CN106507380A - A kind of hot spot region localization method and device - Google Patents

A kind of hot spot region localization method and device Download PDF

Info

Publication number
CN106507380A
CN106507380A CN201510563389.5A CN201510563389A CN106507380A CN 106507380 A CN106507380 A CN 106507380A CN 201510563389 A CN201510563389 A CN 201510563389A CN 106507380 A CN106507380 A CN 106507380A
Authority
CN
China
Prior art keywords
cell
history
hot spot
taken
user
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201510563389.5A
Other languages
Chinese (zh)
Other versions
CN106507380B (en
Inventor
陈泉
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Datang Mobile Communications Equipment Co Ltd
Original Assignee
Datang Mobile Communications Equipment Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Datang Mobile Communications Equipment Co Ltd filed Critical Datang Mobile Communications Equipment Co Ltd
Priority to CN201510563389.5A priority Critical patent/CN106507380B/en
Publication of CN106507380A publication Critical patent/CN106507380A/en
Application granted granted Critical
Publication of CN106507380B publication Critical patent/CN106507380B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W16/00Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/18Network planning tools
    • H04W16/20Network planning tools for indoor coverage or short range network deployment

Abstract

The invention discloses a kind of hot spot region localization method and device, including:According to Cell statistical data, Packet Service flow is determined more than flow threshold and Packet Service number of users is more than the outdoor cell of number of users threshold value;Determine that the history of Packet Service user in the outdoor cell takes cell;If it is indoor cell that the history takes cell, and there is neighboring BS relationship and handoff relation with Hot Spot, the Packet Service user for then being taken in cell according to the history is switched to the switching statistical data of the Hot Spot, determines that the history takes whether cell place building are focus building.Using the method, it is long to solve in prior art the positioning focus building time, the low problem of location efficiency.

