test data covered by a plurality of base stations in the area, base station traffic report data and customer complaint data associated with the target area; and a server connected to the data database and executing the following procedures: multiple bases The station group is a plurality of base station groups; determining the priority order of the plurality of base station groups according to the customer complaint data in the target area; calculating the higher priority according to the priority order of the base station groups A tilt recommendation for all antennas of the base station group, and an inclination recommendation for all antennas calculated by the higher priority base station group, and a tilt recommendation for all antennas of the lower priority base station group; The tilt angle of all antennas of the equal base station group is suggested to an antenna tilt control system, wherein the antenna tilt control system is used to adjust the position A plurality of base station antenna tilt angle of the target area.

本發明之再一實施例提供了一種考量場測與客訴資 訊之自動優化行動網路細胞涵蓋之方法,用以調整位於一目標區域內複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括以下步驟:儲存位於一目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區域內的客訴資料;將複數個基地台分群為複數個基地台群組;根據關聯於各基地台群組的該客訴資料,決定複數個基地台群組的優先權 順序;依據該等基地台群組的優先權順序,計算較高優先權的基地台群組的所有天線的傾角建議,以及參考該較高優先權的基地台群組所計算所有天線的傾角建議,計算較低優先權的基地台群組的所有天線的傾角建議;以及輸出該等基地台群組的所有天線的傾角建議至一天線傾角控制系統,以調整位於該目標區域內複數個基地台的天線的傾角。 Another embodiment of the present invention provides a consideration for field measurement and customer complaints. The method of automatically optimizing the mobile network cell to adjust the tilt angle of at least one antenna of a plurality of base stations in a target area, and optimizing the coverage of the mobile network cells, including the following steps: storing a plurality of antennas located in a target area The field test data covered by the base station, the base station traffic report data and the customer complaint data associated with the target area; the plurality of base stations are grouped into a plurality of base station groups; according to the associated base station groups The customer complaint data determines the priority of a plurality of base station groups The order of inclination of all antennas of a group of higher priority base stations is calculated according to the priority order of the group of base stations, and the inclination of all antennas calculated by reference to the group of higher priority base stations Calculating the tilt angle recommendations of all antennas of the lower priority base station group; and recommending the tilt angles of all antennas outputting the base station groups to an antenna tilt control system to adjust a plurality of base stations located in the target area The inclination of the antenna.

藉由本發明之考量場測與客訴資訊之自動優化行動 網路細胞涵蓋之系統與方法,可基於全面性網路品質資訊,自動調整目標區域內所有基地台天線的傾角,使目標區域內之行動網路細胞涵蓋範圍訊號品質優化,進一步解決了傳統需由人力測量訊號並調整天線角度的問題。優化訊號品質過程採取迴圈式持續優化,使接下來每次優化都可以基於上次優化結果調整,讓基地台之行動網路細胞涵蓋範圍訊號品質能迅速提升。 Automated optimization of the field measurement and customer complaint information by the present invention The system and method covered by the network cell can automatically adjust the tilt angle of all the base station antennas in the target area based on the comprehensive network quality information, so that the mobile network cells in the target area cover the range signal quality optimization, further solving the traditional needs The problem of measuring the signal by manpower and adjusting the angle of the antenna. The optimized signal quality process adopts loop-style continuous optimization, so that each subsequent optimization can be adjusted based on the last optimization result, so that the base station's mobile network cell coverage range signal quality can be rapidly improved.

關於本發明其他附加的特徵與優點,此領域之熟習技術人士,在不脫離本發明之精神和範圍內,根據本案進行之等效修改或變更,均包含於本發明之專利範圍中。 Other equivalents and advantages of the invention are apparent to those skilled in the art, and equivalent modifications and variations are possible within the scope of the present invention without departing from the spirit and scope of the invention.

1~8‧‧‧子區域 1~8‧‧‧ sub-area

21‧‧‧客服人員 21‧‧‧Customer Service

22‧‧‧工程師 22‧‧‧ Engineer

23‧‧‧場測車 23‧‧ ‧ field test car

30‧‧‧數據資料庫 30‧‧‧Data Database

31‧‧‧專業場測車紀錄資料 31‧‧‧Professional field car record data

32‧‧‧網路效能量測軟體紀錄資料 32‧‧‧Network energy measurement software record data

33‧‧‧通道傳播模型 33‧‧‧Channel propagation model

34‧‧‧專業場測手機紀錄資料 34‧‧‧Professional field test mobile phone record information

35‧‧‧客訴數據資料 35‧‧‧Customer complaint data

36‧‧‧基地台話務報表資料 36‧‧‧Base Station Traffic Report Information

37‧‧‧智能天線調節演算法 37‧‧‧Smart Antenna Adjustment Algorithm

38‧‧‧基地台天線 38‧‧‧Base antenna

39‧‧‧監控伺服器 39‧‧‧Monitoring server

50‧‧‧自動優化行動網路細胞涵蓋系統 50‧‧‧Automatically Optimized Mobile Network Cell Coverage System

51‧‧‧天線傾角控制系統 51‧‧‧Antenna Inclination Control System

60‧‧‧行動通訊端 60‧‧‧Mobile Communications

61~63‧‧‧基地台 61~63‧‧‧Base Station

64‧‧‧目標區域內基地台 64‧‧‧Base station in the target area

65~70‧‧‧行動通訊端 65~70‧‧‧Mobile communication terminal

101~104‧‧‧步驟 101~104‧‧‧Steps

201~207‧‧‧步驟 201~207‧‧‧Steps

301~307‧‧‧步驟 301~307‧‧‧Steps

第一圖係現有基地台訊號調整方法示意圖。 The first picture is a schematic diagram of the existing base station signal adjustment method.

