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1. 发明申请

WO2015158399A1 METHOD AND SYSTEM FOR IDENTIFYING SIGNIFICANT LOCATIONS THROUGH DATA OBTAINABLE FROM A TELECOMMUNICATION NETWORK 审中-公开
标题翻译：通过电信网络获取数据识别重要位置的方法和系统
公开(公告)号：WO2015158399A1
公开(公告)日：2015-10-22
申请号：PCT/EP2014/058003
申请日：2014-04-18
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , GALASSI, Marco , MAMEI, Marco
IPC分类号： H04L29/08 , H04W4/02
CPC分类号： H04W4/029 , H04L67/16
摘要： A method for identifying and locating at least one relevant location visited by at least one individual within a geographical area served by a wireless telecommunication network is proposed. The method comprising the following steps: selecting (203) a predetermined time period ( T ) over which the identifying and locating of the at least one relevant location have to be performed, selecting (206,209) a typology of relevant location to be identified and located, retrieving (218) recorded time and position data recorded by the telecommunication network and regarding events ( e i ) in which a user equipment carried by the at least one individual interacted with the telecommunication network, computing (236) a probability that each event for which recorded time and position data have been retrieved occurred in the relevant location of the selected type based on the recorded time data, identifying and clustering (239) events occurred within a predefined distance from each other and having a similar probability, computing (242) a weight value for each cluster of events identified in order to take into account statistical aspects that affect the identification and the positioning of the selected relevant location, comparing (251) the weight value with a threshold weight value, if the weight value is equal to, or greater than, the threshold weight value, identifying (254) the relevant location as belonging to the selected typology of relevant location, and providing (230) an indication of the position of the at least one relevant location based on the recorded position data of the events of the cluster, or if the weight value is lower than the threshold weight value, identifying (224) the relevant location as not belonging to the selected typology of relevant location.
摘要翻译：提出了一种用于识别和定位由无线电信网络服务的地理区域内的至少一个个体访问的至少一个相关位置的方法。该方法包括以下步骤：选择（203）必须执行至少一个相关位置的识别和定位的预定时间段（T），选择（206,209）要识别和定位的相关位置的类型学，检索由电信网络记录的记录的时间和位置数据，以及关于由至少一个个人携带的用户设备与电信网络交互的事件（ei），计算（236）每个事件记录的时间和位置数据已经被检索出现在所选择的类型的相关位置中，基于所记录的时间数据，识别和聚类（239）事件彼此之间的预定距离并具有相似的概率，计算（242）a 确定每个事件集群的重量值，以便考虑影响识别和定位的统计方面所选择的相关位置，如果权重值等于或大于阈值权重值，则将权重值与阈值权重值进行比较（251），将相关位置识别为属于所选择的相关类型位置，并且基于所述集群的事件的记录位置数据提供（230）所述至少一个相关位置的位置的指示，或者如果所述权重值低于所述阈值权重值，则识别（224）所述相关位置不属于所选类型的相关位置。