Description

A kind of hot spot region localization method and device
Technical field
The present invention relates to wireless communication field, more particularly to a kind of hot spot region localization method and device.
Background technology
As the development of mobile network, subregion mobile network user amount increase sharply, the load of network is caused to add Greatly, in the case of resource-constrained, user will be affected using perception, and data service is used as 3G (3rd Generation, abbreviation G mobile communication) epoch critical function, even more following operator's core The important support of cardiac status.
3G network construction scale constantly expanding, relative to 2G (second Generation, referred to as second For mobile communication technology) scale of network also has a certain distance.During networking, user due to Indoor irrational deployment, occupies the resource of outdoor cell in a large number, causes network substantial amounts of congestion feelings occur Condition.Especially for the building that data service flow is larger, if not doing TD (Time Division, letter Claim the time-division) room subsystem or TD rooms Subsystem Design unreasonable, will cause to fully absorb the building In data business volume problem.
Therefore, how traffic hot spot region is found under limited resource, and particularly data service flow is larger Building, i.e. hot spot region draws to make rational room divider for focus building, perceived with improving user, It is current problems faced.
At present, the method for positioning focus building is mainly:High traffic cell is filtered out, due to high telephone traffic region The high traffic density region such as more office building is there may be in coverage, therefore further by substantial amounts of Manpower and materials do the return visit and field reconnaissance of user, to orient focus building.If on down town ground Band, office building density are larger, then the time required for positioning focus building is more permanent.
As can be seen here, focus building are positioned with field reconnaissance mode using artificial return visit in prior art, is deposited In the low problem of location efficiency.
Content of the invention
The embodiment of the present invention provides a kind of hot spot region localization method and device, in order to improve hot spot region positioning Efficiency.
The embodiment of the present invention provides a kind of hot spot region localization method, including:
According to Cell statistical data, Packet Service flow is selected more than flow threshold and Packet Service number of users is big Outdoor cell in number of users threshold value;
Determine that the history of the user in the outdoor cell takes cell;
The type and the history that cell is taken according to the history takes cell with Hot Spot or room point The relation of cell, determines that the history takes the hot spot region in cell.
It is preferred that the type and the history for taking cell according to the history takes cell and focus Cell or the relation of room point cell, determine that the history takes the hot spot region in cell, including:
If it is indoor cell that the history takes cell, and there is neighboring BS relationship and switching pass with Hot Spot System, the then user for being taken in cell according to the history are switched to the switching statistical data of the Hot Spot, Determine whether the building that the history is taken in cell coverage area are hot spot region.
It is preferred that the user taken in cell according to the history is switched to the switching of the Hot Spot Statistical data, determines whether the building that the history is taken in cell coverage area are hot spot region, including:
If it is time-division TD room point cell that the history takes cell, taken in cell according to the history User is switched to the number of times of the Hot Spot, determines that the building that the history is taken in cell coverage area are No for hot spot region;Or
If it is non-TD rooms point cell that the history takes cell, the use in cell is taken according to the history Family is switched to the number of times of the global system for mobile communications GSM room point cell in the Hot Spot, Yi Jisuo GSM rooms point cell is stated with the presence or absence of TD rooms point cell, determines that the history is taken in cell coverage area Building whether be hot spot region.
It is preferred that the user taken in cell according to the history is switched to the secondary of the Hot Spot Number, determines whether the building that the history is taken in cell coverage area are hot spot region, including:
The user taken in cell according to the history is switched to the number of times of the Hot Spot, from the history Take and in cell, choose the history occupancy cells most with the Hot Spot switching times;
Selected history is taken the building in cell coverage area and is defined as hot spot region.
It is preferred that the user taken in cell according to the history is switched to the secondary of GSM rooms point cell Number, and the GSM rooms point cell is with the presence or absence of TD rooms point cell, determines that the history takes cell Whether the building in coverage are hot spot region, including:
All described history according to determining takes the user in cell and is switched in the Hot Spot The number of times of GSM rooms point cell, chooses switching times most GSM rooms point cell;
If be present TD rooms point cell in the corresponding building of the GSM rooms point cell of the selection, it is determined that cut Change to the most history occupancy cell of the GSM rooms point cell number of times of the selection;
The history that determines is taken the building in cell coverage area and is defined as hot spot region.
It is preferred that the type and the history for taking cell according to the history takes cell and focus Cell or the relation of room point cell, determine that the history takes the hot spot region in cell, including:
If the history takes cell and there is no neighboring BS relationship with Hot Spot but there is switching with room point cell Relation, the then user for being taken in cell according to the history are switched to the switching statistical number of the room point cell According to determining whether the building that the history is taken in cell coverage area are hot spot region.
It is preferred that the user taken in cell according to the history is switched to the switching of the room point cell Statistical data, determines whether the building that the history is taken in cell coverage area are hot spot region, including:
Determine cell setting is being taken apart from interior with the presence or absence of TD rooms point cell apart from the history;
If existing, judge that the history takes Packet Service holding time length over-time threshold value in cell User whether also in the cell coverage area of the TD rooms point, if so, by the history take cell and The TD rooms point cell sets up neighboring BS relationship;
The user taken in cell according to the history is switched to the number of times of the TD rooms point cell, will be with institute TD rooms point cell switching times are stated at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
It is preferred that the user taken in cell according to the history is switched to the switching of the room point cell Statistical data, determines whether the building that the history is taken in cell coverage area are hot spot region, including:
The user taken in cell according to the history is switched to the number of times of adjacent area, chooses the from the adjacent area One cell;
Choose from the adjacent area of the first community with the distance of the historical cell in given threshold The GSM rooms point cell that the history takes cell and selects is set up neighboring BS relationship by GSM rooms point cell; The user taken in cell according to the history is switched to the number of times of the GSM rooms point cell, will with described GSM rooms point cell switching times are at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
It is preferred that the type and the history for taking cell according to the history takes cell and focus Cell or the relation of room point cell, determine that the history takes the hot spot region in cell, including:
If it is outdoor cell that the history takes cell, and there is neighboring BS relationship but do not exist with Hot Spot and cut Relation is changed, then the Packet Service service condition and the history of the user in cell is taken according to the history The measurement parameter that the user in cell takes cell to the history is taken, determines that the history is taken in cell Hot spot region be located position.
It is preferred that the location parameter that the history takes cell includes:Timing Advance, level and azimuth Information;
The Packet Service service condition and the history of the user taken according to the history in cell The measurement parameter that the user in cell takes cell to the history is taken, determines that the history is taken in cell Hot spot region be located position, including:
The history is taken the Packet Service service condition of intra-cell users, the history to take in cell and use Family takes the Timing Advance of cell to the history less than time threshold and level attenuation exceedes drop threshold History take cell place building and be defined as hot spot region.
It is preferred that determine that the history of user in the outdoor cell takes cell, including:
Duration order from high to low taken to institute according to the Packet Service of the user in the outdoor cell The user stated in outdoor cell is ranked up;
The user for coming top N is chosen, N is the integer more than or equal to 1;
Determine that the history of selected user takes cell.
The embodiment of the present invention also provides a kind of hot spot region positioner, including:
Select unit, for according to Cell statistical data, selecting Packet Service flow more than flow threshold and dividing Outdoor cell of the group service-user number more than number of users threshold value;
First determining unit, for determining that the history of the user in the outdoor cell takes cell;
Second determining unit, takes cell for taking the type and the history of cell according to the history With Hot Spot or the relation of room point cell, determine that the history takes the hot spot region in cell.
It is preferred that second determining unit specifically for:
If it is indoor cell that the history takes cell, and there is neighboring BS relationship and switching pass with Hot Spot System, the then user for being taken in cell according to the history are switched to the switching statistical data of the Hot Spot, Determine whether the building that the history is taken in cell coverage area are hot spot region.
It is preferred that second determining unit specifically for:
If it is time-division TD room point cell that the history takes cell, taken in cell according to the history User is switched to the number of times of the Hot Spot, determines that the building that the history is taken in cell coverage area are No for hot spot region;Or
If it is non-TD rooms point cell that the history takes cell, the use in cell is taken according to the history Family is switched to the number of times of the global system for mobile communications GSM room point cell in the Hot Spot, Yi Jisuo GSM rooms point cell is stated with the presence or absence of TD rooms point cell, determines that the history is taken in cell coverage area Building whether be hot spot region.
It is preferred that second determining unit specifically for:
The user taken in cell according to the history is switched to the number of times of the Hot Spot, from the history Take and in cell, choose the history occupancy cells most with the Hot Spot switching times;