第二圖為一實施例有關自動優化行動網路細胞涵蓋系統示意圖。 The second figure is a schematic diagram of an embodiment of an automated optimized mobile network cell coverage system.

第三圖為一實施例有關自動優化行動網路細胞涵蓋系統架構 圖。 The third figure is an embodiment of an automatic optimization mobile network cell coverage system architecture Figure.

第四圖為另一實施例有關目標區域基地台分佈示意圖。 The fourth figure is a schematic diagram showing the distribution of the target area base station in another embodiment.

第五圖係目標區域天線傾角計算流程圖。 The fifth figure is a flow chart for calculating the antenna tilt angle of the target area.

第六圖係子區域天線傾角計算流程圖。 The sixth figure is a flow chart for calculating the dip angle of the sub-area antenna.

第七圖係網路效能量測軟體執行流程圖。 The seventh figure is a flow chart of the implementation of the network energy measurement software.

下文係根據本發明的具體實施例並參照圖式描述之,於下文中更完整說明本文標的內容,這些圖式係形成本發明的一部分,且其係藉由描述方式來說明特定的例示具體實施例。然而,標的內容係可實施為各種不同的形式,因此,涵蓋的或主張的標的內容係應解釋為不限於本文所提出的任何例示具體實施例;例示具體實施例係僅提供作為說明之用。同樣地,本發明意指所涵蓋或主張之標的內容的合理廣泛範圍;其中包括,例如標的內容係可具現為軟體、裝置、方法或系統。因此,下述詳細說明並非對所主張範疇之限制。 The following is a more complete description of the subject matter of the present invention, which is set forth in the <Desc/Clms Page number> example. However, the subject matter of the subject matter may be embodied in a variety of different forms, and thus the subject matter of the subject matter is not to be construed as being limited to the exemplified embodiments. As such, the present invention is intended to cover a broad range of the subject matter of the subject matter of the invention, including, for example, the subject matter can be embodied as a software, device, method, or system. Therefore, the following detailed description is not a limitation of the claimed scope.

本發明中行動網路細胞係指基地台以方向性天線以及無線頻段構成之單位涵蓋範圍,每一基地台的行動網路細胞數量因不同行動通訊技術以及該地話務需求而異。 The mobile network cell in the present invention refers to the unit coverage of the base station by the directional antenna and the wireless frequency band, and the number of mobile network cells of each base station varies according to different mobile communication technologies and local traffic requirements.

請參閱第二圖,第二圖係本發明一實施例有關自動優化行動網路細胞涵蓋系統示意圖,其中示意圖包含行動通訊端65~70、基地台61~63、客服人員21、工程師22、場測車23、自動 優化行動網路細胞涵蓋系統50與天線傾角控制伺服器51。 Please refer to the second figure. The second figure is a schematic diagram of an automatic optimization mobile network cell coverage system according to an embodiment of the present invention. The schematic diagram includes a mobile communication terminal 65-70, a base station 61-63, a customer service staff 21, an engineer 22, and a field. Car 23, automatic The mobile network cell coverage system 50 and the antenna tilt control server 51 are optimized.

如第二圖中所示,自動優化行動網路細胞涵蓋系統 50取得位於一目標區域內複數個基地台61~63所涵蓋的場測資料、基地台話務報表資料以及關聯於目標區域內的客訴資料,並儲存於自動優化行動網路細胞涵蓋系統50內一數據資料庫,其中場測資料係由專業場測設備與自願消費者之行動通訊端65~70取得。 Automatically optimize the mobile network cell coverage system as shown in the second figure 50 Obtaining field test data, base station traffic report data, and customer complaint data associated with the target area located in a plurality of base stations 61-63 in a target area, and storing in the automatic optimization action network cell coverage system 50 The internal data database, in which the field measurement data is obtained by the professional field measurement equipment and the mobile communication end of the voluntary consumer 65~70.

專業場測設備係指電信營運商工程師22用來測量基 地台天線訊號的專業場測手機或場測車23。自願消費者之行動通訊端65~70係指自願提供行動通訊端之相關資訊至自動優化行動網路細胞涵蓋系統50之消費者或用戶。 Professional field test equipment refers to the telecommunication operator engineer 22 used to measure the base The professional field measurement mobile phone or field test vehicle 23 of the ground antenna signal. The mobile consumer side of the voluntary consumer 65~70 refers to the voluntary provision of information about the mobile communication terminal to the consumer or user of the automated optimization mobile network cell coverage system 50.

基地台話務報表資料係指目標區域內基地台61~63 之相關基地台話務量、負載歷史紀錄與訊號品質紀錄。客訴資料係指於目標區域內行動通訊端65~70反映給電信營運商客服人員21之傳輸品質問題紀錄。 The base station traffic report data refers to the base station 61~63 in the target area. Related base station traffic, load history and signal quality records. The customer complaint data refers to the transmission quality problem record reflected to the telecom operator's customer service staff 21 in the mobile communication terminal 65~70 in the target area.