2. 发明申请

WO2016155769A1 METHOD AND SYSTEM FOR A REAL-TIME COUNTING OF A NUMBER OF PERSONS IN A CROWD BY MEANS OF AGGREGATED DATA OF A TELECOMMUNICATION NETWORK 审中-公开
标题翻译：通过电信网络的聚合数据实时计算一个人数的方法和系统
公开(公告)号：WO2016155769A1
公开(公告)日：2016-10-06
申请号：PCT/EP2015/056878
申请日：2015-03-30
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , MAMEI, Marco
IPC分类号： H04W4/02
CPC分类号： H04W4/022 , H04W4/029 , H04W88/02
摘要： A method of estimating a number of persons gathering at an Area of Interest (107) during a time interval on a day, wherein said Area of Interest (107) is defined by an Area of Interest center and an Area of Interest radius and is covered by a mobile telecommunication network (105) having a plurality of communication stations (105a) each of which adapted to manage communications of user equipment in one or more served areas (105b) in a covered geographic region (300; 300') over which the mobile telecommunication network (105) extends, the method comprising the steps of: a) subdividing the covered geographic region (300; 300') in a plurality of surface elements (205); b) defining (604) a plurality of calculated radius values of the Area of interest radius, and, for each calculated radius value: c) identifying (606) a number of relevant surface elements (505a-d) of the covered geographic region (300; 300') comprised within the Area of interest; d) computing (610; 612) a first number of User Equipment served by the mobile communication network (105)during the time interval on the day within the Area of Interest (107) based on aggregated data regarding a usage of the mobile communication network (105); e) computing (614; 616) a second number of User Equipment served by the mobile communication network (105) during the time interval for each day of a predetermined number of previous days preceding the day within the Area of Interest (107) based on the aggregated data regarding the usage of the mobile communication network (105); f) combining (618, 620) the first number of User Equipment and the second numbers of User Equipment for obtaining a statistical quantity; g) computing a normalized statistical quantity by normalizing (622) the statistical quantity with respect to the radii of the relevant served areas (505a-d); h) computing (630) an optimum radius value of the Area of Interest radius as the average of the calculated radius values weighted by the normalized statistical quantity; i) estimating (632-646) a number of persons gathering within the Area of Interest (107) having the Area of Interest radius equal to the optimum radius value. In one embodiment of the invention, the aggregated data regarding a usage of the mobile communication network (105) comprise a number of served User Equipment traffic load, number of voice calls, number of SMS transmitted and/or volume of binary data exchanged within preferably each one of the communication stations (105a) of the mobile communication network (105).
摘要翻译：一种在一天的时间间隔内估计在兴趣区域（107）收集的人数的方法，其中所述感兴趣区域（107）由感兴趣区域和利益区域半径定义并被覆盖通过具有多个通信站（105a）的移动电信网络（105），每个通信站适于管理覆盖的地理区域（300; 300'）中的一个或多个服务区域（105b）中的用户设备的通信，移动电信网络（105）延伸，所述方法包括以下步骤：a）在多个表面元素（205）中细分被覆盖的地理区域（300; 300'）; b）定义（604）多个所计算的所述半径区域的半径值，并且对于每个计算的半径值：c）识别（606）所覆盖的地理区域的相关表面元素（505a-d） 300; 300'）包含在感兴趣的区域内; d）基于关于移动通信网络的使用的聚合数据，计算（610; 612）由所述移动通信网络（105）在所述感兴趣区域（107）内的所述时间间隔期间服务的第一数量的用户设备（105）; e）计算（614; 616）由所述移动通信网络（105）服务的第二数量的所述用户设备，所述第二数量的所述用户设备在所述感兴趣区域（107）中的日期之前的预定数量的前一天的每一天的时间间隔期间基于关于移动通信网络（105）的使用的聚合数据; f）将第一数量的用户设备和第二数量的用户设备组合（618,620）以获得统计量; g）通过相对于相关服务区域（505a-d）的半径归一化（622）统计量来计算归一化统计量; h）计算（630）所述兴趣半径的最佳半径值作为由归一化统计量加权的计算出的半径值的平均值; i）估计（703-646）一些在利益区域内聚集的兴趣区域（107）的人数，其面积的利益半径等于最佳半径值。在本发明的一个实施例中，关于移动通信网络（105）的使用的聚合数据包括多个服务的用户设备业务负载，语音呼叫数量，发送的SMS数量和/或优选地交换的二进制数据量移动通信网络（105）的每个通信站（105a）中的每一个。