Selected history is taken the building in cell coverage area and is defined as hot spot region.
It is preferred that second determining unit specifically for:
All described history according to determining takes the user in cell and is switched in the Hot Spot The number of times of GSM rooms point cell, chooses switching times most GSM rooms point cell;
If be present TD rooms point cell in the corresponding building of the GSM rooms point cell of the selection, it is determined that cut Change to the most history occupancy cell of the GSM rooms point cell number of times of the selection;
The history that determines is taken the building in cell coverage area and is defined as hot spot region.
It is preferred that second determining unit specifically for:
If the history takes cell and there is no neighboring BS relationship with Hot Spot but there is switching with room point cell Relation, the then user for being taken in cell according to the history are switched to the switching statistical number of the room point cell According to determining whether the building that the history is taken in cell coverage area are hot spot region.
It is preferred that second determining unit specifically for:
Determine cell setting is being taken apart from interior with the presence or absence of TD rooms point cell apart from the history;
If existing, judge that the history takes Packet Service holding time length over-time threshold value in cell User whether also in the cell coverage area of the TD rooms point, if so, by the history take cell and The TD rooms point cell sets up neighboring BS relationship;
The user taken in cell according to the history is switched to the number of times of the TD rooms point cell, will be with institute TD rooms point cell switching times are stated at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
It is preferred that second determining unit specifically for:
The user taken in cell according to the history is switched to the number of times of adjacent area, chooses the from the adjacent area One cell;
Choose from the adjacent area of the first community with the distance of the historical cell in given threshold The GSM rooms point cell that the history takes cell and selects is set up neighboring BS relationship by GSM rooms point cell; The user taken in cell according to the history is switched to the number of times of the GSM rooms point cell, will with described GSM rooms point cell switching times are at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
It is preferred that second determining unit specifically for:
If it is outdoor cell that the history takes cell, and there is neighboring BS relationship but do not exist with Hot Spot and cut Relation is changed, then the Packet Service service condition and the history of the user in cell is taken according to the history The measurement parameter that the user in cell takes cell to the history is taken, determines that the history is taken in cell Hot spot region be located position.
It is preferred that the location parameter that the history takes cell includes:Timing Advance, level and azimuth Information;
Second determining unit specifically for:
The history is taken the Packet Service service condition of intra-cell users, the history to take in cell and use Family takes the Timing Advance of cell to the history less than time threshold and level attenuation exceedes drop threshold History take cell place building and be defined as hot spot region.
It is preferred that determine the first determining unit specifically for:
Duration order from high to low taken to institute according to the Packet Service of the user in the outdoor cell The user stated in outdoor cell is ranked up;
The user for coming top N is chosen, N is the integer more than or equal to 1;
Determine that the history of selected user takes cell.
In above-described embodiment, select Packet Service flow more than flow threshold and packet according to Cell statistical data Outdoor cell of the service-user number more than number of users threshold value, then the history for determining user in the outdoor cell Cell is taken, and it is little with focus that the type and the history for then cell being taken according to the history takes cell Area or the relation of room point cell, determine that the history takes the hot spot region in cell, go through such that it is able to combine History takes intra-cell users Packet Service and uses data, and history takes intra-cell users and the history is taken The measurement parameter of cell, comprehensive descision go out history and take the hot spot region in cell coverage area.Due to above-mentioned For determining that the foundation of hot spot region can be obtained according to the statistical data of the network equipment, therefore with existing skill Art compare manually may not necessarily be paid a return visit or field reconnaissance work, thus can carry compared with prior art Hot spots zone location efficiency.
Description of the drawings
For the technical scheme being illustrated more clearly that in the embodiment of the present invention, below will be to institute in embodiment description The accompanying drawing for using is needed to be briefly described, it should be apparent that, drawings in the following description are only the present invention Embodiment, for those of ordinary skill in the art, on the premise of not paying creative work, also Other accompanying drawings can be obtained according to the accompanying drawing for providing.
Fig. 1 is a kind of hot spot region positioning flow schematic diagram provided in an embodiment of the present invention;
Fig. 2 is the hot spot region positioning flow schematic diagram that the embodiment of the present invention one is provided;
Fig. 3 is the hot spot region positioning flow schematic diagram that the embodiment of the present invention two is provided;
Fig. 4 is the hot spot region positioning flow schematic diagram that the embodiment of the present invention three is provided;
Fig. 5 is a kind of hot spot region positioning device structure schematic diagram provided in an embodiment of the present invention.
Specific embodiment
In order to provide effective hot spot region localization method, a kind of hot spot region is embodiments provided fixed The preferred embodiments of the present invention are illustrated by position method and device below in conjunction with specification and drawings.Should Work as understanding, embodiment described herein is merely illustrative and explains the present invention, be that a part of the invention is real Apply example, rather than whole embodiments.And in the case where not conflicting, the present invention in embodiment and Feature in embodiment can be combined with each other.Embodiment in based on the present invention, those of ordinary skill in the art The every other embodiment obtained under the premise of creative work is not made, belongs to present invention protection Scope.
For the ease of understanding the embodiment of the present invention, first below to the present embodiments relate to some technology arts Language is illustrated.
Hot spot region is usually high traffic region, and in high traffic region, the telephone traffic of user is constantly increasing And growth rate is than very fast.Hot spot region can be set according to traffic statistics.
Indoor distribution planning and design are carried out to cell, such as by disposing repeater, RRU (Remote Radio Unit, abbreviation Remote Radio Unit) etc., can forming chamber point cell.Indoor planning is carried out to cell Primarily to provide good indoor network coverage, while avoid constituting strong jamming to outdoor cell.Room point The title of cell generally can increase " IN " compared with outdoor cell below.Generally can enter in the following ways Plan in row cell room:
Mode 1:Draw repeater under macro base station to be covered to interior, so as to realize to signal zoom out or Person amplifies covering;
Mode 2:BBU (Building Base band Unit, referred to as indoor baseband processing unit)+RRU The room of form point, such case is exactly that BBU is placed on a fixed position, such as one outdoor macro base station Machine room in, and RRU is connected with BBU by fiber optic communication;
Mode 3:The indoor planning of microcellulor form, is the room point mulching method of 2G.
Wherein, room point cell includes GSM (Global System for Mobile communication, letter Claim global system for mobile communications) room point cell and TD rooms point cell.GSM rooms point cell refers to there is GSM The indoor cell that signal is covered;TD rooms point cell refers to there is TD-SCDMA (Time Division-Synchronous Code Division Multiple Access, abbreviation TD SDMA) The indoor cell that signal is covered.
Hot spot region targeting scheme provided in an embodiment of the present invention, by hot spot region targeting scheme by prior art In cell-level, bring up to smaller area scope, such as focus building, so as to enhance looking into for hot spot region Look for stationkeeping ability.
On the whole, as shown in figure 1, the embodiment of the present invention is comprised the following steps:
Step 101:According to Cell statistical data, Packet Service (Packet Switched, abbreviation PS) is selected Flow is more than flow threshold and Packet Service number of users is more than the outdoor cell of number of users threshold value;
Step 102:Determine that the history of the user in the outdoor cell takes cell;
Step 103:It is little with focus that the type and the history that cell is taken according to the history takes cell Area or the relation of room point cell, determine that the history takes the hot spot region in cell.
Wherein, history takes type and the history occupancy cell and Hot Spot or room point cell of cell Relation, there is following several situations:
The first situation:History takes cell for indoor cell (or claiming room point cell), and and Hot Spot There is neighboring BS relationship and handoff relation.In this case, history takes cell and there may be imperfect TD rooms Divide MPS process, i.e. TD rooms point cell only to cover the history and take the part area in the building in cell Domain.For such case, the user in cell can be taken according to the history and be switched to the Hot Spot Switching statistical data, determines whether the building that the history is taken in cell coverage area are hot spot region.
Second situation:History takes cell not to be had neighboring BS relationship with Hot Spot but is existed with room point cell Handoff relation;In this case, history to take and may not there is TD rooms point cell in cell but there is GSM Divide cell and TD coverings are provided by periphery TD macro base stations in room.For such case, can be gone through according to described History takes the switching statistical data that the user in cell is switched to the room point cell, determines that the history takes Whether the building in cell coverage area are hot spot region.
The third situation:It is outdoor cell that history takes cell, and there is neighboring BS relationship but not with Hot Spot There is handoff relation.In this case, may not there is TD rooms point cell and GSM in history occupancy cell Room point cell, but TD coverings are provided by periphery TD macro base stations.For such case, can be according to described History takes the Packet Service service condition and the history of the user in cell and takes the user in cell The measurement parameter that cell is taken to the history, determines that the history takes what the focus building in cell were located Position.
Respectively the hot spot region determination process in the case of above-mentioned three kinds is carried out in detail below by three embodiments Describe in detail bright.
Embodiment one
As shown in Fig. 2 the hot spot region positioning flow schematic diagram provided for the embodiment of the present invention one, main bag Include following steps:
Step 201, according to Cell statistical data, determines Packet Service flow more than flow threshold and is grouped industry Outdoor cell of the business number of users more than number of users threshold value;
Step 202, determines that the history of Packet Service user in the outdoor cell takes cell;
, if it is room point cell that the history takes cell, and there is neighboring BS relationship with Hot Spot in step 203 And handoff relation, then the switching system of the Hot Spot is switched to according to the user in history occupancy cell Count, determine that the history takes whether cell place building are hot spot region.
Further, if Packet Service flow is more than flow threshold and Packet Service number of users is more than number of users threshold The cell of value is room point cell, then can determine that the room point cell place building are hot spot region.
In above-mentioned flow process, the flow threshold being related to and number of users threshold value, can according to system performance requirements come Determine.For example, if system performance requirements are higher, the value of flow threshold and number of users threshold value can With less;If the performance requirement of system, than relatively low, the value of flow threshold and number of users threshold value can compare Greatly.The embodiment of the present invention does not do specific restriction to the value of flow threshold and number of users threshold value.Further, The number that Packet Service flow and Packet Service number of users can be preserved from base station or other network equipments in cell According to middle acquisition.
In step 202., it is preferable that Packet Service can be chosen and take the longer user of duration, that is, be chosen high Traffic user, and the history occupancy cell of these high traffic users is counted, so that the positioning of hot spot region More reasonable, it is also possible to reduce the resource overhead in processing procedure.
Specifically, in step 202., can be by the user in outdoor cell according to Packet Service holding time Length is ranked up from high to low, chooses the user for coming front M, determines selected front M positions user History take cell.M is the integer more than or equal to 1.Wherein, the Packet Service of intra-cell users is accounted for The data acquisition that can be preserved from base station or other network equipments with duration to.
The history of user takes cell information and can get from the call data of the user.Specifically, first First according to international mobile subscriber identification code (the International Mobile Subscriber of the user Identification Number, abbreviation IMSI) the history call data of the user are obtained, then according to history Cell information in call data, count the user be resident cell, that is, count going through for the user History takes cell.
In step 203, history takes cell and Hot Spot with the presence or absence of neighboring BS relationship, can pass through adjacent area Planning table determines that the embodiment of the present invention does not do specific restriction to the determination method of neighboring BS relationship.
In embodiments of the present invention, exist in cell incomplete room point MPS process as history takes, i.e., TD rooms point cover only history and take Intra-cell point building.So taking cell group business according to history User is switched to the switching statistical data of Hot Spot, determines that the building that history is taken in cell coverage area are The no method for hot spot region may include following two:
First method:
It is that the user that statistical history is taken in cell exists in the case that cell is divided in TD rooms that cell is taken in history Cell switch instances in the time period of setting, that is, count history and take intra-cell users to Hot Spot Switching times.All history occupancy intra-cell users are ranked up to the switching times of Hot Spot, can be with Be ranked up according to ascending order, it is also possible to be ranked up according to descending, the embodiment of the present invention to sort method not Do specific restriction.Intra-cell users are taken according to each history to tie to the sequence of the switching times of Hot Spot Really, the building that selects in history occupancy cell coverage area are defined as hot spot region.
In embodiments of the present invention, the building that selects in history occupancy cell coverage area are defined as hot zone The method in domain can include in the following manner:
First kind of way:Ranking results of the intra-cell users to Hot Spot switching times are taken according to history, Therefrom selecting and cell being taken more than the history for setting switching threshold, the history that selects is taken MPS process In the range of building be defined as hot spot region.For example, if there is 5 users to switch to Hot Spot respectively, According to ranking results from this 5 users to Hot Spot switching times, however, it is determined that this 5 users are little to focus The switching times in area have been above setting switching threshold, then this 5 user place history are taken MPS process In the range of building be defined as hot spot region;If it is determined that only one of which user surpasses to the switching times of Hot Spot Setting switching threshold is crossed, then this user place history for determining has been taken the building in cell coverage area It is defined as hot spot region.In the embodiment of the present invention, switching threshold can be determined according to system performance requirements. For example, if system performance requirements are higher, the value of switching threshold can be less;If the property of system Can require than relatively low, then the value of switching threshold can be than larger;The embodiment of the present invention is taken to switching threshold Value does not do specific restriction.
The second way:Ranking results of the intra-cell users to Hot Spot switching times are taken according to history, The building that therefrom selects in top n history occupancy cell coverage area are defined as hot spot region.Citing comes Say, if there are 5 users to switch to Hot Spot respectively, according to this 5 users to Hot Spot switching times Ranking results, can therefrom select and be ordered as the user place history of front two and take what cell was covered Building are hot spot region;The user place history occupancy cell institute for being ordered as front three can also therefrom be selected The building of covering are hot spot region.In the embodiment of the present invention, to sorting from user to Hot Spot switching times As a result the middle concrete numerical value for selecting former users is not limited.
Second method:
In the case where history takes and is present in the cell that TD rooms point not exclusively cover in cell, Huo Zhecun In the case of the cell covered without TD rooms point, this cell portion referred to as history can be taken in cell Non- TD rooms point cell.
For such case, can statistical history take intra-cell users be switched to Hot Spot in setting time section In GSM rooms point cell number of times, that is, count the user that history taken in cell little to GSM rooms point The switching times in area.It is little that the user taken in cell according to history is switched to the GSM rooms in Hot Spot point The ranking results of area's number of times, choose the GSM rooms point cell in the most Hot Spot of switching times.Choose After the cell of GSM rooms in the most Hot Spot of switching times point, will also be from the most heat of switching times Select in GSM rooms minute cell in point cell GSM rooms minute cell correspondingly building to there is no TD rooms minute little GSM rooms in area's Hot Spot point cell, in the setting time section statistical history take intra-cell users to GSM rooms point cell switching times in the Hot Spot that selects, take cell to selecting according to history The ranking results of the GSM rooms in Hot Spot point cell switching times, select history and take MPS process In the range of building be defined as hot spot region.
In embodiments of the present invention, the building that selects in history occupancy cell coverage area are defined as hot zone The method in domain can include in the following manner:
First kind of way:Ranking results of the intra-cell users to Hot Spot switching times are taken according to history, Therefrom selecting and cell being taken more than the history for setting switching threshold, the history that selects is taken MPS process In the range of building be defined as hot spot region.For example, if there is 5 users to switch to Hot Spot respectively, According to ranking results from this 5 users to Hot Spot switching times, however, it is determined that this 5 users are little to focus The switching times in area have been above setting switching threshold, then this 5 user place history are taken MPS process In the range of building be defined as hot spot region;If it is determined that only one of which user surpasses to the switching times of Hot Spot Setting switching threshold is crossed, then this user place history for determining has been taken the building in cell coverage area It is defined as hot spot region.In the embodiment of the present invention, switching threshold can be determined according to system performance requirements. For example, if system performance requirements are higher, the value of switching threshold can be less;If the property of system Can require than relatively low, then the value of switching threshold can be than larger;The embodiment of the present invention is taken to switching threshold Value does not do specific restriction.
The second way:Ranking results of the intra-cell users to Hot Spot switching times are taken according to history, The building that therefrom selects in top n history occupancy cell coverage area are defined as hot spot region.Citing comes Say, if having 5 users to Hot Spot switch, according to sequence from this 5 user to Hot Spot switching times As a result, can therefrom select and be ordered as the user place history of front two and take the building covered by cell and be Hot spot region;Can also therefrom select and be ordered as the user place history of front three and take what cell was covered Building are hot spot region.In the embodiment of the present invention, in from user to Hot Spot switching times ranking results The restriction for selecting the concrete numerical value of former users not do.
In above-described embodiment, according to switching times or history that history takes intra-cell users and Hot Spot The switching times that intra-cell users are switched to GSM rooms point cell are taken, determines that the history takes MPS process In the range of building whether be hot spot region.In the method can in the case of room point cell is not completely covered, Fast and easy searches out history and takes the hot spot region in cell coverage area.Solve in prior art and position The hot spot region time is long, the low problem of location efficiency.
Embodiment two
As shown in figure 3, the embodiment of the present invention two provides a kind of hot spot region positioning flow schematic diagram, main Comprise the following steps:
Step 301, according to Cell statistical data, determines Packet Service flow more than flow threshold and is grouped industry Outdoor cell of the business number of users more than number of users threshold value;
Step 302, determines that the history of Packet Service user in the outdoor cell takes cell;