自動優化行動網路細胞涵蓋系統50內一伺服器連接 該數據資料庫,該伺服器將會依目標區域內的客訴資料,決定基地台天線傾角調整的優先權順序,例如第二圖中行動通訊端65向客服人員21反映訊號品質需改善,客服人員21便會將行動通訊端65的客訴數據資料儲存至數據資料庫,考量場測與客訴資訊之自動優化行動網路細胞涵蓋系統50依數據資料庫內客訴數據資料計算出基地台61天線傾角調整的優先權順序最高,再依序計算目標 區域內其他基地台之優先順序。 Automatically optimize the mobile network cell coverage system within a server connection 50 The data database, the server will determine the priority order of the base station antenna tilt adjustment according to the customer complaint data in the target area, for example, the mobile communication terminal 65 in the second figure reflects the signal quality improvement to the customer service staff 21, customer service The staff 21 will store the customer complaint data of the mobile communication terminal 65 into the data database, and consider the automatic optimization action network of the field measurement and the customer complaint information. The cell coverage system 50 calculates the base station according to the data of the customer complaint data in the data database. 61 antenna tilt adjustment has the highest priority order, and then calculates the target sequentially The priority order of other base stations in the region.

當自動優化行動網路細胞涵蓋系統50調整基地台61 時,係參考目標區域場地性質的通道傳播模型與該數據資料庫內儲存的資訊,自動優化行動網路細胞涵蓋系統50計算出基地台61~63天線傾角調整的角度後,整合目標區域內基地台的所有天線的傾角建議,輸出各基地台的所有天線傾角建議至天線傾角控制系統51,其中天線傾角控制系統51連線控制目標區域內每一基地台的天線傾角致動器。 When the automatic optimization mobile network cell coverage system 50 adjusts the base station 61 Referring to the channel propagation model of the target area and the information stored in the data database, the mobile network cell coverage system 50 automatically calculates the angle of the antenna tilt adjustment of the base station 61~63, and integrates the base in the target area. The tilt angle of all antennas of the station is recommended to output all antenna tilt angles of each base station to the antenna tilt control system 51, wherein the antenna tilt control system 51 is connected to control the antenna tilt actuator of each base station in the target area.

自動優化行動網路細胞涵蓋系統50計算出的天線的 傾角建議不僅是依據基地台話務報表資料、工程師22的專業場測手機或場測車23所測量到的資訊,更是基於貼近用戶之行動通訊端65~70所獲得的場測資料,讓優化後的天線傾角能使客訴率較高的基地台區域內用戶品質大幅提升。同時可節省工程師至基地台反覆調整天線的時間與人力成本,並達到即時自動優化基地台之行動網路細胞涵蓋範圍訊號品質的需求。 Automatically optimize the mobile network cell coverage system 50 to calculate the antenna The dip angle recommendation is not only based on the base station traffic report data, the professional field measurement mobile phone or the field measurement vehicle 23 of the engineer 22, but also based on the field measurement data obtained by the user's mobile communication terminal 65~70. The optimized antenna tilt angle can greatly improve the quality of users in the base station area with higher customer complaint rate. At the same time, it can save the time and labor cost of the engineer to the base station to adjust the antenna repeatedly, and achieve the requirement of real-time automatic optimization of the signal quality of the mobile network cell coverage of the base station.

第三圖係一實施例有關自動優化行動網路細胞涵蓋 系統架構圖。 The third diagram is an embodiment of an automated optimized mobile network cell coverage System architecture diagram.

如第三圖所示,自動優化行動網路細胞涵蓋系統內 數據資料庫30儲存專業場測車紀錄資料31、網路效能量測軟體紀錄資料32、通道傳播模型33、專業場測手機紀錄資料34、客訴數據資料35與基地台話務報表資料36,並將儲存於數據資料庫30內的資料傳輸至本實施例中之智能天線調節演算法37進行分析運 算。 As shown in the third figure, the automatic optimization of mobile network cells covers the system. The data database 30 stores the professional field test record data 31, the network effect energy test software record data 32, the channel communication model 33, the professional field test mobile phone record data 34, the customer complaint data data 35 and the base station traffic report data 36, The data stored in the data database 30 is transmitted to the smart antenna adjustment algorithm 37 in the embodiment for analysis and transportation. Count.

專業場測車紀錄資料31為利用場測車所取得的無線 資源控制協議(RRC)、訊號強度、訊號訊雜比(SNR)、基地台編號資訊、衛星定位位址等資訊。 The professional field test vehicle record data 31 is the wireless obtained by using the field test vehicle. Resource Control Protocol (RRC), signal strength, signal to interference ratio (SNR), base station number information, satellite positioning address and other information.

通道傳播模型33係指在各種環境下發射端與接收端 間訊號衰減程度的模型,例如開闊空間、市區、大樓及郊外等各種不同環境,可根據每個環境的特色與差異模擬出訊號衰減程度。依各基地台所屬環境,智能天線調節演算法37計算出的基地台天線角度與訊號強度會更加準確。 The channel propagation model 33 refers to the transmitting end and the receiving end in various environments. Models of signal attenuation, such as open space, urban areas, buildings, and suburbs, can simulate the degree of signal attenuation based on the characteristics and differences of each environment. According to the environment of each base station, the antenna antenna angle and signal strength calculated by the smart antenna adjustment algorithm 37 are more accurate.

專業場測手機紀錄資料34為電信營運商工程師利用專業場測手機在各場所測量到的無線資源控制協議(RRC)、訊號強度、訊號訊雜比(SNR)、基地台編號資訊、衛星定位位址等資訊,專業場測手機可以測量場測車無法到達之巷道或建築物內部等地點,提供更密集的紀錄資料 The professional field test mobile phone record data 34 is the radio resource control protocol (RRC), signal strength, signal-to-noise ratio (SNR), base station number information, satellite positioning bit measured by the telecom operator engineers using professional field test mobile phones in various places. Information such as the location, the professional field test mobile phone can measure the location of the roadway or the interior of the building that the field test vehicle cannot reach, providing more intensive record data.