3. 发明申请

WO2016107645A1 METHOD AND SYSTEM FOR A POSTERIORI COMPUTATION OF ORIGIN-DESTINATION MATRICES RELATING TO GATHERING OF PEOPLE THROUGH ANALYSIS OF MOBILE COMMUNICATION NETWORK DATA 审中-公开
标题翻译：用于通过移动通信网络数据分析与人类获取有关的原始目的地矩阵的方法和系统
公开(公告)号：WO2016107645A1
公开(公告)日：2016-07-07
申请号：PCT/EP2014/079432
申请日：2014-12-30
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , MAMEI, Marco
IPC分类号： H04W4/02
CPC分类号： H04W4/022 , H04W4/029 , H04W84/042
摘要： A method of estimating flows of persons that gathered at an Area of Interest (107) for attending a public happening during a time interval on a day is proposed. Said Area of Interest (107) is defined by an Area of Interest center and an Area of Interest radius and is covered by a mobile telecommunication network (105) having a plurality of communication stations (105a) each of which is adapted to manage communications of user equipment in one or more served areas (105b) in which the mobile telecommunication network (105) is subdivided. The method comprises the steps of: a) defining a plurality of calculated radius values of the Area of Interest radius, and, for each calculated radius value: b) identifying (1210, 1212) a first number of user equipment associated with at least one event record of a corresponding event of interaction occurred between the user equipment and the mobile communication network (105) during the time interval on the day within the Area of Interest (107); c) identifying (1214, 1216) a second number of user equipment associated with at least one event record of a corresponding event of interaction occurred between the user equipment and the mobile communication network (105) during the time interval for each day of a predetermined number of previous days preceding the day within the Area of Interest (107); d) combining (1218, 1220) the first number of user equipment and the second numbers of user equipment for obtaining a statistical quantity; e) detecting (1222) the occurrence of the public happening if the statistical quantity reaches a certain threshold; f) computing (1236) an optimum radius value of the Area of Interest radius as the average of the calculated radius values within which the public happening is detected; g) identifying persons (1238 - 1268) that gathered for attending at the public happening within an Area of Interest having the Area of Interest radius equal to the optimum radius values during the time interval on the day within the Area of Interest (107) based on a first time fraction indicating a probability that the user equipment has been in the Area of Interest (107) during the time interval on the day and on a second time fraction indicating a probability that the user equipment has been in the Area of Interest (107) during the previous days for each user equipment identified at step b); h) computing (1270-1278) at least one matrix (700m',n) accounting for movements of persons identified at step g) within a Region of Interest (500) comprising the Area of Interest (107) to the Area of Interest (107) during at least one observation time period comprising the time interval, and i) computing (1280-1288) at least one matrix (700m',n) accounting for movements of persons identified at step g) within a Region of Interest (500) comprising the Area of Interest (107) to the Area of Interest (107) during at least one observation time period comprising the time interval.
摘要翻译：提出了一种在一天的时间间隔内估计在兴趣区（107）收集的参与公众发生的人流量的方法。所述感兴趣区域（107）由感兴趣区域和利益区域半径定义，并且由具有多个通信站（105a）的移动电信网络（105）覆盖，每个通信站适于管理用户设备在移动电信网络（105）被细分的一个或多个服务区域（105b）中。所述方法包括以下步骤：a）定义所述感兴趣区域半径的多个计算的半径值，并且对于每个计算的半径值，确定（b）识别（1210,1212）与至少一个相关联的第一数量的用户设备在利益区域（107）内的当天的时间间隔期间，在用户设备和移动通信网络（105）之间发生相应的交互事件的事件记录; c）在预定的每一天的时间间隔期间，在用户设备和移动通信网络（105）之间识别与第二数量的用户设备相关联的第二数量的用户设备相关联的相应的交互事件的事件记录在利息区内的前一天的数量（107）; d）将第一数量的用户设备和第二数量的用户设备组合（1218,1220）以获得统计量; e）如果统计量达到一定阈值，则检测（1222）公众发生的情况; f）将兴趣区半径的最优半径值计算（1236）作为检测到公众发生的计算的半径值的平均值; g）确定在利益区域内（107）当天的时间间隔内，在利益区域的半径等于最佳半径值的利益区域内聚集的公众参与的人员（1238至1268）在表示用户设备在当天的时间间隔内已经在利益区域（107）中的概率的第一时间分数和指示用户设备已经处于兴趣区域中的概率的第二时间分数 107）在前一天对于步骤b）中识别的每个用户设备; h）计算（1270-1278）至少一个矩阵（700m，n），其涉及在兴趣区域（500）中识别的人的移动，所述移动区域包括感兴趣区域（107）到兴趣区域（107） 107）在包括时间间隔的至少一个观察时间期间，以及i）计算（1280-1288）至少一个矩阵（700m'，n），其计算在感兴趣区域（500）内的步骤g）识别的人的移动）包括在包括时间间隔的至少一个观察时间段期间的感兴趣区域（107）到感兴趣区域（107）。