Step 303, if the history take cell and Hot Spot do not exist neighboring BS relationship but with room point cell There is handoff relation, then the user for taking in cell according to the history is switched to the switching of the room point cell Statistical data, determines whether the building that the history is taken in cell coverage area are hot spot region.
In above-mentioned flow process, the flow threshold being related to and number of users threshold value, can according to system performance requirements come Determine.For example, if the performance requirement of system is higher, the value of flow threshold and number of users threshold value Can be less;If the performance requirement of system, than relatively low, the value of flow threshold and number of users threshold value can compare Larger.The embodiment of the present invention does not do specific restriction to the value of flow threshold and number of users threshold value.Further Ground, in cell, Packet Service flow and Packet Service number of users can be preserved from base station or other network equipments Data in obtain.
In step 302, it is preferable that Packet Service can be chosen and take the longer user of duration, that is, be chosen high Traffic user, and the history occupancy cell of these high traffic users is counted, so that the positioning of hot spot region More reasonable, it is also possible to reduce the resource overhead in processing procedure.
Specifically, in step 302, can be by the user in outdoor cell according to Packet Service holding time Length is ranked up from high to low, chooses the user for coming front M, determines selected top N user History take cell.M is the integer more than or equal to 1.Wherein, the Packet Service of intra-cell users is accounted for The data acquisition that can be preserved from base station or other network equipments with duration to.
The history of user takes cell information and can get from the call data of the user.Specifically, first The history call data of the user are first obtained according to the international mobile subscriber identification code of the user, and then basis is gone through Cell information in history call data, count the user be resident cell, that is, count the user's History takes cell.
Consider Hot Spot point include only existing the TD rooms point cell of TD-SCDMA signals covering and It is divided to cell two kinds of situations in the GSM rooms that there is the covering of GSM signals.Cell is taken with history separately below attached How to determine that history takes MPS process to describe as a example by closely there is TD rooms point cell or GSM rooms point cell In the range of building whether be hot spot region.
The first situation:History to take and there is TD rooms point cell near cell
First, determine the situation that there is TD rooms point cell in the distance threshold that history takes cell setting. In setting time section, statistical history takes the occupancy of intra-cell users and the Packet Service of TD rooms point cell Time span, according to the use that history takes intra-cell users Packet Service holding time length over-time threshold value Family obtains user's set.Number of users in the set can pre-set, and such as, at most wrap in the set Contain 10 users, if history takes intra-cell users Packet Service holding time length over-time threshold value Number of users more than 10, then can choose front the 10 of Packet Service holding time length over-time threshold value The user of position is put into user's set.Wherein, distance threshold can be determined according to system performance requirements, lifted For example, if the performance requirement of system is higher, the value of distance threshold can be than larger, if system Than relatively low, then the value of distance threshold can be with smaller for performance requirement.The embodiment of the present invention is adjusted the distance threshold value Value does not do specific restriction;Time threshold can be determined according to system performance requirements, for example, if The performance requirement of system is higher, then the value of time threshold can be than larger;If the performance requirement ratio of system Relatively low, then the value of time threshold can be with smaller.The embodiment of the present invention is not done to time threshold span Specific restriction.
Then, based on these TD rooms point cell, by the TD of the user occurred in above-mentioned user's set simultaneously Room point cell and history take cell and set up neighboring BS relationship.
By above-mentioned flow process, after the neighboring BS relationship that history is taken between cell and TD rooms point cell is set up, The history takes the user being divided in cell in cell and TD rooms and can be carried out in two minizones according to network condition Switching, so that obtain determining statistical data.Determining the building in the history occupancy cell coverage area During whether being hot spot region, the user in cell can be taken according to history and be switched to TD rooms point cell Number of times, cell coverage area will be taken with TD rooms point cell switching times at most or more than the history of threshold value Interior building are defined as hot spot region.Specifically, can set time period in, count history take little History is taken intra-cell users to TD rooms point cell by switching times of the user to TD rooms point cell in area Switching times be ranked up, switching times of the intra-cell users to TD rooms point cells are taken according to history Ranking results, the building that selects in history occupancy cell coverage area are defined as hot spot region.
Wherein, the threshold value can be determined according to system performance requirements.For example, if systematic function will Ask comparison high, then the value of the threshold value can be less;If the performance requirement of system is than relatively low, the threshold value Value can be than larger.The embodiment of the present invention does not do specific restriction to the value of the threshold value.
Second situation:History to take and there is GSM rooms point cell near cell
First, in setting time section, statistical history takes the number of times that intra-cell users are switched to adjacent area, root The switching times that intra-cell users are switched to adjacent area are taken according to history, from these adjacent areas, select first community, It can also be multiple cells that the first community can be a cell.Preferably, can select from the adjacent area of center Select out adjacent area of the switching times more than given threshold, it is also possible to select the adjacent area that switching times are most.
Then, GSM of the distance of selection and historical cell in given threshold from the adjacent area of first community The GSM rooms point cell that history takes cell and selects is set up neighboring BS relationship by room point cell;Specifically, The periphery of first community is determined with the presence or absence of GSM rooms point cell, if there is GSM rooms point cell, can Judging that history is taken in the distance threshold of cell according to the distance threshold apart from history occupancy cell setting is No have GSM rooms point cell, if existing, takes cell and is present in the history history and take little offset GSM rooms point cell in threshold range sets up neighboring BS relationship.
By above-mentioned flow process, after the neighboring BS relationship that history is taken between cell and GSM rooms point cell is set up, The history takes cell and GSM rooms be divided to cell for can be carried out in two minizones according to network condition Switching, so that obtain the statistical data for determining.Determining the building in the history occupancy cell coverage area During whether space is hot spot region, the user that can be taken in cell according to history is switched to GSM rooms point The number of times of cell, by the history occupancy MPS process with TD rooms point cell switching times at most or more than threshold value In the range of building be defined as hot spot region.Specifically, history occupancy can be counted in setting time section History is taken intra-cell users to GSM rooms by switching times of the intra-cell users to GSM rooms point cell The switching times of point cell are ranked up.Intra-cell users cutting to GSM rooms point cell is taken according to history Number of times ranking results are changed, the building that selects in history occupancy cell coverage area are defined as hot spot region.
In above-described embodiment, do not determine history take MPS process in the case of, can by history take cell and The room point cell taken in the range of cell distance threshold apart from history sets up neighboring BS relationship, can be taken according to history Intra-cell users and the switching statistical data of room point cell, fast searching to history are taken in cell coverage area Hot spot region.Solve positioning focus zone time in prior art long, the low problem of location efficiency.
Embodiment three
As shown in figure 4, the embodiment of the present invention three provides a kind of hot spot region positioning flow schematic diagram, main Comprise the following steps:
Step 401, according to Cell statistical data, determines Packet Service flow more than flow threshold and is grouped industry Outdoor cell of the business number of users more than number of users threshold value;
Step 402, determines that the history of Packet Service user in the outdoor cell takes cell;
, if it is outdoor cell that the history takes cell, and there is neighboring BS relationship with Hot Spot in step 403 But there is no handoff relation, then according to the history take cell in user Packet Service service condition with And the user in the history occupancy cell takes the measurement parameter of cell to the history, determines the history Take the position that the hot spot region in cell is located.
In above-mentioned flow process, the flow threshold being related to and number of users threshold value, can according to system performance requirements come Determine.For example, if the performance requirement of system is higher, the value of flow threshold and number of users threshold value Can be less;If the performance requirement of system, than relatively low, the value of flow threshold and number of users threshold value can compare Larger.The embodiment of the present invention does not do specific restriction to the value of flow threshold and number of users threshold value.Further Ground, in cell, Packet Service flow and Packet Service number of users can be preserved from base station or other network equipments Obtain in data.
In step 402, it is preferable that Packet Service can be chosen and take the longer user of duration, that is, be chosen high Traffic user, and the history occupancy cell of these high traffic users is counted, so that the positioning of hot spot region More reasonable, it is also possible to reduce the resource overhead in processing procedure.
Specifically, in step 402, can be by the user in outdoor cell according to Packet Service holding time Length is ranked up from high to low, chooses the user for coming front M positions, determines selected front S positions user History take cell.M is the integer more than or equal to 1.Wherein, the Packet Service of intra-cell users is accounted for The data acquisition that can be preserved from base station or other network equipments with duration to.
The history of user takes cell information and can get from the call data of the user.Specifically, first The history call data of the user are first obtained according to the international mobile subscriber identification code of the user, and then basis is gone through Cell information in history call data, count the user be resident cell, that is, count the user's History takes cell.
Further, the location parameter of history occupancy cell includes:Timing Advance, level and azimuth letter Breath.