網路效能量測軟體紀錄資料32為從自願消費者之行動通訊端取得之場測資料,場測資料包含訊號強度、訊號訊雜比(SNR)、基地台編號資訊、衛星定位位址。網路效能量測軟體紀錄資料32相比於傳統電信營運商工程師利用專業場測車紀錄資料31與專業場測手機34所得之場測資料,從自願消費者之行動通訊端取得之網路效能量測軟體紀錄資料32能有更多的量測樣本數,並且能夠取得眾多使用者裝置種類與款示的場測樣本,提供與使用者經驗相符的場測數據。 The network energy measurement software record data 32 is field measurement data obtained from the mobile communication end of the voluntary consumer. The field measurement data includes signal strength, signal to interference ratio (SNR), base station number information, and satellite positioning address. The network performance measurement software record data 32 is compared with the traditional telecom operator engineers using the professional field test vehicle record data 31 and the professional field test mobile phone 34 field test data, from the mobile communication end of the voluntary consumer mobile communication end The measurement software record data 32 can have more measurement sample numbers, and can obtain a plurality of user device types and field test samples, and provide field measurement data consistent with the user experience.

客訴數據資料35為電信營運商之用戶或消費者向客 服人員反應訊號傳輸品質之問題紀錄,智能天線調節演算法37可以根據目標區域一定時間內的客訴資料統計,排序出天線調節優先權順序。基地台話務報表資料36讓智能天線調節演算法37可以將各基地台話務量、負載歷史紀錄與訊號品質資料納入考量因素之一。 Customer complaint data 35 is for customers or consumers of telecom operators The service personnel respond to the problem of signal transmission quality. The smart antenna adjustment algorithm 37 can sort the antenna adjustment priority order according to the customer complaint data statistics in the target area for a certain period of time. The base station traffic report data 36 allows the smart antenna adjustment algorithm 37 to take into account one of the base station traffic, load history, and signal quality data.

智能天線調節演算法37將儲存於數據資料庫30的所 有資料當作基地台訊號優化的參數,計算所有基地台天線的傾角建議。智能天線調節演算法37整合目標區域內所有基地台天線的傾角建議,輸出所有基地台天線的傾角建議至一天線傾角控制系統51,天線傾角控制系統51連線控制目標區域內基地台天線38,基地台天線38的天線傾角致動器根據關聯於該基地台的傾角建議,調整該基地台一或複數個天線的傾角。 The smart antenna adjustment algorithm 37 will be stored in the data repository 30 Some data are used as parameters for base station signal optimization, and the inclination of all base station antennas is calculated. The smart antenna adjustment algorithm 37 integrates the tilt angle suggestions of all base station antennas in the target area, and outputs the tilt angle suggestions of all the base station antennas to an antenna tilt control system 51, and the antenna tilt control system 51 connects the base station antennas 38 in the target area. The antenna tilt actuator of the base station antenna 38 adjusts the tilt angle of the one or more antennas of the base station based on the tilt angle recommendations associated with the base station.

工程師可以透過監控伺服器39觀察天線傾角控制系統51的控制狀態,如果認為智能天線調節演算法37的計算結果需要調整,工程師可以透過監控伺服器39直接修改基地台天線38的傾角,藉此可以隨時依據實際需求調整演算法計算結果 The engineer can observe the control state of the antenna tilt control system 51 through the monitoring server 39. If the calculation result of the smart antenna adjustment algorithm 37 is required to be adjusted, the engineer can directly modify the tilt angle of the base station antenna 38 through the monitoring server 39, thereby Adjust the calculation results of the algorithm at any time according to actual needs.

第四圖係另一實施例有關目標區域基地台分佈示意圖。 The fourth figure is a schematic diagram showing the distribution of the target area base station in another embodiment.

如第四圖所示,在地圖上為目標區域內基地台64分佈的狀況,目標區域內基地台64為第四圖中複數個黑色菱形形狀的基地台。此實施例中將目標區域劃分出八個子區域1~8,其中每 個子區域內包含複數個基地台組成的一基地台群組。 As shown in the fourth figure, on the map, the base station 64 in the target area is distributed. The base station 64 in the target area is a plurality of base stations of a black diamond shape in the fourth figure. In this embodiment, the target area is divided into eight sub-areas 1-8, each of which Each sub-area contains a base station group composed of a plurality of base stations.

在此實施例中自動優化行動網路細胞涵蓋系統將根 據該目標區域內的客訴資料,決定每一子區域計算天線傾角的優先權順序。而每一子區域中的基地台同樣依被客訴的數量為順序計算出所有天線的傾角建議。例如:子區域6為客訴傳輸品質需改善程度最高的子區域,其餘子區域的客訴程度依序為子區域4、子區域2、子區域3、子區域5、子區域8、子區域7與子區域1。 Automatically optimize the mobile network cell coverage system in this embodiment will root According to the customer complaint data in the target area, the priority order of the antenna inclination is calculated for each sub-area. The base station in each sub-area also calculates the inclination of all antennas in the order of the number of complaints. For example, sub-region 6 is the sub-region with the highest degree of improvement in the quality of the customer complaint. The degree of customer complaint in the remaining sub-regions is sub-region 4, sub-region 2, sub-region 3, sub-region 5, sub-region 8, sub-region. 7 with sub-area 1.