4. 发明申请

WO2017025134A1 METHOD AND SYSTEM FOR COMPUTING AN O-D MATRIX OBTAINED THROUGH RADIO MOBILE NETWORK DATA 审中-公开
标题翻译：用于计算通过无线电移动网络数据获得的O-D矩阵的方法和系统
公开(公告)号：WO2017025134A1
公开(公告)日：2017-02-16
申请号：PCT/EP2015/068456
申请日：2015-08-11
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , GALASSI, Marco , MAMEI, Marco
IPC分类号： G08G1/01
CPC分类号： G08G1/012 , G06Q10/047 , G08G1/0129
摘要： A method for managing data regarding one or more flows of physical entities in a geographic area during at least one predetermined time period is provided. The method comprises the steps of: subdividing the geographic area into at least two zones; subdividing the at least one time period into one or more time slots; identifying a number of physical entities that flowed from a first zone of the at least two zones to a second zone of the at least two zones during each time slot, and computing an Origin-Destination matrix for each time slot of the one or more time slots based on such identifying, each Origin-Destination matrix comprising a respective row for each one of the at least two zones where the flow of the physical entities may have started and a respective column for each one of the at least two zones where the flow of the physical entities may have ended during the corresponding time slot, and each entry of the Origin-Destination matrix being indicative of the number of physical entities that flowed from the first zone to the second zone. The step of identifying a number of physical entities comprises identifying a purpose of movement among predetermined purposes of movement which caused the physical entity flowing from the respective first zone to the respective second zone on the basis of an analysis of said data. Identifying a purpose of movement comprises: obtaining a first indication of a location in which each physical entity is located within the first zone obtaining a second indication of a location in which each physical entity is located within the second zone and associating a predetermined purpose of movement to the first and second indication of a location on the basis of the first location type and second location type, respectively. Moreover, for each purpose of movement identified, the step of computing an Origin-Destination matrix comprises calculating an indication of a number of physical entities that, during the corresponding time slot, flowed from the first zone to the second zone for a same purpose of movement.
摘要翻译：提供了一种用于在至少一个预定时间段期间管理关于地理区域中的一个或多个物理实体流的数据的方法。该方法包括以下步骤：将地理区域细分为至少两个区域; 将所述至少一个时间段分为一个或多个时隙; 识别在每个时隙期间从所述至少两个区域的第一区域流到所述至少两个区域的第二区域的多个物理实体，并且计算所述一个或多个时间的每个时隙的原点 - 目的地矩阵基于这种识别的时隙，每个原始目的地矩阵包括物理实体的流动可能已经开始的至少两个区域中的每个区域的相应行，以及至少两个区域中的每个区域的相应列，其中流程的物理实体可能已经在相应的时隙期间结束，并且原始 - 目的地矩阵的每个条目指示从第一区域流到第二区域的物理实体的数量。识别多个物理实体的步骤包括：基于所述数据的分析，在物理实体从相应的第一区域流动到相应的第二区域之前，确定在预定的移动目的之间移动的目的。识别移动的目的包括：获得每个物理实体位于第一区域内的位置的第一指示，获得每个物理实体位于第二区域内的位置的第二指示，并且将预定的移动目的分别基于第一位置类型和第二位置类型到位置的第一和第二指示。此外，对于识别的运动的每个目的，计算原始 - 目的地矩阵的步骤包括计算在相应的时隙期间从相同目的的从第一区流向第二区域的物理实体的数量的指示运动。