Statistical history takes intra-cell users Packet Service holding time length in the setting time section, from history Packet Service holding time length is selected in the sequence of Packet Service holding time length in occupancy cell most long P user, wherein, P is the integer more than 1.
Further, count history take intra-cell users the history is taken cell Timing Advance and Level value.It is most long Packet Service holding time length in cell to be taken in setting time section from the history for counting P user in select the history that Timing Advance exceedes drop threshold less than time threshold and level attenuation Community user is taken, the history that selects occupancy community user is defined as screening user, according to screening user Azimuth information, using ground physics and chemistry sampled point method, determine there is hot spot region and screening user institute simultaneously The building taken in cell coverage area in history are hot spot region.
In above-described embodiment, determining that history takes cell and Hot Spot has adjacent area but there is no switching pass In the case of system, intra-cell users Packet Service can be taken in conjunction with history and use data, and history takes Intra-cell users take the measurement parameter of cell to the history, and comprehensive descision goes out history and takes cell coverage area Interior hot spot region.Solve positioning focus zone time in prior art long, the low problem of location efficiency.
Identical inventive concept is based on, the embodiment of the present invention also provides a kind of hot spot region positioner, below It is described in detail in conjunction with specific embodiments.
As shown in figure 5, the embodiment of the present invention provides a kind of hot spot region positioner, including select unit 51, First determining unit 52 and the second determining unit 53.
Select unit 51, for according to Cell statistical data, selecting Packet Service flow more than flow threshold and Outdoor cell of the Packet Service number of users more than number of users threshold value;
First determining unit 52, for determining that the history of the user in the outdoor cell takes cell;
Second determining unit 53, type and the history occupancy for taking cell according to the history are little Area and Hot Spot or the relation of room point cell, determine that the history takes the hot spot region in cell.
It is preferred that second determining unit 53 specifically for:
If it is indoor cell that the history takes cell, and there is neighboring BS relationship and switching pass with Hot Spot System, the then user for being taken in cell according to the history are switched to the switching statistical data of the Hot Spot, Determine whether the building that the history is taken in cell coverage area are hot spot region.
It is preferred that second determining unit 53 specifically for:
If it is time-division TD room point cell that the history takes cell, taken in cell according to the history User is switched to the number of times of the Hot Spot, determines that the building that the history is taken in cell coverage area are No for hot spot region;Or
If it is non-TD rooms point cell that the history takes cell, the use in cell is taken according to the history Family is switched to the number of times of the global system for mobile communications GSM room point cell in the Hot Spot, Yi Jisuo GSM rooms point cell is stated with the presence or absence of TD rooms point cell, determines that the history is taken in cell coverage area Building whether be hot spot region.
It is preferred that second determining unit 53 specifically for:
The user taken in cell according to the history is switched to the number of times of the Hot Spot, from the history Take and in cell, choose the history occupancy cells most with the Hot Spot switching times;
Selected history is taken the building in cell coverage area and is defined as hot spot region.
It is preferred that second determining unit 53 specifically for:
All described history according to determining takes the user in cell and is switched in the Hot Spot The number of times of GSM rooms point cell, chooses switching times most GSM rooms point cell;
If be present TD rooms point cell in the corresponding building of the GSM rooms point cell of the selection, it is determined that cut Change to the most history occupancy cell of the GSM rooms point cell number of times of the selection;
The history that determines is taken the building in cell coverage area and is defined as hot spot region.
It is preferred that second determining unit 53 specifically for:
If the history takes cell and there is no neighboring BS relationship with Hot Spot but there is switching with room point cell Relation, the then user for being taken in cell according to the history are switched to the switching statistical number of the room point cell According to determining whether the building that the history is taken in cell coverage area are hot spot region.
It is preferred that second determining unit 53 specifically for:
Determine cell setting is being taken apart from interior with the presence or absence of TD rooms point cell apart from the history;
If existing, judge that the history takes Packet Service holding time length over-time threshold value in cell User whether also in the cell coverage area of the TD rooms point, if so, by the history take cell and The TD rooms point cell sets up neighboring BS relationship;
The user taken in cell according to the history is switched to the number of times of the TD rooms point cell, will be with institute TD rooms point cell switching times are stated at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
It is preferred that second determining unit 53 specifically for:
The user taken in cell according to the history is switched to the number of times of adjacent area, chooses the from the adjacent area One cell;
Choose from the adjacent area of the first community with the distance of the historical cell in given threshold The GSM rooms point cell that the history takes cell and selects is set up neighboring BS relationship by GSM rooms point cell; The user taken in cell according to the history is switched to the number of times of the GSM rooms point cell, will with described GSM rooms point cell switching times are at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
It is preferred that second determining unit 53 specifically for:
If it is outdoor cell that the history takes cell, and there is neighboring BS relationship but do not exist with Hot Spot and cut Relation is changed, then the Packet Service service condition and the history of the user in cell is taken according to the history The measurement parameter that the user in cell takes cell to the history is taken, determines that the history is taken in cell Hot spot region be located position.
It is preferred that the location parameter that the history takes cell includes:Timing Advance, level and azimuth Information;
Second determining unit 53 specifically for:
The history is taken the Packet Service service condition of intra-cell users, the history to take in cell and use Family takes the Timing Advance of cell to the history less than time threshold and level attenuation exceedes drop threshold History take cell place building and be defined as hot spot region.
It is preferred that determine the first determining unit 52 specifically for:
Duration order from high to low taken to institute according to the Packet Service of the user in the outdoor cell The user stated in outdoor cell is ranked up;
The user for coming top N is chosen, N is the integer more than or equal to 1;
Determine that the history of selected user takes cell.
In above-described embodiment, select Packet Service flow more than flow threshold and packet according to Cell statistical data Outdoor cell of the service-user number more than number of users threshold value, then the history for determining user in the outdoor cell Cell is taken, and it is little with focus that the type and the history for then cell being taken according to the history takes cell Area or the relation of room point cell, determine that the history takes the hot spot region in cell, go through such that it is able to combine History takes intra-cell users Packet Service and uses data, and history takes intra-cell users and the history is taken The measurement parameter of cell, comprehensive descision go out history and take the hot spot region in cell coverage area.Due to above-mentioned For determining that the foundation of hot spot region can be obtained according to the statistical data of the network equipment, therefore with existing skill Art compare manually may not necessarily be paid a return visit or field reconnaissance work, thus can carry compared with prior art Hot spots zone location efficiency.
Presently preferred embodiments of the present invention is the foregoing is only, the present invention is not limited to, all at this Within bright spirit and principle, any modification, equivalent substitution and improvements that is made etc. should be included in this Within bright protection domain.
The present invention is produced with reference to method according to embodiments of the present invention, equipment (system) and computer program The flow chart and/or block diagram of product is describing.It should be understood that can by computer program instructions flowchart and / or block diagram in each flow process and/or square frame and flow chart and/or the flow process in block diagram and/ Or the combination of square frame.These computer program instructions can be provided to general purpose computer, special-purpose computer, embedded The processor of formula datatron or other programmable data processing devices is producing a machine so that by calculating The instruction of the computing device of machine or other programmable data processing devices is produced for realization in flow chart one The device of the function of specifying in individual flow process or one square frame of multiple flow processs and/or block diagram or multiple square frames.
These computer program instructions may be alternatively stored in and computer or the process of other programmable datas can be guided to set In the standby computer-readable memory for working in a specific way so that be stored in the computer-readable memory Instruction produce and include the manufacture of command device, command device realization is in one flow process or multiple of flow chart The function of specifying in one square frame of flow process and/or block diagram or multiple square frames.
These computer program instructions can be also loaded in computer or other programmable data processing devices, made Obtaining, series of operation steps is executed on computer or other programmable devices to produce computer implemented place Reason, the instruction so as to execute on computer or other programmable devices are provided for realizing in flow chart one The step of function of specifying in flow process or one square frame of multiple flow processs and/or block diagram or multiple square frames.
, but those skilled in the art once know base although preferred embodiments of the present invention have been described This creative concept, then can make other change and modification to these embodiments.So, appended right will Ask and be intended to be construed to include preferred embodiment and fall into the had altered of the scope of the invention and change.
Obviously, those skilled in the art can carry out various changes and modification without deviating from this to the present invention Bright spirit and scope.So, if the present invention these modification and modification belong to the claims in the present invention and Within the scope of its equivalent technologies, then the present invention is also intended to comprising these changes and modification.