自動優化行動網路細胞涵蓋系統會將子區域6列為 優先權順序第一的子區域,接著計算子區域6內的基地台天線傾角建議,子區域6內的基地台天線的傾角計算順序是依據被各基地台用戶客訴的數量為順序。當子區域6內的基地台天線傾角皆計算完成後,自動優化行動網路細胞涵蓋系統將繼續計算子區域4內的基地台天線傾角計算,其餘子區域也依相同步驟完成天線傾角計算。其中自動優化行動網路細胞涵蓋系統以數據資料庫內資料作為計算天線傾角的依據,數據資料庫內資料至少包含但不受限於專業場測車紀錄資料、網路效能量測軟體紀錄資料、通道傳播模型、專業場測手機紀錄資料、客訴數據資料與基地台話務報表資料。 Automatically optimize the mobile network cell coverage system will sub-area 6 The sub-region with the first priority order, then the base station antenna tilt angle in the sub-region 6 is calculated, and the dip angle calculation order of the base station antenna in the sub-region 6 is in the order of the number of users per base station. After the base station antenna tilt angle in the sub-area 6 is calculated, the automatic optimization mobile network cell coverage system will continue to calculate the base station antenna tilt angle calculation in the sub-area 4, and the remaining sub-areas also complete the antenna tilt calculation according to the same steps. The automatic optimization mobile network cell coverage system uses the data in the data database as the basis for calculating the antenna inclination angle, and the data in the data database includes at least but not limited to the professional field vehicle measurement data, the network utility energy measurement software record data, Channel propagation model, professional field measurement mobile phone record data, customer complaint data and base station traffic report data.

第五圖係目標區域天線傾角計算流程圖。 The fifth figure is a flow chart for calculating the antenna tilt angle of the target area.

如第五圖所示,自動優化行動網路細胞涵蓋方法包 括以下步驟:取得目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料及客訴資料(步驟101),切割目標區域成為複 數個子區域,其中每個子區域內包含複數個基地台組成的一基地台群組,根據該目標區域內的客訴資料建立子區域優先權順序(步驟102),依子區域優先權順序,計算各子區域天線的傾角建議,其中優先權順序較低的子區域會參考優先權順序較高子區域內天線傾角的計算結果(步驟103),整合目標區域內各子區域所有天線的傾角建議,輸出所有基地台天線的傾角建議至一天線傾角控制系統(步驟104)。 Automatically optimize the mobile network cell coverage method package as shown in the fifth figure The following steps are included: obtaining field test data covered by a plurality of base stations in the target area, base station traffic report data and customer complaint data (step 101), and cutting the target area becomes a complex a plurality of sub-areas, wherein each sub-area comprises a base station group consisting of a plurality of base stations, and the sub-area priority order is established according to the customer complaint data in the target area (step 102), and each sub-area priority order is calculated. The dip angle of the sub-area antenna is suggested, wherein the sub-area with lower priority order refers to the calculation result of the antenna inclination in the sub-area with higher priority order (step 103), and the inclination recommendation of all antennas in each sub-area in the target area is integrated, and the output is output. The tilt angle of all base station antennas is recommended to an antenna tilt control system (step 104).

目標區域天線傾角的計算流程採取迴圈式持續優 化,也就是步驟104後,自動優化行動網路細胞涵蓋系統可以基於在預定的時間再次執行步驟101,而再次執行的步驟101是基於上一次調整後的場測資料、基地台話務報表資料及客訴資料。迴圈式的流程可以使接下來每次優化都可以基於上次優化結果調整,讓基地台訊號品質能迅速提升。 The calculation process of the antenna tilt angle of the target area adopts the loop continuous optimization After step 104, the automatic optimization mobile network cell coverage system can perform step 101 again based on the predetermined time, and the step 101 performed again is based on the last adjusted field measurement data, base station traffic report data. And customer complaints. The loop-style process allows each subsequent optimization to be adjusted based on the last optimization result, so that the base station signal quality can be quickly improved.

第六圖係子區域天線傾角計算流程圖,亦為第五圖 中步驟103計算子區域天線傾角的詳細流程圖。 The sixth figure is a flow chart for calculating the dip angle of the sub-area antenna, which is also the fifth picture. In step 103, a detailed flowchart of calculating the tilt angle of the sub-area antenna is performed.

如第六圖所示,選擇計算天線傾角的子區域(步驟 201),輸入相鄰優先權較高的子區域之天線傾角建議、子區域場測資料與客訴資料、子區域通道傳播模型與基地台話務報表資料(步驟202~204),以子區域內客訴資料統計最高的基地台為順序,計算天線的傾角建議(步驟205),子區域內基地台天線傾角完成計算(步驟206),完成所選擇子區域天線傾角計算(步驟207)。 As shown in the sixth figure, select the sub-area that calculates the antenna tilt (step 201), input antenna tilt recommendation of sub-area with higher adjacent priority, sub-area field test data and customer complaint data, sub-area channel propagation model and base station traffic report data (steps 202-204), to sub-area The base station with the highest internal data of the internal complaints is in order, and the inclination of the antenna is calculated (step 205), and the base station antenna inclination in the sub-area is calculated (step 206), and the selected sub-area antenna inclination calculation is completed (step 207).

第七圖係網路效能量測軟體執行流程圖,網路效能 量測軟體安裝於自願提供相關資訊至自動優化行動網路細胞涵蓋系統之消費者或用戶之行動通訊端。 The seventh picture is the flow chart of the network energy measurement software implementation, network performance The measurement software is installed on the mobile communication side of the consumer or user who voluntarily provides relevant information to the automated channel network coverage system.