5. 发明申请

WO2016155768A1 METHOD AND SYSTEM FOR ESTIMATING A POSTERIORI A NUMBER OF PERSONS IN ONE OR MORE CROWDS BY MEANS OF AGGREGATED DATA OF A TELECOMMUNICATION NETWORK 审中-公开
标题翻译：通过电信网络聚合数据估计一个或多个人数的人数的方法和系统
公开(公告)号：WO2016155768A1
公开(公告)日：2016-10-06
申请号：PCT/EP2015/056877
申请日：2015-03-30
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , MAMEI, Marco
IPC分类号： H04W4/02
CPC分类号： H04W4/022 , H04W4/029
摘要： A method of estimating a number of persons that gathered at an Area of Interest (107) during an observation time interval on a day, wherein said Area of Interest (107) is defined by an Area of Interest center and an Area of Interest radius and is covered by a mobile telecommunication network (105) having a plurality of communication stations (105a) each of which is adapted to manage communications of User Equipment in one or more served areas (105b) in a covered geographic region (300; 300') over which the mobile telecommunication network (105) provide services. The method comprises defining (604) a plurality of calculated radius values of the Area of Interest radius. For each calculated radius value, the method comprises: computing (610, 612) a first number of User Equipment that has been served by the mobile communication network (105) during the observation time interval on the day within the Area of Interest (107) based on aggregated data regarding a usage of the mobile communication network (105); computing (614, 616) a second number of User Equipment that has been served by the mobile communication network (105) during the observation time interval for each day of a predetermined number of previous days preceding the day within the Area of Interest (107) based on the aggregated data regarding the usage of the mobile communication network (105); combining (618, 620) the first number of User Equipment and the second numbers of User Equipment for obtaining a statistical quantity; detecting (622) the occurrence of a gathering of people if the statistical quantity reaches a certain threshold; computing (636) an optimum radius value of the Area of Interest radius as the average of the calculated radius values within which the gathering of people is detected; estimating (638-654) a number of persons that gathered within an Area of Interest (107) having the Area of Interest radius equal to the optimum radius values. In one embodiment, the aggregated data regarding a usage of the mobile communication network (105) comprise a number of served User Equipment traffic load, number of voice calls, number of SMS transmitted and/or volume of binary data exchanged within preferably each one of the communication stations (105a) of the mobile communication network (105).
摘要翻译：一种在一天的观察时间间隔内估计在兴趣区域（107）聚集的人的一种方法，其中所述感兴趣区域（107）由感兴趣区域和兴趣区域定义，由具有多个通信站（105a）的移动电信网络（105）覆盖，每个通信站适于管理覆盖的地理区域（300; 300'）中的一个或多个服务区域（105b）中的用户设备的通信，移动电信网络（105）在其上提供服务。该方法包括定义（604）多个计算出的利益区域半径的半径值。对于每个计算的半径值，所述方法包括：在所述感兴趣区域（107）内的所述观察时间间隔期间，计算（610,612）由所述移动通信网络（105）服务的第一数量的用户设备，基于关于所述移动通信网络（105）的使用的聚合数据; 在所述感兴趣区域（107）中的日期之前的预定数量的前一天的观察时间间隔期间，由所述移动通信网络（105）服务的第二数量的用户设备的计算（614,616）基于关于所述移动通信网络（105）的使用的聚合数据; 组合（618,620）用户设备的第一数量和用于获得统计数量的第二数量的用户设备; 如果统计量达到一定阈值，则检测（622）人的聚集发生; 计算（636）感兴趣区域的最佳半径值作为检测到人聚集的计算的半径值的平均值; 估计（638-654）在利益区半径等于最佳半径值的利益区域（107）内聚集的一些人。在一个实施例中，关于移动通信网络（105）的使用的聚合数据包括多个服务用户设备业务负载，语音呼叫数量，所发送的SMS数量和/或二进制数据量，优选地每个移动通信网络（105）的通信站（105a）。