Claims (22)

1. a kind of hot spot region localization method, it is characterised in that include:
According to Cell statistical data, Packet Service flow is selected more than flow threshold and Packet Service number of users is big Outdoor cell in number of users threshold value;
Determine that the history of the user in the outdoor cell takes cell;
The type and the history that cell is taken according to the history takes cell with Hot Spot or room point The relation of cell, determines that the history takes the hot spot region in cell.
2. the method for claim 1, it is characterised in that described cell is taken according to the history Type and the history take the relation of cell and Hot Spot or room point cell, determine that the history is accounted for With the hot spot region in cell, including:
If it is indoor cell that the history takes cell, and there is neighboring BS relationship and switching pass with Hot Spot System, the then user for being taken in cell according to the history are switched to the switching statistical data of the Hot Spot, Determine whether the building that the history is taken in cell coverage area are hot spot region.
3. method as claimed in claim 2, it is characterised in that described cell is taken according to the history Interior user is switched to the switching statistical data of the Hot Spot, determines that the history takes MPS process model Whether the building in enclosing are hot spot region, including:
If it is time-division TD room point cell that the history takes cell, taken in cell according to the history User is switched to the number of times of the Hot Spot, determines that the building that the history is taken in cell coverage area are No for hot spot region;Or
If it is non-TD rooms point cell that the history takes cell, the use in cell is taken according to the history Family is switched to the number of times of the global system for mobile communications GSM room point cell in the Hot Spot, Yi Jisuo GSM rooms point cell is stated with the presence or absence of TD rooms point cell, determines that the history is taken in cell coverage area Building whether be hot spot region.
4. method as claimed in claim 3, it is characterised in that described cell is taken according to the history Interior user is switched to the number of times of the Hot Spot, determines that the history takes the building in cell coverage area Whether space is hot spot region, including:
The user taken in cell according to the history is switched to the number of times of the Hot Spot, from the history Choose or switching times most with the Hot Spot switching times to account for more than the history of threshold value in occupancy cell Use cell;
Selected history is taken the building in cell coverage area and is defined as hot spot region.
5. method as claimed in claim 3, it is characterised in that described cell is taken according to the history Interior user is switched to the number of times of GSM rooms point cell, and the GSM rooms point cell whether there is TD Room point cell, determines whether the building that the history is taken in cell coverage area are hot spot region, including:
All described history according to determining takes the user in cell and is switched in the Hot Spot The number of times of GSM rooms point cell, chooses switching times most GSM rooms point cell;
If be present TD rooms point cell in the corresponding building of the GSM rooms point cell of the selection, it is determined that cut Change to the most history occupancy cell of the GSM rooms point cell number of times of the selection;
The history that determines is taken the building in cell coverage area and is defined as hot spot region.
6. the method for claim 1, it is characterised in that described cell is taken according to the history Type and the history take the relation of cell and Hot Spot or room point cell, determine that the history is accounted for With the hot spot region in cell, including:
If the history takes cell and there is no neighboring BS relationship with Hot Spot but there is switching with room point cell Relation, the then user for being taken in cell according to the history are switched to the switching statistical number of the room point cell According to determining whether the building that the history is taken in cell coverage area are hot spot region.
7. method as claimed in claim 6, it is characterised in that described cell is taken according to the history Interior user is switched to the switching statistical data of the room point cell, determines that the history takes MPS process model Whether the building in enclosing are hot spot region, including:
Determine cell setting is being taken apart from interior with the presence or absence of TD rooms point cell apart from the history;
If existing, judge that the history takes Packet Service holding time length over-time threshold value in cell User whether also in the cell coverage area of the TD rooms point, if so, by the history take cell and The TD rooms point cell sets up neighboring BS relationship;
The user taken in cell according to the history is switched to the number of times of the TD rooms point cell, will be with institute TD rooms point cell switching times are stated at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
8. method as claimed in claim 6, it is characterised in that described cell is taken according to the history Interior user is switched to the switching statistical data of the room point cell, determines that the history takes MPS process model Whether the building in enclosing are hot spot region, including:
The user taken in cell according to the history is switched to the number of times of adjacent area, chooses the from the adjacent area One cell;
Choose from the adjacent area of the first community with the distance of the historical cell in given threshold The GSM rooms point cell that the history takes cell and selects is set up neighboring BS relationship by GSM rooms point cell; The user taken in cell according to the history is switched to the number of times of the GSM rooms point cell, will with described GSM rooms point cell switching times are at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
9. the method for claim 1, it is characterised in that described cell is taken according to the history Type and the history take the relation of cell and Hot Spot or room point cell, determine that the history is accounted for With the hot spot region in cell, including:
If it is outdoor cell that the history takes cell, and there is neighboring BS relationship but do not exist with Hot Spot and cut Relation is changed, then the Packet Service service condition and the history of the user in cell is taken according to the history The measurement parameter that the user in cell takes cell to the history is taken, determines that the history is taken in cell Hot spot region be located position.
10. method as claimed in claim 9, it is characterised in that the history takes the position ginseng of cell Number includes:Timing Advance, level and azimuth information;
The Packet Service service condition and the history of the user taken according to the history in cell The measurement parameter that the user in cell takes cell to the history is taken, determines that the history is taken in cell Hot spot region be located position, including:
The history is taken the Packet Service service condition of intra-cell users, the history to take in cell and use Family takes the Timing Advance of cell to the history less than time threshold and level attenuation exceedes drop threshold History take cell place building and be defined as hot spot region.
11. methods as any one of claim 1 to 10, it is characterised in that determine the room The history of outer intra-cell users takes cell, including:
Duration order from high to low taken to institute according to the Packet Service of the user in the outdoor cell The user stated in outdoor cell is ranked up;
The user for coming top N is chosen, N is the integer more than or equal to 1;
Determine that the history of selected user takes cell.
12. a kind of hot spot region positioners, it is characterised in that include:
Select unit, for according to Cell statistical data, selecting Packet Service flow more than flow threshold and dividing Outdoor cell of the group service-user number more than number of users threshold value;
First determining unit, for determining that the history of the user in the outdoor cell takes cell;
Second determining unit, takes cell for taking the type and the history of cell according to the history With Hot Spot or the relation of room point cell, determine that the history takes the hot spot region in cell.
13. devices as claimed in claim 12, it is characterised in that second determining unit is specifically used In:
If it is indoor cell that the history takes cell, and there is neighboring BS relationship and switching pass with Hot Spot System, the then user for being taken in cell according to the history are switched to the switching statistical data of the Hot Spot, Determine whether the building that the history is taken in cell coverage area are hot spot region.
14. devices as claimed in claim 13, it is characterised in that second determining unit is specifically used In:
If it is time-division TD room point cell that the history takes cell, taken in cell according to the history User is switched to the number of times of the Hot Spot, determines that the building that the history is taken in cell coverage area are No for hot spot region;Or
If it is non-TD rooms point cell that the history takes cell, the use in cell is taken according to the history Family is switched to the number of times of the global system for mobile communications GSM room point cell in the Hot Spot, Yi Jisuo GSM rooms point cell is stated with the presence or absence of TD rooms point cell, determines that the history is taken in cell coverage area Building whether be hot spot region.
15. devices as claimed in claim 14, it is characterised in that second determining unit is specifically used In:
The user taken in cell according to the history is switched to the number of times of the Hot Spot, from the history Take and in cell, choose the history occupancy cells most with the Hot Spot switching times;
Selected history is taken the building in cell coverage area and is defined as hot spot region.
16. devices as claimed in claim 14, it is characterised in that second determining unit is specifically used In:
All described history according to determining takes the user in cell and is switched in the Hot Spot The number of times of GSM rooms point cell, chooses switching times most GSM rooms point cell;
If be present TD rooms point cell in the corresponding building of the GSM rooms point cell of the selection, it is determined that cut Change to the most history occupancy cell of the GSM rooms point cell number of times of the selection;
The history that determines is taken the building in cell coverage area and is defined as hot spot region.
17. devices as claimed in claim 12, it is characterised in that second determining unit is specifically used In:
If the history takes cell and there is no neighboring BS relationship with Hot Spot but there is switching with room point cell Relation, the then user for being taken in cell according to the history are switched to the switching statistical number of the room point cell According to determining whether the building that the history is taken in cell coverage area are hot spot region.
18. devices as claimed in claim 17, it is characterised in that second determining unit is specifically used In:
Determine cell setting is being taken apart from interior with the presence or absence of TD rooms point cell apart from the history;
If existing, judge that the history takes Packet Service holding time length over-time threshold value in cell User whether also in the cell coverage area of the TD rooms point, if so, by the history take cell and The TD rooms point cell sets up neighboring BS relationship;
The user taken in cell according to the history is switched to the number of times of the TD rooms point cell, will be with institute TD rooms point cell switching times are stated at most or more than the building in the history occupancy cell coverage area of threshold value Space is defined as hot spot region.
19. devices as claimed in claim 17, it is characterised in that second determining unit is specifically used In:
The user taken in cell according to the history is switched to the number of times of adjacent area, chooses the from the adjacent area One cell;
Choose from the adjacent area of the first community with the distance of the historical cell in given threshold The GSM rooms point cell that the history takes cell and selects is set up neighboring BS relationship by GSM rooms point cell;
The user taken in cell according to the history is switched to the number of times of the GSM rooms point cell, will be with The GSM rooms point cell switching times are at most or more than in the history occupancy cell coverage area of threshold value Building be defined as hot spot region.
20. devices as claimed in claim 12, it is characterised in that second determining unit is specifically used In:
If it is outdoor cell that the history takes cell, and there is neighboring BS relationship but do not exist with Hot Spot and cut Relation is changed, then the Packet Service service condition and the history of the user in cell is taken according to the history The measurement parameter that the user in cell takes cell to the history is taken, determines that the history is taken in cell Hot spot region be located position.
21. devices as claimed in claim 20, it is characterised in that the history takes the position of cell Parameter includes:Timing Advance, level and azimuth information;
Second determining unit specifically for:
The history is taken the Packet Service service condition of intra-cell users, the history to take in cell and use Family takes the Timing Advance of cell to the history less than time threshold and level attenuation exceedes drop threshold History take cell place building and be defined as hot spot region.
22. devices as any one of claim 12 to 21, it is characterised in that described first is true Order unit specifically for:
Duration order from high to low taken to institute according to the Packet Service of the user in the outdoor cell The user stated in outdoor cell is ranked up;
The user for coming top N is chosen, N is the integer more than or equal to 1;
Determine that the history of selected user takes cell.
CN201510563389.5A 2015-09-07 2015-09-07 A kind of hot spot region localization method and device Active CN106507380B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510563389.5A CN106507380B (en) 2015-09-07 2015-09-07 A kind of hot spot region localization method and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510563389.5A CN106507380B (en) 2015-09-07 2015-09-07 A kind of hot spot region localization method and device