如第七圖所示,當用戶之行動通訊端執行網路效能量測軟體後(步驟301),網路效能量測軟體接收一啟動量測指令(步驟302),顯示一提示視窗,供用戶輸入量測的時間間隔(步驟303),輸入完成後便開始量測網路效能(步驟304),當網路效能量測軟體接收一停止量測指令(步驟305)或量測資訊到達設定數量(步驟306),將上傳場測資料至數據資料庫(步驟307)。場測資料包含但不受限於用戶行動通訊端之訊號強度、訊號訊雜比(SNR)、基地台編號資訊、衛星定位位址等資訊。用戶行動通訊端可以取得的場測資料種類,會依據行動通訊端的軟體與硬體而不同。 As shown in the seventh figure, after the user's mobile communication terminal executes the network utility software (step 301), the network utility software receives a start measurement command (step 302), and displays a prompt window for the user. Entering the time interval of the measurement (step 303), after the input is completed, measuring the network performance (step 304), when the network utility software receives a stop measurement command (step 305) or the measurement information reaches the set quantity. (Step 306), the field test data will be uploaded to the data library (step 307). The field test data includes but is not limited to the signal strength, signal to interference ratio (SNR), base station number information, satellite positioning address and other information of the user mobile communication terminal. The type of field test data that can be obtained by the user's mobile communication terminal will be different depending on the software and hardware of the mobile communication end.

在詳細說明本發明的較佳實施例之後,熟悉該項技術人士可清楚的瞭解,在不脫離下述申請專利範圍與精神下可進行各種變化與改變,均包含於本發明之專利範圍中,且本發明亦不受限於說明書中所舉實施例的實施方式。 Having described the preferred embodiments of the present invention, it will be understood by those skilled in the art that various changes and modifications can be made without departing from the scope of the invention. The invention is also not limited to the embodiments of the embodiments set forth in the specification.

30‧‧‧數據資料庫 30‧‧‧Data Database

31‧‧‧專業場測車紀錄資料 31‧‧‧Professional field car record data

32‧‧‧網路效能量測軟體紀錄資料 32‧‧‧Network energy measurement software record data

33‧‧‧通道傳播模型 33‧‧‧Channel propagation model

34‧‧‧專業場測手機紀錄資料 34‧‧‧Professional field test mobile phone record information

35‧‧‧客訴數據資料 35‧‧‧Customer complaint data

36‧‧‧基地台話務報表資料 36‧‧‧Base Station Traffic Report Information

37‧‧‧智能天線調節演算法 37‧‧‧Smart Antenna Adjustment Algorithm

38‧‧‧基地台天線 38‧‧‧Base antenna

39‧‧‧監控伺服器 39‧‧‧Monitoring server

51‧‧‧天線傾角控制系統 51‧‧‧Antenna Inclination Control System

Claims (15)

一種考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,用以調整複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括以下步驟:取得位於一目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區域內的客訴資料;切割該目標區域成為複數個子區域,其中每個子區域內包含複數個基地台組成的一基地台群組;根據該目標區域內的客訴資料,決定複數個子區域的優先權順序;依據該等子區域的優先權順序,計算優先權順序較高的子區域內該基地台群組的所有天線的傾角建議,以及參考該優先權順序較高的子區域內所計算所有天線的傾角建議,計算優先權順序較低的子區域內該基地台群組的所有天線的傾角建議;整合該目標區域內各子區域的基地台群組的所有天線的傾角建議;以及輸出各子區域的基地台群組的所有天線的傾角建議至一天線傾角控制系統,其中該天線傾角控制系統連線控制該目標區域內每一基地台的一天線傾角致動器,且該天線傾角致動器根據關聯於該基地台的傾角建議調整該基地台的天線的傾角。 An automatic optimization action network cell method for measuring field measurement and customer complaint information for adjusting the inclination of at least one antenna of a plurality of base stations, and optimizing the coverage of the mobile network cells, comprising the steps of: obtaining a target area The field measurement data covered by the plurality of base stations, the base station traffic report data, and the customer complaint data associated with the target area; cutting the target area into a plurality of sub-areas, wherein each sub-area comprises a plurality of base stations a base station group; determining a priority order of the plurality of sub-areas according to the customer complaint data in the target area; and calculating the base station group in the sub-area with a higher priority order according to the priority order of the sub-areas Recommendations for the inclination of all antennas, and the inclination recommendations for all antennas calculated in the sub-area with a higher priority order, and the inclination recommendations for all antennas of the base station group in the sub-area with lower priority order; Advance suggestions for all antennas of the base station group of each sub-area in the target area; and output sub-areas The tilt angle of all antennas of the base station group is suggested to an antenna tilt control system, wherein the antenna tilt control system is connected to control an antenna tilt actuator of each base station in the target area, and the antenna tilt actuator is based on The tilt angle associated with the base station is recommended to adjust the tilt of the antenna of the base station. 如申請專利範圍第1項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,其中該場測資料包含由專業場測設備與自願消費者行動通訊端所安裝之網路效能量測軟體取得。 The method for automatically optimizing the mobile network cells of the field test and the customer complaint information, as described in the first paragraph of the patent application scope, wherein the field test data includes a network installed by a professional field test device and a voluntary consumer mobile communication terminal. The energy measurement software is obtained. 如申請專利範圍第1項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,其中該決定複數個子區域的優先權順序之步驟包含各子區域內一定時間客訴資料統計,且客訴資料統計最高的子區域列為越高的優先權順序。 For example, in the method of claim 1, the method for determining the priority order of the plurality of sub-areas includes the statistics of the customer complaint data in each sub-area. The sub-area with the highest customer statistics is listed as the higher priority order. 如申請專利範圍第1項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,其中該計算其中一子區域內該基地台群組的所有天線的傾角建議之步驟包含:根據該客訴資料統計該子區域的各基地台被客訴的數量,依被客訴的數量為順序計算出所有天線的傾角建議。 The method for automatically optimizing the mobile network cells of the field test and the customer complaint information as described in claim 1 of the patent application, wherein the step of calculating the inclination of all the antennas of the base station group in one of the sub-areas includes: According to the customer complaint data, the number of customer complaints of each base station in the sub-area is calculated, and the inclination angle recommendations of all antennas are calculated in order of the number of customer complaints. 如申請專利範圍第1項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,其中該計算其中一子區域內該基地台群組的所有天線的傾角建議之步驟包含:參考場測資料、基地台話務報表資料與關聯該子區域的客訴資料,該場測資料係由專業場測設備與自願消費者行動通訊端所安裝之網路效能量測軟體取得。 The method for automatically optimizing the mobile network cells of the field test and the customer complaint information as described in claim 1 of the patent application, wherein the step of calculating the inclination of all the antennas of the base station group in one of the sub-areas includes: The field test data, the base station traffic report data and the customer complaint data associated with the sub-area are obtained by the professional field measuring device and the network utility energy measuring software installed by the voluntary consumer mobile communication terminal. 如申請專利範圍第5項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,其中該計算其中一子區域內該基地台群組的所有天線的傾角建議之步驟包含:參考該子區域內場地性質的通道傳播模型(Propagation Model)。 The method for automatically optimizing the mobile network cells of the field test and the customer complaint information as described in claim 5, wherein the step of calculating the inclination of all the antennas of the base station group in one of the sub-areas includes: Refer to the Propagation Model of the nature of the site in this sub-area. 如申請專利範圍第5項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,其中由專業場測設備與自願消費者之行動通訊端取得的該場測資料至少包含:無線資源控制協議(RRC)、訊號強度、訊號訊雜比(SNR)、基地台編號資訊、衛星定位位址。 For example, the method for automatically optimizing the mobile network cells of the field test and the customer complaint information mentioned in the fifth paragraph of the patent application scope, wherein the field test data obtained by the professional field measuring device and the mobile communication end of the voluntary consumer includes at least: Radio Resource Control Protocol (RRC), signal strength, signal to interference ratio (SNR), base station number information, satellite positioning address. 如申請專利範圍第7項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,其中從自願消費者之行動通訊端所安裝之網路效能量測軟體取得之場測資料為訊號強度、訊號訊雜比(SNR)、基地台編號資訊、衛星定位位址。 The method for automatically optimizing the mobile network cells of the field test and the customer complaint information, as described in the seventh paragraph of the patent application scope, wherein the field measurement data obtained from the network utility energy measurement software installed on the mobile communication end of the voluntary consumer is obtained. For signal strength, signal-to-noise ratio (SNR), base station number information, satellite positioning address. 一種考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統,用以調整位於一目標區域內複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括:一數據資料庫,儲存位於該目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區域內的客訴資料;以及一伺服器,連接該數據資料庫,並執行以下程序:切割該目標區域成為複數個子區域,每個子區域內包含複數個基地台組成的一基地台群組;根據該目標區域內的客訴資料,決定複數個子區域的優先權順序;依據該等子區域的優先權順序,計算優先權順序較高的子區域內該基地台群組的所有天線的傾角建議,以及參考該優先 權順序較高的子區域內所計算所有天線的傾角建議,計算優先權順序較低的子區域內該基地台群組的所有天線的傾角建議;整合該目標區域內各子區域的基地台群組的所有天線的傾角建議;以及輸出各子區域的基地台群組的所有天線的傾角建議至一天線傾角控制系統,其中該天線傾角控制系統連線控制該目標區域內每一基地台的一天線傾角致動器,且該天線傾角致動器根據關聯於該基地台的傾角建議調整該基地台的天線的傾角。 An automatic optimization mobile network cell coverage system for measuring field measurement and customer complaint information for adjusting the tilt angle of at least one antenna of a plurality of base stations in a target area, and optimizing the coverage of the mobile network cells, including: a data a database storing field measurement data, base station traffic report data, and customer complaint data associated with the target area in the target area; and a server connecting the data database and executing The following procedure: cutting the target area into a plurality of sub-areas, each sub-area comprising a plurality of base station groups composed of a plurality of base stations; determining a priority order of the plurality of sub-areas according to the customer complaint data in the target area; The priority order of the sub-regions, the dip recommendation of all antennas of the base station group in the sub-area with a higher priority order, and the reference to the priority The tilt angle of all antennas calculated in the sub-region with higher order of weight is recommended to calculate the tilt angle of all antennas of the base station group in the sub-area with lower priority order; the base station group integrating each sub-area in the target region The inclination of all the antennas of the group is recommended; and the inclination of all the antennas of the base station group outputting each sub-area is suggested to an antenna inclination control system, wherein the antenna inclination control system is connected to control one day of each base station in the target area. A line tilt actuator, and the antenna tilt actuator adjusts the tilt of the antenna of the base station based on a tilt angle associated with the base station. 如申請專利範圍第9項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統,其中該伺服器進一步執行以下程序:根據各子區域內一定時間客訴資料統計,且客訴資料統計最高的子區域列為越高的優先權順序。 For example, the system for measuring the field measurement and the customer complaint information automatically optimizes the action network cell coverage as described in claim 9 of the patent application scope, wherein the server further performs the following procedure: according to the statistics of the customer complaints in a certain period of time in each sub-area, and The sub-areas with the highest statistical data are listed as the higher priority order. 如申請專利範圍第9項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統,其中該伺服器進一步執行以下程序:根據該客訴資料統計該子區域的各基地台被客訴的數量,依被客訴的數量為順序計算出所有天線的傾角建議。 The system for automatically optimizing the mobile network cell of the field measurement and the customer complaint information, as described in claim 9 of the patent application scope, wherein the server further performs the following procedure: counting the base stations of the sub-area according to the customer complaint data The number of customer complaints is calculated in the order of the number of customer complaints. 如申請專利範圍第9項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統,其中該伺服器進一步執行以下程序:參考該子區域內的場測資料、基地台話務報表資料與關聯該子區域的客訴資料,計算各子區域內該基地台群組的所有天線的傾角建議,該場測資料係由專業場測設備與自願消費者之行動通訊端所安裝之網路效能量測軟體取得。 The system for automatically optimizing the mobile network cells, which is considered in the scope of claim 9 and the customer complaint information, wherein the server further performs the following procedure: referencing the field measurement data in the sub-area, base station traffic The report data and the customer complaint data associated with the sub-area are used to calculate the inclination angle of all the antennas of the base station group in each sub-area, and the field test data is installed by the professional field measuring device and the mobile communication end of the voluntary consumer. The network energy measurement software is obtained. 如申請專利範圍第12項所述考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統,其中該伺服器進一步執行以下程序:參考該子區域內場地性質的通道傳播模型(Propagation Model),計算各子區域內該基地台群組的所有天線的傾角建議。 For example, the system for measuring the field and the customer complaint information automatically optimizes the mobile network cell coverage as described in claim 12, wherein the server further performs the following procedure: referencing the channel propagation model of the site nature in the sub-area (Propagation Model) ), calculate the tilt angle recommendations for all antennas of the base station group in each sub-area. 一種考量場測與客訴資訊之自動優化行動網路細胞涵蓋之系統,用以調整位於一目標區域內複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括:一數據資料庫,儲存位於一目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區域內的客訴資料;以及一伺服器,連接該數據資料庫,並執行以下程序:將複數個基地台分群為複數個基地台群組;根據該目標區域內的客訴資料,決定複數個基地台群組的優先權順序;依據該等基地台群組的優先權順序,計算較高優先權的基地台群組的所有天線的傾角建議,以及參考該較高優先權的基地台群組所計算所有天線的傾角建議,計算較低優先權的基地台群組的所有天線的傾角建議;輸出該等基地台群組的所有天線的傾角建議至一天線傾角控制系統,其中該天線傾角控制系統用以調整位於該目標區域內複數個基地台的天線的傾角。 An automatic optimization mobile network cell coverage system for measuring field measurement and customer complaint information for adjusting the tilt angle of at least one antenna of a plurality of base stations in a target area, and optimizing the coverage of the mobile network cells, including: a data a database for storing field test data, base station traffic report data, and customer complaint data associated with the target area in a target area; and a server connecting the data database and executing The following procedure: grouping a plurality of base stations into a plurality of base station groups; determining a priority order of the plurality of base station groups according to the customer complaint data in the target area; according to the priority order of the base station groups Calculating the tilt angle recommendations of all antennas of the higher priority base station group, and calculating the tilt angle recommendations of all antennas calculated by the higher priority base station group, calculating all of the lower priority base station groups The inclination of the antenna is recommended; the inclination of all antennas outputting the group of base stations is recommended to an antenna tilt control system, wherein the antenna is tilted The control system for adjusting the inclination of a plurality of antennas located at a base station within the target area. 一種考量場測與客訴資訊之自動優化行動網路細胞涵蓋之方法,用以調整複數個基地台之至少一天線的傾角,優化行動網路細胞涵蓋範圍,包括以下步驟:儲存位於一目標區域內複數個基地台所涵蓋的場測資料、基地台話務報表資料以及關聯於該目標區域內的客訴資料;將複數個基地台分群為複數個基地台群組;根據關聯於各基地台群組的該客訴資料,決定複數個基地台群組的優先權順序;依據該等基地台群組的優先權順序,計算較高優先權的基地台群組的所有天線的傾角建議,以及參考該較高優先權的基地台群組所計算所有天線的傾角建議,計算較低優先權的基地台群組的所有天線的傾角建議;以及輸出該等基地台群組的所有天線的傾角建議至一天線傾角控制系統,以調整位於該目標區域內複數個基地台的天線的傾角。 An automatic optimization action network cell method for considering field measurement and customer complaint information, which is used to adjust the inclination of at least one antenna of a plurality of base stations, and optimize the coverage of the mobile network cells, including the following steps: storing in a target area Field measurement data covered by a plurality of base stations, base station traffic report data, and customer complaint data associated with the target area; grouping a plurality of base stations into a plurality of base station groups; according to association with each base station group The customer complaint data of the group determines the priority order of the plurality of base station groups; according to the priority order of the group of base stations, the inclination recommendation of all antennas of the higher priority base station group is calculated, and the reference is made A tilt recommendation for all antennas calculated by the higher priority base station group, a tilt angle recommendation for all antennas of the lower priority base station group; and an inclination recommendation for all antennas outputting the base station group to An antenna tilt control system for adjusting the tilt of an antenna located in a plurality of base stations in the target area.
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