6. 发明申请

WO2016107647A1 METHOD AND SYSTEM FOR A REAL-TIME COUNTING OF A NUMBER OF PARTICIPANTS AT A PUBLIC HAPPENING 审中-公开
标题翻译：公众参与者数量实时计数的方法和系统
公开(公告)号：WO2016107647A1
公开(公告)日：2016-07-07
申请号：PCT/EP2014/079435
申请日：2014-12-30
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , MAMEI, Marco
IPC分类号： H04W4/02
CPC分类号： H04W4/021 , G06Q30/0205 , H04W4/022 , H04W4/029 , H04W84/042
摘要： A method of estimating a number of persons gathering at an Area of Interest (107) for attending a public happening (S) during a time interval ([ Ts; Te ]) on a day (g) is proposed. Said Area of Interest (107) is defined by an Area of Interest center ( C ) and an Area of Interest radius ( Ra ) and is covered by a mobile telecommunication network (105) having a plurality of communication stations (105a) each of which adapted to manage communications of user equipment in one or more served areas (105b) in which the mobile telecommunication network (105) is subdivided. The method comprising the steps of: a) defining (504, 506, 524 - 528) a plurality of calculated radius values ( Rk ) of the Area of interest radius ( Ra ), and, for each calculated radius value ( Rk ): b) identifying (506) a number of relevant served areas (405a-d) among the served areas (105b) comprised in the Area of Interest (107); c) identifying (510, 512) a first number ( Uk ) of user equipment associated with at least one event record ( er i ) of a corresponding event ( e i ) of interaction occurred between the user equipment and the mobile communication network (105) during the time interval ([ Ts; Te ]) on the day ( g ) of the public happening within the Area of Interest (107); d) identifying (514, 516) a second number ( Upk ) of user equipment associated with at least one event record ( er i ) of a corresponding event ( e i ) of interaction occurred between the user equipment and the mobile communication network (105) during the time interval ([ Ts; Te ]) for each one of a predetermined number (P) of previous days ( gp ) preceding the day (g) of the public happening within the Area of Interest (107); e) combining (518, 520) the first number ( Uk ) of user equipment and the second numbers ( Upk ) of user equipment for obtaining a statistical quantity ( Zk ); f) computing a normalized statistical quantity ( Z'k ) by normalizing (522) the statistical quantity ( Zk ) with respect to a sum ( Rtotk ) of the radii of the relevant served areas (405a-d); g) computing (530) an optimum radius value ( Ro ) of the Area of Interest radius ( Ra ) as the average of the calculated radius values ( Rk ) weighted by the normalized statistical quantity ( Z'k) ; h) counting (532-566) a number of persons gathering for attending at the public happening ( S ) within the area of interest having the Area of Interest radius ( Ra ) equal to the optimum radius value ( Ro ).
摘要翻译：提出了在一天（g）期间估计在时间间隔（[Ts; Te]）期间收集在兴趣区域（107）出席公众发生（S）的一些人的方法。所述感兴趣区域（107）由感兴趣区域（C）和利益区域（R a）定义，并且由具有多个通信站（105a）的移动电信网络（105）覆盖，每个通信站适于管理移动电信网络（105）被细分的一个或多个服务区域（105b）中的用户设备的通信。该方法包括以下步骤：a）定义（504,506,524-528）多个计算的感兴趣区域面积（R a）的半径值（R k），并且对于每个计算的半径值（R k）：b 识别（506）在所述感兴趣区域（107）中包括的服务区域（105b）中的多个相关服务区域（405a-d）; c）识别（510,512）与所述用户设备和所述移动通信网络（105）之间发生的对应事件（ei）的至少一个事件记录（呃）相关联的用户设备的第一号码（Uk）在区域内发生的公众日（g）的时间间隔（[Ts; Te]）期间; d）识别（514,516）与用户设备和移动通信网络（105）之间发生的对应事件（ei）的至少一个事件记录（呃）相关联的用户设备的第二号码（Upk）在时间间隔（[Ts; Te]）期间，在兴趣区域（107）内发生的公众日（g）之前的预定数量（P）的前一天（g）中的每一个; e）将用户设备的第一号码（Uk）和用于获得统计数量（Zk）的用户设备的第二号码（Upk））组合（518,520）; f）通过相对于相关服务区域（405a-d）的半径的总和（Rtotk）归一化（522）统计量（Zk）来计算归一化统计量（Z'k）; g）计算（530）利益区半径（Ra）的最佳半径值（Ro）作为由归一化统计量（Z'k）加权的计算出的半径值（Rk）的平均值; h）点数（532-566）在利益区半径（Ra）等于最佳半径值（Ro）的利益区域内，一些人聚集在公众场合发生（S）。

7. 发明申请

WO2016107646A1 METHOD AND SYSTEM FOR REAL-TIME COMPUTING OF ORIGIN-DESTINATION MATRICES RELATING TO ATTENDEES AT A PUBLIC HAPPENING THROUGH ANALYSIS OF MOBILE COMMUNICATION NETWORK DATA 审中-公开
标题翻译：用于通过移动通信网络数据分析在公共场合遇到的原始目的地矩阵的实时计算的方法和系统
公开(公告)号：WO2016107646A1
公开(公告)日：2016-07-07
申请号：PCT/EP2014/079434
申请日：2014-12-30
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , MAMEI, Marco
IPC分类号： H04W4/02
CPC分类号： H04W4/022 , G06F17/18 , G08G1/012 , H04W4/029
摘要： A method of estimating flows of persons gathering at an Area of Interest (107) for attending a public happening during a time interval on a day is proposed. Said Area of Interest (107) is defined by an Area of Interest center and an Area of Interest radius and is covered by a mobile telecommunication network (105) having a plurality of communication stations (105a) each of which adapted to manage communications of user equipment in one or more served areas (105b) in which the mobile telecommunication network (105) is subdivided. The method comprises the steps of: a) defining a plurality of calculated radius values of the Area of interest radius, and, for each calculated radius value: b) identifying (1006) a number of relevant served areas (405a-d) among the served areas (105b) comprised in the Area of Interest (107); c) identifying (1010, 1012) a first number of user equipment associated with at least one event record of a corresponding event of interaction occurred between the user equipment and the mobile communication network (105) during the time interval on the day of the public happening within the Area of Interest (107); d) identifying (1014, 1016) a second number of user equipment associated with at least one event record of a corresponding event of interaction occurred between the user equipment and the mobile communication network (105) during the time interval for each one of a predetermined number of previous days preceding the day of the public happening within the Area of Interest (107); e) combining (1018, 1020) the first number of user equipments and the second numbers of user equipments for obtaining a statistical quantity; f) computing (1022) a normalized statistical quantity by normalizing the statistical quantity with respect to the radii of the relevant served areas (405a-d); g) computing (1030) an optimum radius value of the Area of Interest radius as the average of the calculated radius values weighted by the normalized statistical quantity; h) identifying (1032-1060) persons gathering for attending the public happening within an Area of Interest having the Area of Interest radius equal to the optimum radius values during the time interval on the day within the Area of Interest (107) based on a first time fraction indicating a probability that the user equipment has been in the Area of Interest (107) during the time interval on the day and on a second time fraction indicating a probability that the user equipment has been in the Area of Interest (107) during the previous days for each user equipment identified at step b); i) computing (1062-1070) at least one matrix (700m) accounting for movements of persons identified at step h) within a Region of Interest (500) comprising the Area of Interest (107) to the Area of Interest (107) during at least one observation time period comprising the time interval.
摘要翻译：提出了一种在一天的时间间隔内估计在兴趣区域（107）聚集的参与公众发生的人的流量的方法。所述感兴趣区域（107）由感兴趣区域和利益区域半径定义，并且由具有多个通信站（105a）的移动电信网络（105）覆盖，每个通信站适于管理用户的通信在移动电信网络（105）被细分的一个或多个服务区域（105b）中的设备。该方法包括以下步骤：a）定义所需的半径值的多个计算的半径值，并且对于每个计算的半径值，确定：（1006）识别（1006）多个相关服务区域（405a-d）（107）所包含的服务区（105b）; c）在公众当天的时间间隔期间，识别（1010,1012）与用户设备和移动通信网络（105）之间发生的相互交互事件的至少一个事件记录相关联的第一数量的用户设备发生在利益区内（107）; d）识别（1014,1016）在用户设备和移动通信网络（105）之间发生的相互交互事件的至少一个事件记录相关联的第二数量的用户设备，所述事件记录在预定在利益区内公众发生之前的前几天的数字（107）; e）将第一数量的用户设备和第二数量的用户设备组合（1018,1020）以获得统计量; f）通过相对于相关服务区域的半径归一化统计量来计算（1022）归一化统计数据（405a-d）; g）计算（1030）所述兴趣半径的最佳半径值作为由归一化统计量加权的计算出的半径值的平均值; h）识别（1032-1060）在利益区域内（107）当天的时间间隔内，在利益区域的半径等于最佳半径值的利益区域内出现参与公众的人员（1032-1060），基于指示用户设备在当天的时间间隔内已经处于兴趣区域（107）的概率的第一时间分数和指示用户设备已经处于感兴趣区域（107）的概率的第二时间分数，在步骤b）中识别的每个用户设备的前几天; i）计算（1062-1070）至少一个矩阵（700m），其包括在利益区域（107）中包含感兴趣区域（107）的兴趣区域（107）中在步骤h）处识别的人的移动，包括所述时间间隔的至少一个观察时间段。

8. 发明申请

WO2016107644A1 METHOD AND SYSTEM FOR ESTIMATING A NUMBER OF PERSONS IN A CROWD 审中-公开
标题翻译：估计一个人数的方法和系统
公开(公告)号：WO2016107644A1
公开(公告)日：2016-07-07
申请号：PCT/EP2014/079431
申请日：2014-12-30
申请人： TELECOM ITALIA S.P.A.
发明人： COLONNA, Massimo , MAMEI, Marco
IPC分类号： H04W4/02
CPC分类号： H04W4/022 , H04W4/029
摘要： A method of estimating a number of persons that gathered at an Area of Interest (107) for attending a public happening (Sn) during a time interval ([ Tsn; Ten ]) on a day ( gn ) is proposed. Said Area of Interest (107) is defined by an Area of Interest center ( C ) and an Area of Interest radius ( Ra ) and is covered by a mobile telecommunication network (105) having a plurality of communication stations (105a) each of which is adapted to manage communications of user equipment in one or more served areas (105b) in which the mobile telecommunication network (105) is subdivided. The method comprises the following steps: a) defining (504, 506, 530 - 534) a plurality of calculated radius values ( Rk ) of the Area of Interest radius ( Ra ), and, for each calculated radius value ( Rk ): b) identifying (510, 512) a first number ( Unk ) of user equipment associated with at least one event record ( er i ) of a corresponding event ( e i ) of interaction occurred between the user equipment and the mobile communication network (105) during the time interval ([ Tsn; Ten ]) on the day ( gn ) within the Area of Interest (107); c) identifying (514, 516) a second number (Upnk) of user equipment associated with at least one event record ( er i ) of a corresponding event ( e i ) of interaction occurred between the user equipment and the mobile communication network (105) during the time interval ([ Tsn; Ten ]) for each day of a predetermined number ( P ) of previous days ( gpn ) preceding the day ( gn ) within the Area of Interest (107); d) combining (518, 520) the first number ( Unk ) of user equipment and the second numbers ( Upnk ) of user equipment for obtaining a statistical quantity ( Znk ); e) detecting (522, 524) the occurrence of the public happening ( Sn ) if the statistical quantity ( Znk ) reaches a certain threshold ( Zth ); f) computing (536) an optimum radius value ( Ro ) of the Area of Interest radius ( Ra ) as the average of the calculated radius values ( Rk ) within which the public happening ( Sn ) is detected; g) counting (538-578) a number of persons that gathered for attending at the public happening ( Sn ) within an Area of Interest having the Area of Interest radius ( Ra ) equal to the optimum radius values ( Ro ).
摘要翻译：提出了在一天（gn）期间估计在时间间隔（[Tsn; Ten]）期间聚集在兴趣区域（107）参与公共发生（Sn）的人的一种方法。所述感兴趣区域（107）由感兴趣区域（C）和利益区域（R a）定义，并且由具有多个通信站（105a）的移动电信网络（105）覆盖，每个通信站适于在移动电信网络（105）被细分的一个或多个服务区域（105b）中管理用户设备的通信。该方法包括以下步骤：a）定义（504,506,530-534）多个计算出的利益区域半径（R a）的半径值（R k），并且对于每个计算的半径值（R k）：b 识别（510,512）与所述用户设备和所述移动通信网络（105）之间发生的对应事件（ei）的至少一个事件记录（呃）的至少一个事件记录（er i）相关联的用户设备的第一号码（Unk）在兴趣区（107）内的日（gn）的时间间隔（[Tsn; Ten]）; c）识别（514,516）与所述用户设备和所述移动通信网络（105）之间发生的对应事件（ei）的至少一个事件记录（呃）相关联的用户设备的第二数量（Upnk）在兴趣区域（107）内的日前（gn）之前（gn）之前的预定数量（P）的每一天的时间间隔（[Tsn; Ten]）期间; d）组合（518,520）用户设备的第一号码（Unk）和用于获得统计数量（Znk））的用户设备的第二号码（Upnk）; e）如果统计量（Znk）达到一定阈值（Zth），则检测（522,524）公众发生（Sn）的发生; f）计算（536）感兴趣区域半径（Ra）的最佳半径值（Ro）作为检测到公众发生（Sn）的计算的半径值（Rk）的平均值; g）计算（538-578）一些在利害区域（Ra）等于最佳半径值（Ro）的利益区域内聚集参加公众发生（Sn）的人员。

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