Publications (2)

Publication Number Publication Date
CN106507380A true CN106507380A (en) 2017-03-15
CN106507380B CN106507380B (en) 2019-11-19

Family

ID=58287853

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510563389.5A Active CN106507380B (en) 2015-09-07 2015-09-07 A kind of hot spot region localization method and device

Country Status (1)

Country Link
CN (1) CN106507380B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109391990A (en) * 2017-08-07 2019-02-26 中国移动通信集团浙江有限公司 A kind of wireless traffic method for monitoring performance and system
CN113573334A (en) * 2021-07-01 2021-10-29 中国联合网络通信集团有限公司 User resident area determining method and device

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070254652A1 (en) * 2006-04-28 2007-11-01 Samsung Electronics Co., Ltd. Apparatus And Method For Switching Between Single User And Multi-User MIMO Operation In A Wireless Network
CN102264097A (en) * 2011-08-26 2011-11-30 北京铭润创展科技有限公司 Method for positioning GSM (global system for mobile communication) mobile communication network terminal
CN102300220A (en) * 2011-09-16 2011-12-28 华为技术有限公司 Method and device for determining deployment position of micro base station
CN102595454A (en) * 2012-01-19 2012-07-18 大唐移动通信设备有限公司 Method and device for positioning 3G traffic hot spot area
CN103974330A (en) * 2013-01-31 2014-08-06 中国移动通信集团公司 Method and device for balancing business volume of cell
CN104244321A (en) * 2014-09-19 2014-12-24 京信通信系统(中国)有限公司 Cell energy saving and awakening method and device

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070254652A1 (en) * 2006-04-28 2007-11-01 Samsung Electronics Co., Ltd. Apparatus And Method For Switching Between Single User And Multi-User MIMO Operation In A Wireless Network
CN102264097A (en) * 2011-08-26 2011-11-30 北京铭润创展科技有限公司 Method for positioning GSM (global system for mobile communication) mobile communication network terminal
CN102300220A (en) * 2011-09-16 2011-12-28 华为技术有限公司 Method and device for determining deployment position of micro base station
CN102595454A (en) * 2012-01-19 2012-07-18 大唐移动通信设备有限公司 Method and device for positioning 3G traffic hot spot area
CN103974330A (en) * 2013-01-31 2014-08-06 中国移动通信集团公司 Method and device for balancing business volume of cell
CN104244321A (en) * 2014-09-19 2014-12-24 京信通信系统(中国)有限公司 Cell energy saving and awakening method and device

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109391990A (en) * 2017-08-07 2019-02-26 中国移动通信集团浙江有限公司 A kind of wireless traffic method for monitoring performance and system
CN109391990B (en) * 2017-08-07 2022-06-03 中国移动通信集团浙江有限公司 Wireless service performance monitoring method and system
CN113573334A (en) * 2021-07-01 2021-10-29 中国联合网络通信集团有限公司 User resident area determining method and device
CN113573334B (en) * 2021-07-01 2023-06-16 中国联合网络通信集团有限公司 Method and device for determining resident area of user

Also Published As

Publication number Publication date
CN106507380B (en) 2019-11-19

Similar Documents

Publication Publication Date Title
CN103338504B (en) The associating self-configuration method of multiple AP channel and power in WLAN (wireless local area network)
CN103037399B (en) A kind of different frequency measurement configuration method and device
CN101695173B (en) Cell-skipping evaluation method and device
EP2262305A1 (en) Mobile communication system, and method of allocating wireless resource
CN101296477B (en) Method and device for planning network topological
CN104244335A (en) Interference coordination method, interference coordination device and measuring device
CN103703800B (en) Cell interoperation treating method and apparatus
CN103037388B (en) Method and device for confirming distribution of user equipment
CN103037377B (en) A kind of co-channel interference coordination approach and device
CN103179582B (en) A kind of room subsystem site selecting method and system
CN103079235A (en) Method and device for realizing load balance in long term evolution (LTE) system
CN103841602A (en) Neighborhood configuration method and system
CN105282784B (en) Method based on the overlapping covering of measurement report data system positioning and optimizing TDD-LTE network
CN102395136A (en) Telephone traffic distribution calculation method based on neighbor cell field intensity information and system thereof
CN102325333B (en) Indoor neighbor cell coverage planning method of multi-storey building based on radio frequency remote system
CN104780547A (en) Method and device for determining working frequency points of cells
CN102036327B (en) Method for switching UE (User Equipment) from outdoor base station to indoor base station in TD-SCDMA (Time Division-Synchronization Code Division Multiple Access)
CN106507380A (en) A kind of hot spot region localization method and device
CN103813384B (en) Method and device for balancing business in wireless network cell set
CN105517000B (en) A kind of method and device of cell splitting
CN103428702B (en) A kind of resource allocation methods controlling presence of intercell interference
CN103916873B (en) A kind of existing network mends the configuring method for neighboring area and device at station
CN105246088A (en) Base station and adjacent cell list configuration method
CN106817691A (en) A kind of PCI distribution method and device
CN106550400A (en) Interference management method and the flow discharging method and device using the method

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant