CN102769866B - A kind of differentiating method of indoor and outdoor business datum and equipment - Google Patents
A kind of differentiating method of indoor and outdoor business datum and equipment Download PDFInfo
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- CN102769866B CN102769866B CN201210201752.5A CN201210201752A CN102769866B CN 102769866 B CN102769866 B CN 102769866B CN 201210201752 A CN201210201752 A CN 201210201752A CN 102769866 B CN102769866 B CN 102769866B
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Abstract
The embodiment of the invention discloses differentiating method and the equipment of indoor and outdoor business datum, relate to the communications field, by the thresholding determined, house data is separated with outdoor data.The method that the embodiment of the present invention provides comprises: the business datum obtaining network service district, and business datum described in each comprises Received signal strength measured value and locating information; Business datum described in each is corresponded to a network grid by the locating information according to described business datum; The Received signal strength threshold value of network grid described in each is determined according to Received signal strength measured value corresponding in network grid described in each and Received signal strength theoretical value, wherein, the Received signal strength theoretical value of described network grid is according to the Received signal strength value in the described network grid of propagation model acquisition; Received signal strength measured value according to the Received signal strength threshold value of network grid described in each and corresponding each corresponding to network grid distinguishes indoor business datum and the outdoor service data of network grid described in each.
Description
Technical field
The present invention relates to the communications field, particularly relate to a kind of differentiating method and equipment of indoor and outdoor business datum.
Background technology
Along with the arrival of mobile broadband era, a large amount of mobile subscriber produces a large amount of network capacity requirements, especially for mobile subscriber thick and fast, causes great impact to mobile network, so need mobile network to carry out dilatation, and then the configuration of optimized network.And the indexs such as traffic density, traffic distribution are carried out to the comprehensive analysis of relevance, the accurate planning of formulating capacity website and dilatation website is played a very important role.
Prior art is by measurement report (Measurement Report, being called for short MR) data can locate the position of MR when mobile subscriber converses, the intensive situation of traffic distribution is obtained according to the position distribution of MR data, according to the intensive situation of traffic distribution, can be hot spot region from which region of recognition network geographical position, which Shi Fei hot spot region, region, and then according to hot spot region and non-hot spot region, network is optimized.
But indoor MR data and outdoor MR data can not be effectively separated by prior art, and then can not effectively focus and outdoor focus in divided chamber, corresponding capacity-enlargement technology can not be selected according to indoor focus and outdoor focus.
Summary of the invention
Embodiments of the invention provide a kind of differentiating method and equipment of indoor and outdoor business datum, according to the difference of indoor business datum and outdoor service data reception signal, utilize the thresholding of the method determination indoor and outdoor business datum of statistics, house data and outdoor data can be effectively separated, for indoor focus provides foundation with being separated of outdoor focus.
For achieving the above object, the technical scheme that the embodiment of the present invention adopts is,
On the one hand, the embodiment of the present invention provides a kind of differentiating method of indoor and outdoor business datum, comprising:
Obtain the business datum of network service district, business datum described in each comprises Received signal strength measured value and locating information;
Business datum described in each is corresponded to a network grid by the locating information according to described business datum;
According to Received signal strength measured value corresponding in network grid described in each and correspondence each described in the Received signal strength theoretical value of network grid determine the Received signal strength threshold value of network grid described in each, wherein, the Received signal strength theoretical value of described network grid is according to the Received signal strength value in the described network grid of propagation model acquisition;
In network grid according to the Received signal strength threshold value of network grid described in each and corresponding each, indoor business datum and the outdoor service data of network grid described in each distinguished by corresponding Received signal strength measured value.
On the other hand, the embodiment of the present invention provides a kind of differentiation equipment of indoor and outdoor business datum, comprises,
Acquiring unit, for obtaining the business datum of network service district, business datum described in each comprises Received signal strength measured value and locating information;
Corresponding unit, corresponds to a network grid for the locating information according to described business datum by business datum described in each;
Threshold value corresponding unit, for according to Received signal strength measured value corresponding in network grid described in each and correspondence each described in the Received signal strength theoretical value of network grid determine the Received signal strength threshold value of network grid described in each, wherein, the Received signal strength theoretical value of described network grid is according to the Received signal strength value in the described network grid of propagation model acquisition;
Discrimination unit, distinguishes indoor business datum and the outdoor service data of network grid described in each for the Received signal strength measured value according to the Received signal strength threshold value of network grid described in each and corresponding each corresponding to network grid.
The differentiating method of the indoor and outdoor business datum that the embodiment of the present invention provides and equipment, according to the difference of indoor business datum and outdoor service data reception signal, utilize the thresholding of the method determination indoor and outdoor business datum of statistics, and then indoor MR data and outdoor MR data are effectively separated, realize being separated of indoor focus and outdoor focus, and then realize selecting corresponding capacity-enlargement technology according to indoor focus and outdoor focus.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to these accompanying drawings.
The differentiating method flow chart of a kind of indoor and outdoor business datum that Fig. 1 provides for the embodiment of the present invention;
The differentiating method flow chart of the another kind of indoor and outdoor business datum that Fig. 2 provides for the embodiment of the present invention;
Fig. 3 is network grid map;
Fig. 4 is the network grid map after distribution service data;
The structure drawing of device of the differentiation equipment of a kind of indoor and outdoor business datum that Fig. 5 provides for the embodiment of the present invention;
The structure drawing of device of the differentiation equipment of the another kind of indoor and outdoor business datum that Fig. 6 provides for the embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, be clearly and completely described the technical scheme in the embodiment of the present invention, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
Embodiments provide a kind of thresholding defining method of indoor and outdoor business datum, see Fig. 1, comprise,
S101: the business datum obtaining network service district, business datum described in each comprises Received signal strength measured value and locating information;
S102: business datum described in each is corresponded to a network grid by the locating information according to described business datum;
S103: according to Received signal strength measured value corresponding in network grid described in each and correspondence each described in the Received signal strength theoretical value of network grid determine the Received signal strength threshold value of network grid described in each, wherein, the Received signal strength theoretical value of described network grid is according to the Received signal strength value in the described network grid of propagation model acquisition;
S104: the Received signal strength measured value according to the Received signal strength threshold value of network grid described in each and corresponding each corresponding to network grid distinguishes indoor business datum and the outdoor service data of network grid described in each.
The differentiating method of the indoor and outdoor business datum that the embodiment of the present invention provides, according to the difference of indoor business datum and outdoor service data reception signal, utilize the thresholding of the method determination indoor and outdoor business datum of statistics, and then indoor MR data and outdoor MR data are effectively separated, realize being separated of indoor focus and outdoor focus, and then realize selecting corresponding capacity-enlargement technology according to indoor focus and outdoor focus.
Another embodiment of the present invention introduces the differentiating method of indoor and outdoor business datum in detail, see Fig. 2, comprising:
S201: the business datum obtaining network service district, business datum described in each all comprises Received signal strength measured value and locating information;
Exemplary, the present embodiment can be obtained the business datum of network service district by calculation server, according to actual needs, can be added up the indoor business segment of subscriber equipmenies all in this network service district and outdoor service branch by all business datums obtained in network service district; Also by the business datum obtaining specific one subscriber equipment in network service district, the indoor business segment of specific one subscriber equipment and outdoor service branch can be added up; Can also be added up the indoor business segment of the subscriber equipment of this special group and outdoor service branch by the business datum of the subscriber equipment obtaining a special group in network service district.The present embodiment is only described the indoor business segment of subscriber equipmenies all in this network service district and the statistics of outdoor service branch with all business datums obtained in network service district, but the present embodiment does not limit this.
Network service district described in the embodiment of the present invention can pointer to all Serving cells in a regional networking, wherein regional changeable, needs according to the network optimization are determined, can be such as all Serving cells in Shenzhen's networking, also can be Shenzhen district's networking in all Serving cells.The present embodiment is described for the network optimization of Shenzhen, and the principle in other areas is identical.
Preferably, a update cycle can be set, all data of network service district in each update cycle be processed respectively, the thresholding of dynamic indoor and outdoor business datum can be obtained like this.The length of update cycle can set as required, such as, can be one day, one week etc.The present embodiment was described for one of them cycle, the business datum within the scope of the present embodiment hereinafter described all business datum Jun Zhi Shenzhen networkings in the update cycle.
Exemplary, each business datum comprises Received signal strength measured value and locating information, wherein, described Received signal strength measured value represents the size of the signal that the actual base station received of terminal sends, can with different Parametric Representations in different applications, such as, universal mobile telecommunications system (Universal Mobile Telecommunications System, be called for short UMTS) in, Received signal strength measured value can be received signal code territory (Received Signal Code Power, be called for short RSCP), at Long Term Evolution (Long Term Evolution, be called for short LTE) in technology, Received signal strength measured value can be Reference Signal Received Power (Reference Signal Receiving Power, be called for short RSRP), at global system for mobile communications (Global System For Mobile Communications, be called for short GSM) in, Received signal strength measured value can be received signal level (Received Signal Level, be called for short RXLEV).The present embodiment is described for the RSCP in WCDMA technology, but the present embodiment does not restrict the technical field of the present invention's application and the design parameter of Received signal strength measured value representative.
Locating information can comprise global positioning system (Global Positioning System, be called for short GPS) locating information, the general principle of GPS location is as known known date according to the satellite instantaneous position of high-speed motion, adopt the method for space length resection, determine the position of tested point.The method of GPS location is diversified, and can adopt different localization methods according to different purposes, the present embodiment is not construed as limiting this.
Or, utilize the information of the time of advent (Time of Arrival is called for short TOA) localization method, the time of advent poor (Time Difference of Arrival is called for short TDOA) localization method.Such as comprise the Loop Round Trip Time (Round Trip Time be called for short RTT) of at least three communities to terminal.
Wherein, the general principle of TOA is, TOA represents that the signal between terminal and community propagates duration (RTT/2), and the speed that radio wave is propagated in atmosphere is light velocity c, and therefore the distance of community and terminal is c* (RTT/2).Utilize the distance between at least 3 communities and terminal, just can draw the position of terminal according to three limit positioning principles.
TDOA is the innovatory algorithm of TOA.TDOA still adopts the mode according to time Estimate distance, with TOA unlike, TDOA represents that the propagation duration of signal between terminal and Liang Ge community is poor, just can obtain the difference of the distance of terminal and Liang Ge community according to the product of light velocity c and the propagation duration difference between terminal and Liang Ge community.Because the difference of the distance of 2 equals a constant, this meets hyp characteristic, utilizes 3 communities can obtain 3 hyperbolas, these 3 hyp intersection point position locations (also only can consider two hyperbolas wherein).
Exemplary, calculation server can receive the MR data that data acquisition equipment gathers from network, then according to MR data acquisition service data.
MR data are important means that network side obtains terminal wireless information, mainly comprise two parts: upward signal information and downstream signal information.
Exemplary, downstream signal information is measured by the network terminal and is gathered, and reports data acquisition unit by measurement report (Measurement Report) signaling of eating dishes without rice or wine; Upward signal information is measured by the base transceiver station (Base Transceiver Station is called for short BTS) of network side and is gathered and report data acquisition unit.
MR data can comprise RSCP measured value, GPS information.
Because the MR data of data acquisition unit acquires carry out the different piece of automatic network, calculation server obtains business datum after the MR data of same terminal, a same business can being arranged.
Business datum can store with form or other forms, namely can be stored in calculation server, also can be stored in other storage elements and use for calculation server.
S202: business datum described in each is corresponded to a network grid by the locating information according to described business datum;
Exemplary, calculation server can pre-set network grid map and storage network grid map data.See Fig. 3, the region in Shenzhen's networking is divided into the identical multiple network grids of size by this network grid map according to a certain percentage.Wherein, network grid map data can comprise longitude and the latitude of each grid, grid is numbered, Cell Identity CI, the Received signal strength theoretical value of adjacent area identification number and each grid, wherein, described Received signal strength theoretical value represents the size according to the signal in the described network grid of propagation model acquisition, can with different Parametric Representations in different applications, but need consistent with the parameter that the Received signal strength measured value in business datum represents, such as, when Received signal strength measured value in business datum is RSCP, Received signal strength theoretical value is RSCP theoretical value, when Received signal strength measured value is RSRP, Received signal strength theoretical value is RSRP theoretical value, when Received signal strength measured value is RXLEV, Received signal strength theoretical value is RSCP theoretical value.Because the present embodiment Received signal strength measured value is described for the RSCP in UMTS technology, so, in the present embodiment, Received signal strength theoretical value is RSCP theoretical value, but the present embodiment does not restrict the technical field of the present invention's application and the design parameter of Received signal strength theoretical value representative.
Exemplary, the RSCP theoretical value of described network grid is according to the RSCP value in the described network grid of propagation model acquisition.Each network grid belongs to a main Serving cell, also has neighbor cell.Can the RSCP transmitted value of each main Serving cell pre-recorded.
According to the locating information of business datum, this business datum is corresponded to a network grid and can have multiple implementation method, exemplary, can comprise:
The calculating location coordinate that each business datum described in correspondence occurs is determined according to the locating information of each business datum;
The calculating location coordinate that business datum described in each occurs is mated with the position coordinates in the network grid map comprising multiple network grid, determines the network grid that business datum described in each is corresponding.
Exemplary, calculation server locates each business datum according to the location fixed interest inside each business datum.
GPS location utilizes at least 4 satellite-signals to determine the position of terminal, and current GPS can reach the positioning precision within ten meters.But, because GPS location depends on catching and receiving satellite-signal, and under indoor environment, be difficult to the signal receiving position location satellite, cause GPS to locate cannot normally use, so, preferably, if containing GPS locating information in business datum, utilize GPS to locate business datum, if business datum inside does not have GPS locating information, then according to the method for RTT Information Pull TOA or TDOA, business datum is positioned, obtain the coordinate of each business datum, preferably, the coordinate of business datum can represent with longitude and latitude.
Exemplary, the coordinate of each business datum mates with coordinate in network grid map by calculation server, determines the network grid that business datum described in each is corresponding.Such as, suppose that the position of mating with the longitude and latitude of business datum 11 in network grid map is in first network grid, then business datum 11 is corresponded to first network grid.Participate in Fig. 4, each business datum can be mapped to corresponding position in network grid as a point.Preferably, each network grid can be used a set expression respectively, the business datum comprised in the update cycle in each network grid is as the element of each set of correspondence, such as, business datum in the update cycle of first network grid can be expressed as { business datum 11, business datum 12, business datum 13, business datum 14, ..., business datum in the update cycle of second network grid can be expressed as { business datum 21, business datum 22, business datum 23, business datum 24, ..., other network grid method for expressing are identical.Certainly, also the business datum comprised in the update cycle in each network grid can be carried out adding up and representing with list.
S203: according to the propagation model of radio wave, obtains the Received signal strength theoretical value of each network grid described;
Exemplary, in the present embodiment, Received signal strength theoretical value is RSCP theoretical value.
Exemplary, the RSCP theoretical value of described network grid is according to the RSCP value in the described network grid of propagation model acquisition.Each network grid belongs to a main Serving cell, can the RSCP transmitted value of each main Serving cell pre-recorded.
Exemplary, calculation server can pre-set the propagation model of network service district, in practical application, because the wireless propagation environment in each province, city varies, such as, be in the city of knob compared with the city being in plains region, its communication environments has a great difference, so both propagation models also can exist larger difference.Therefore, preferably, the propagation model of network service district can be determined in Combining with terrain, landforms, building, the isoparametric impact of vegetation.
Such as, propagation model can be RSCP=RSCP
0-[128.1+37.6log10 (D)],
Wherein, RSCP is theoretical value, RSCP
0for transmitted value, 128.1+37.6log10 (D) is path loss (Path Loss is called for short PL), and D is the distance of base station and terminal, and unit is km.
According to propagation model, the RSCP theoretical value in each network grid of network service district can be obtained, exemplary, when calculating the RSCP theoretical value of one of them specific network grid, can determine according to the numbering of network grid the main Serving cell that network grid belongs to, and then the RSCP of main Serving cell can be obtained
0, utilize the RSCP transmitted value of main Serving cell and main Serving cell to the distance D of this network grid, the RSCP theoretical value of this grid can be calculated according to propagation model.In addition, according to computing capability and the storage capacity of calculation server, the RSCP theoretical value of each network grid can precalculate and obtains and store, and also can calculate in real time.
According to the propagation principle of wireless signal, the aerial loss of signal and through the loss difference of building apart from larger, so, place and identical reception place are transmitted for same radio, the RSCP value difference of the signal that indoor and outdoors receives.So the difference of the RSCP theoretical value in a network grid and the penetration loss of this area's building can as the foundation determining indoor business datum and outdoor service data threshold.
S204: the Received signal strength measured value choosing the Received signal strength theoretical value being less than map network grid in network grid described in each;
Preferably, according to the update cycle arranged, within each update cycle, choose all RSCP measured values being less than described RSCP theoretical value within the corresponding update cycle in each network grid described.
For first network grid, first network grid business datum within a update cycle is expressed as { business datum 11, business datum 12, business datum 13, business datum 14, ..., accordingly, the RSCP measured value in the business datum of first network grid within a update cycle can be obtained, { RSCP11, RSCP 12, RSCP 13, RSCP 14, ..., RSCP measured value in this set is compared with the RSCP theoretical value in first network grid respectively, obtain all RSCP measured values less than the RSCP theoretical value in first network grid, in like manner, all RSCP measured values less than the RSCP theoretical value in map network grid in other network grids can be asked for.
S205: the mean value calculating the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each, deducts the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively;
Preferably, according to the update cycle arranged, the mean value in each update cycle in each network grid described is deducted respectively the RSCP threshold value that default correction value obtains in each update cycle of each corresponding network grid.
Be described for first network grid, the mean value of all RSCP measured values less than the RSCP theoretical value of first network grid in the update cycle of calculating gained deducted default correction value and obtains the RSCP threshold value of first network grid within this update cycle.Wherein, the correction value preset can be the building penetration loss value of Shenzhen area, preferably, because threshold value utilizes the mean value of all RSCP measured values less than RSCP theoretical value to deduct correction value to obtain, so this threshold value can be less than the building penetration loss value of Shenzhen area.
In like manner, the RSCP threshold value of all map network grids within this update cycle in other network grids can be asked for.
It should be noted that: S204-S205 is a kind of situation determining the Received signal strength threshold value of this network grid according to the RSCP theoretical value of RSCP measured value corresponding in a network grid and this network grid, a kind of situation also existed is, when the RSCP theoretical value of RSCP measured value this network grid all not little corresponding in a network grid, under this condition, RSCP theoretical value according to RSCP measured value corresponding in network grid and this network grid determines that the method for the Received signal strength threshold value of this network grid does not need the calculating through RSCP measured value, only RSCP measured value corresponding in this network grid all need be compared with the Received signal strength theoretical value of this network grid, after the RSCP theoretical value determining RSCP measured value this network grid all not little, directly the RSCP theoretical value of this network grid is deducted the Received signal strength threshold value that default correction value obtains this network grid.
Such as, if RSCP measured value corresponding in first network grid is all not less than the RSCP theoretical value in described first network grid, then the RSCP theoretical value in described first network grid is deducted the RSCP threshold value that default correction value obtains first network grid.
S206: the Received signal strength measured value according to the Received signal strength threshold value of network grid described in each and corresponding each corresponding to network grid distinguishes indoor business datum and the outdoor service data of network grid described in each;
Exemplary, after determining the RSCP threshold value of each network grid within a specific update cycle, utilize the RSCP measured value of each business datum to compare with the RSCP threshold value in map network grid and can judge that each business datum belongs to indoor business datum or outdoor service data.
Preferably, according to the update cycle arranged, within each update cycle, add up RSCP measured value in each grid network be greater than the business datum of the RSCP threshold value of map network grid as outdoor service data, add up RSCP measured value in each grid network and be less than the business datum of the RSCP threshold value of map network grid as indoor business datum.
S207: the indoor service distribution figure and the outdoor service distribution map that generate described network service district according to the indoor business datum of network grid described in each and outdoor service data respectively.
Exemplary, draw outdoor service distribution map in this specific period and indoor service distribution figure respectively according to the outdoor service data upgraded in specific period and indoor business datum.
Can the trend of service distribution carry out analyzing respectively with indoor service distribution trend according to the outdoor service distribution map in multiple continuous update cycle and indoor service distribution figure.
The differentiating method of the indoor and outdoor business datum that the embodiment of the present invention provides, according to the difference of indoor business datum and outdoor service data reception signal, utilize the thresholding of the method determination indoor and outdoor business datum of statistics, and then indoor MR data and outdoor MR data are effectively separated, realize being separated of indoor focus and outdoor focus, and then realize selecting corresponding capacity-enlargement technology according to indoor focus and outdoor focus.
Embodiments provide the differentiating method of another kind of indoor and outdoor business datum, its main process is identical with above-described embodiment, and just step S204 is different with S205, is only described for different parts below.
In the present embodiment, the method for step S204 is the Received signal strength measured value of choosing the Received signal strength theoretical value being greater than map network grid in network grid described in each; The method of step S205 is the mean value calculating the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each, deducts the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively;
Exemplary, according to the update cycle arranged, within each update cycle, choose all RSCP measured values being greater than described RSCP theoretical value within the corresponding update cycle in each network grid described, and calculate the mean value in each update cycle in each network grid respectively.
For second network grid, second network grid business datum within a update cycle is expressed as { business datum 21, business datum 22, business datum 23, business datum 24, ..., accordingly, the RSCP measured value in the business datum of second network grid within a update cycle can be obtained, { RSCP21, RSCP22, RSCP 23, RSCP 24, ..., RSCP measured value in this set is compared with the RSCP theoretical value in second network grid respectively, obtain all RSCP measured values larger than the RSCP theoretical value in second network grid, then the mean value of all RSCP measured values larger than the RSCP theoretical value in second network grid is calculated.
In like manner, the mean value of all RSCP measured values larger than the RSCP theoretical value in map network grid in other network grids can be asked for.
Accordingly, the mean value in each network grid described is deducted respectively the RSCP threshold value that default correction value obtains each corresponding network grid.Wherein, the correction value preset can be the building penetration loss value of Shenzhen area.
It should be noted that: in like manner, in the present embodiment, S204-S205 is also a kind of situation determining the Received signal strength threshold value of this network grid according to the RSCP theoretical value of RSCP measured value corresponding in a network grid and this network grid, a kind of situation also existed is, when the RSCP theoretical value of RSCP measured value corresponding in a network grid this network grid all little, under this condition, RSCP theoretical value according to RSCP measured value corresponding in network grid and this network grid determines that the method for the Received signal strength threshold value of this network grid does not need the calculating through RSCP measured value, only RSCP measured value corresponding in this network grid all need be compared with the Received signal strength theoretical value of this network grid, after determining that RSCP measured value is all not more than the RSCP theoretical value of this network grid, directly the RSCP theoretical value of this network grid is deducted the Received signal strength threshold value that default correction value obtains this network grid.
Such as, if RSCP measured value corresponding in the 3rd network grid is all not more than the RSCP theoretical value in described 3rd network grid, then the RSCP theoretical value in described 3rd network grid is deducted the RSCP threshold value that default correction value obtains the 3rd network grid.
The embodiment of the present invention utilizes the method for statistics to ask for more accurate indoor and outdoor RSCP threshold value, and then business datum and outdoor service data in divided chamber, utilizes above-mentioned two kinds of methods all can realize goal of the invention of the present invention, and the precision just reached is different.
The differentiating method of the indoor and outdoor business datum that the embodiment of the present invention provides, according to the difference of indoor business datum and outdoor service data reception signal, utilize the thresholding of the method determination indoor and outdoor business datum of statistics, and then indoor MR data and outdoor MR data are effectively separated, realize being separated of indoor focus and outdoor focus, and then realize selecting corresponding capacity-enlargement technology according to indoor focus and outdoor focus.
Embodiments provide a kind of differentiation equipment of indoor and outdoor business datum, this equipment can be configured on calculation server 50, be applied to the method shown in Fig. 1, see Fig. 5, this calculation server 50 comprises: acquiring unit 501, corresponding unit 502, threshold value determining unit 503, discrimination unit 504.
Wherein, acquiring unit 501, for obtaining the business datum of network service district, business datum described in each comprises Received signal strength measured value and locating information;
Exemplary, acquiring unit 501 obtains network service district business datum, according to actual needs, all business datums that acquiring unit 501 can obtain in network service district are added up the indoor business segment of subscriber equipmenies all in this network service district and outdoor service branch to make calculation server 50; The business datum that acquiring unit 501 also can obtain specific one subscriber equipment in network service district is added up the indoor business segment of specific one subscriber equipment and outdoor service branch to make calculation server 50; The business datum that acquiring unit 501 can also obtain the subscriber equipment of a special group in network service district is added up the indoor business segment of the subscriber equipment of this special group and outdoor service branch to make calculation server 50.All business datums that the present embodiment only obtains in network service district for acquiring unit 501 are described, but the present embodiment does not limit this.
Network service district described in the embodiment of the present invention can pointer to the all-network Serving cell in a regional networking, wherein regional changeable, needs according to the network optimization are determined, can be such as the all-network Serving cell in Shenzhen's networking, also can be Shenzhen district's networking in all-network Serving cell.The present embodiment is described for the network optimization of Shenzhen, and the principle in other areas is identical.
Exemplary, each business datum comprises Received signal strength measured value and locating information, wherein, wherein, described Received signal strength measured value represents the size of the signal that the actual base station received of terminal sends, can with different Parametric Representations in different applications, such as, universal mobile telecommunications system (Universal Mobile Telecommunications System, be called for short in UMTS, Received signal strength measured value can be received signal code territory (Received Signal Code Power, be called for short RSCP), at Long Term Evolution (Long Term Evolution, be called for short LTE) in technology, Received signal strength measured value can be Reference Signal Received Power (Reference Signal Receiving Power, be called for short RSRP), at global system for mobile communications (Global System For Mobile Communications, be called for short GSM) in, Received signal strength measured value can be received signal level (Received Signal Level, be called for short RXLEV).The present embodiment is described for the RSCP in WCDMA technology, but the present embodiment does not restrict the technical field of the present invention's application and the design parameter of Received signal strength measured value representative.
Locating information can comprise global positioning system (Global Positioning System, be called for short GPS) locating information, the general principle of GPS location is as known known date according to the satellite instantaneous position of high-speed motion, adopt the method for space length resection, determine the position of tested point.The method of GPS location is diversified, and can adopt different localization methods according to different purposes, the present embodiment is not construed as limiting this.
Or, utilize the information of the time of advent (Time ofArrival is called for short TOA) localization method, the time of advent poor (Time Difference of Arrival is called for short TDOA) localization method.Such as comprise the Loop Round Trip Time (Round Trip Time be called for short RTT) of at least three communities to terminal.
Wherein the general principle of TOA is, TOA represents that the signal between terminal and community propagates duration (RTT/2), and the speed that radio wave is propagated in atmosphere is light velocity c, and therefore the distance of community and terminal is c* (RTT/2).Utilize the distance between at least 3 communities and terminal, just can draw the position of terminal according to three limit positioning principles.
TDOA is the innovatory algorithm of TOA.TDOA still adopts the mode according to time Estimate distance, with TOA unlike, TDOA represents that the propagation duration of signal between terminal and Liang Ge community is poor, just can obtain the difference of the distance of terminal and Liang Ge community according to the product of light velocity c and the propagation duration difference between terminal and Liang Ge community.Because the difference of the distance of 2 equals a constant, this meets hyp characteristic, utilizes 3 communities can obtain 3 hyperbolas, these 3 hyp intersection point position locations (also only can consider two hyperbolas wherein).
Exemplary, calculation server 50 can receive the MR data that data acquisition equipment gathers from network, then according to MR data acquisition service data.
MR is the Main Means that network side obtains terminal wireless information, mainly comprises two parts: upward signal information and downstream signal information.
Exemplary, downstream signal information is measured by the network terminal and is gathered, and reports data acquisition unit by measurement report (Measurement Report) signaling of eating dishes without rice or wine; Upward signal information is measured by the BTS of network side and is gathered and report data acquisition unit.
MR data can comprise RSCP measured value, GPS information.
Because the MR data of data acquisition unit acquires carry out the different piece of automatic network, calculation server obtains business datum after the MR data of same terminal, a same business can being arranged.
Business datum can store with form or other forms, both can be stored in calculation server, also can be stored in other storage elements and use for calculation server.
Corresponding unit 502, corresponds to a network grid for the locating information according to described business datum by business datum described in each;
Exemplary, calculation server can pre-set network grid map and storage network grid map data.See Fig. 3, the region in Shenzhen's networking is divided into the identical multiple network grids of size by this network grid map according to a certain percentage.Wherein, network grid map data can comprise longitude and the latitude of each grid, grid is numbered, Cell Identity CI, the Received signal strength theoretical value of adjacent area identification number and each grid, wherein, described Received signal strength theoretical value represents the size according to the signal in the described network grid of propagation model acquisition, can with different Parametric Representations in different applications, but need consistent with the parameter that the Received signal strength measured value in business datum represents, such as, when Received signal strength measured value in business datum is RSCP, Received signal strength theoretical value is RSCP theoretical value, when Received signal strength measured value is RSRP, Received signal strength theoretical value is RSRP theoretical value, when Received signal strength measured value is RXLEV, Received signal strength theoretical value is RSCP theoretical value.Because the present embodiment Received signal strength measured value is described for the RSCP in UMTS technology, so, in the present embodiment, Received signal strength theoretical value is RSCP theoretical value, but the present embodiment does not restrict the technical field of the present invention's application and the design parameter of Received signal strength theoretical value representative.
Exemplary, the RSCP theoretical value of described network grid is according to the RSCP value in the described network grid of propagation model acquisition.Each network grid belongs to a main Serving cell, also has neighbor cell.Can the RSCP transmitted value of each main Serving cell pre-recorded.
According to the locating information of business datum, corresponding unit 502 determines that network grid corresponding to this business datum can have multiple implementation method, exemplary, can comprise:
The calculating location coordinate that each business datum described in correspondence occurs is determined according to the locating information of each business datum;
The calculating location coordinate that business datum described in each occurs is mated with the position coordinates in the network grid map comprising multiple network grid, determines the network grid that business datum described in each is corresponding.
Exemplary, first corresponding unit 502 locates each business datum according to the location fixed interest inside each business datum.
GPS location utilizes at least 4 satellite-signals to determine the position of terminal, and current GPS can reach the positioning precision within ten meters.But, because GPS location depends on catching and receiving satellite-signal, and under indoor environment, be difficult to the signal receiving position location satellite, cause GPS to locate cannot normally use, so, preferably, if containing GPS locating information in business datum, utilize GPS to locate business datum, if business datum inside does not have GPS locating information, then according to the method for RTT Information Pull TOA or TDOA, business datum is positioned, obtain the coordinate of each business datum, preferably, the coordinate of business datum can represent with longitude and latitude.
Exemplary, the coordinate of each business datum mates with coordinate in network grid map by corresponding unit 502 again, determines the network grid that business datum described in each is corresponding.Such as, suppose that the position of mating with the longitude and latitude of business datum 11 in network grid map is in first network grid, then business datum 11 is corresponded to first network grid.Participate in Fig. 4, each business datum can be mapped to corresponding position in network grid as a point.Preferably, each network grid can be used a set expression respectively, the business datum comprised in the update cycle in each network grid is as the element of each set of correspondence, such as, business datum in the update cycle of first network grid can be expressed as { business datum 11, business datum 12, business datum 13, business datum 14, ..., business datum in the update cycle of second network grid can be expressed as { business datum 21, business datum 22, business datum 23, business datum 24, ..., other network grid method for expressing are identical.Certainly, also the business datum comprised in the update cycle in each network grid can be carried out adding up and representing with list.
Threshold value determining unit 503, for according to Received signal strength measured value corresponding in network grid described in each and correspondence each described in the Received signal strength theoretical value of network grid determine the Received signal strength threshold value of network grid described in each, wherein, the Received signal strength theoretical value of described network grid is according to the Received signal strength value in the described network grid of propagation model acquisition;
Discrimination unit 504, distinguishes indoor business datum and the outdoor service data of network grid described in each for corresponding Received signal strength measured value in network grid according to the Received signal strength threshold value of network grid described in each and corresponding each.
Further, see Fig. 6, described calculation server 50 also comprises:
Updating block 506, for arranging the update cycle;
Described threshold value determining unit 503 comprises,
Choose module 5031, for choosing the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each;
Computing module 5032, for calculating the mean value of the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each, and deduct the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively.
Or, choose module 5031, for choosing the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each;
Computing module 5032, for calculating the mean value of the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each, and deduct the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively.
Above two kinds of situations all can determine the Received signal strength threshold value of each network grid, and the precision just obtained is different.When with Received signal strength being RSCP below, be specifically described for the first situation.
Exemplary, calculation server 50 can pre-set the propagation model of network service district, in practical application, because the wireless propagation environment in each province, city varies, such as, be in the city of knob compared with the city being in plains region, its communication environments has a great difference, so both propagation models also can exist larger difference.Therefore, preferably, the propagation model of network service district can be determined in Combining with terrain, landforms, building, the isoparametric impact of vegetation.
According to propagation model, the RSCP theoretical value in each network grid of network service district can be obtained, exemplary, when calculating the RSCP theoretical value of one of them specific network grid, the main Serving cell that network grid belongs to can be determined according to the numbering of network grid, and then the RSCP transmitted value of main Serving cell can be obtained, utilize the RSCP transmitted value of main Serving cell and main Serving cell to the distance of this network grid, the RSCP theoretical value of this grid can be calculated according to propagation model.In addition, according to computing capability and the storage capacity of calculation server, the RSCP theoretical value of each network grid can precalculate and obtains and store, and also can calculate in real time.
Preferably, choose the update cycle that module 5031 is arranged according to updating block 506, within each update cycle, choose all RSCP measured values being less than described RSCP theoretical value within the corresponding update cycle in each network grid described.
For first network grid, first network grid business datum within a update cycle is expressed as { business datum 11, business datum 12, business datum 13, business datum 14, ..., accordingly, the RSCP measured value in the business datum of first network grid within a update cycle can be obtained, { RSCP11, RSCP 12, RSCP 13, RSCP 14, ..., RSCP measured value in this set is compared with the RSCP theoretical value in first network grid respectively, obtain all RSCP measured values less than the RSCP theoretical value in first network grid, in like manner, all RSCP measured values less than the RSCP theoretical value in map network grid in other network grids can be chosen.
Preferably, the update cycle that computing module 5032 is arranged according to updating block 506, the mean value in each update cycle in each network grid described is deducted respectively the RSCP threshold value that default correction value obtains in each update cycle of each corresponding network grid.
Be described for first network grid, the mean value of all RSCP measured values less than the RSCP theoretical value in first network grid in the update cycle of calculating gained is deducted default correction value and obtains the RSCP threshold value of first network grid within this update cycle by computing module 5032.Wherein, the correction value preset can be the building penetration loss value of Shenzhen area, preferably, because threshold value utilizes the mean value of all RSCP measured values less than RSCP theoretical value to deduct correction value to obtain, so this threshold value can be less than the building penetration loss value of Shenzhen area.
In like manner, the RSCP threshold value of all map network grids within this update cycle in other network grids can be asked for.
Exemplary, if all RSCP measured values are all not less than the RSCP theoretical value of described first network grid in first network grid, then the RSCP theoretical value of described first network grid is deducted the RSCP threshold value that default correction value obtains first network grid.
Distribution map generation unit 505, for generating indoor service distribution figure and the outdoor service distribution map of described network service district respectively according to the indoor business datum of described network grid described in each and outdoor service data.
Exemplary, after threshold value determining unit 503 determines the RSCP threshold value of each network grid within a specific update cycle, discrimination unit 504 utilizes the RSCP measured value of each business datum to compare with the RSCP threshold value in map network grid can to distinguish each business datum and belongs to indoor business datum or outdoor service data.
Exemplary, in specific period, discrimination unit 504 is added up RSCP measured value in each grid network and is greater than the business datum of the RSCP threshold value of map network grid as outdoor service data, adds up RSCP measured value in each grid network and is less than the business datum of the RSCP threshold value of map network grid as indoor business datum.
Distribution map generation unit 505 is for generating indoor service distribution figure and outdoor service distribution map according to indoor business datum and indoor business datum respectively.
Exemplary, draw outdoor service distribution map in this specific period and indoor service distribution figure respectively according to the outdoor service data in specific period and indoor business datum.
Can the trend of service distribution carry out analyzing respectively with indoor service distribution trend according to the outdoor service distribution map in multiple continuous update cycle and indoor service distribution figure.
The differentiation equipment of the indoor and outdoor business datum that the embodiment of the present invention provides, according to the difference of indoor business datum and outdoor service data reception signal, utilize the thresholding of the method determination indoor and outdoor business datum of statistics, and then indoor MR data and outdoor MR data are effectively separated, realize being separated of indoor focus and outdoor focus, and then realize selecting corresponding capacity-enlargement technology according to indoor focus and outdoor focus.
It will be appreciated by those skilled in the art that accompanying drawing is the schematic diagram of a preferred embodiment, the module in accompanying drawing or flow process might not be that enforcement the present invention is necessary.
It will be appreciated by those skilled in the art that the module/unit in the device in embodiment is to better express the entity of the logic with this function or the entity of physics, the title be not limited to described in embodiment limits, module/unit in device in embodiment can describe according to embodiment and carry out being distributed in the device of embodiment, also can carry out respective change and be arranged in the one or more devices being different from the present embodiment.The module of above-described embodiment can merge into a module, also can split into multiple submodule further.The invention described above embodiment sequence number, just to describing, does not represent the quality of embodiment.The scheme of the content record of claim is also the protection range of the embodiment of the present invention.
One of ordinary skill in the art will appreciate that: all or part of step realizing said method embodiment can have been come by the hardware that program command is relevant, aforesaid program can be stored in a computer read/write memory medium, this program, when performing, performs the step comprising said method embodiment; And aforesaid storage medium comprises: ROM, RAM, magnetic disc or CD etc. various can be program code stored medium.
The above; be only the specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; change can be expected easily or replace, all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with the protection range of described claim.
Claims (12)
1. a differentiating method for indoor and outdoor business datum, is characterized in that, comprising:
Obtain the business datum of network service district, described business datum comprises Received signal strength measured value and locating information;
Business datum described in each is corresponded to a network grid by the locating information according to described business datum;
According to Received signal strength measured value corresponding in network grid described in each and correspondence each described in the Received signal strength theoretical value of network grid determine the Received signal strength threshold value of network grid described in each, wherein, the Received signal strength theoretical value of described network grid is according to the Received signal strength value in the described network grid of propagation model acquisition;
In network grid according to the Received signal strength threshold value of network grid described in each and corresponding each, indoor business datum and the outdoor service data of network grid described in each distinguished by corresponding Received signal strength measured value;
Wherein, described in each according to Received signal strength measured value corresponding in network grid described in each and correspondence described, the Received signal strength theoretical value of network grid determines the Received signal strength threshold value of network grid described in each, comprising:
Choose the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each; Calculate the mean value of the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each, and deduct the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively;
Or, choose the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each; Calculate the mean value of the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each, and deduct the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively.
2. the differentiating method of indoor and outdoor business datum according to claim 1, it is characterized in that, when described each according to Received signal strength measured value corresponding in network grid described in each and correspondence described in the Received signal strength theoretical value of network grid determine to comprise the Received signal strength threshold value of network grid described in each: the Received signal strength measured value choosing the Received signal strength theoretical value being less than map network grid in network grid described in each; Calculate the mean value of the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each, and deduct default correction value respectively when obtaining the Received signal strength threshold value of network grid described in corresponding each; Described in each according to Received signal strength measured value corresponding in network grid described in each and correspondence described, the Received signal strength theoretical value of network grid determines the Received signal strength threshold value of network grid described in each, also comprises:
If Received signal strength measured value corresponding in first network grid is all not less than the Received signal strength theoretical value of described first network grid, then the Received signal strength theoretical value of described first network grid is deducted the Received signal strength threshold value that default correction value obtains described first network grid.
3. the differentiating method of indoor and outdoor business datum according to claim 1, it is characterized in that, when described each according to Received signal strength measured value corresponding in network grid described in each and correspondence described in the Received signal strength theoretical value of network grid determine to comprise the Received signal strength threshold value of network grid described in each: the Received signal strength measured value choosing the Received signal strength theoretical value being greater than map network grid in network grid described in each; Calculate the mean value of the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each, and deduct default correction value respectively when obtaining the Received signal strength threshold value of network grid described in corresponding each, described in each according to Received signal strength measured value corresponding in network grid described in each and correspondence described, the Received signal strength theoretical value of network grid determines the Received signal strength threshold value of network grid described in each, also comprises:
If all Received signal strength measured values are all not more than the Received signal strength theoretical value of described second network grid in second network grid, then the Received signal strength theoretical value of described second network grid is deducted the Received signal strength threshold value that default correction value obtains described second network grid.
4. the differentiating method of the indoor and outdoor business datum according to any one of claim 1-3, is characterized in that, described default correction value is the building penetration loss value of location, described network service district.
5. the differentiating method of indoor and outdoor business datum according to claim 4, is characterized in that, described method also comprises:
Indoor service distribution figure and the outdoor service distribution map of described network service district is generated respectively according to the indoor business datum of described network grid described in each and outdoor service data.
6. the differentiating method of indoor and outdoor business datum according to claim 1, is characterized in that, described method also comprises and arranges the update cycle, accordingly,
The business datum of described acquisition network service district, comprising: according to the update cycle of described setting, obtains the business datum of network service district in each update cycle;
Described in each according to Received signal strength measured value corresponding in network grid described in each and correspondence described, the Received signal strength theoretical value of network grid determines the Received signal strength threshold value of network grid described in each, comprise: according to the update cycle of described setting, described in each of the Received signal strength measured value corresponding within each update cycle according to network grid described in each and correspondence, the Received signal strength theoretical value of network grid determines the Received signal strength threshold value of network grid described in each within each update cycle;
Received signal strength measured value corresponding in network grid described in each of the described Received signal strength threshold value according to network grid described in each and correspondence distinguishes indoor business datum and the outdoor service data of network grid described in each, comprise: according to the update cycle of described setting, within each update cycle, in network grid according to the Received signal strength threshold value of network grid described in each and corresponding each, indoor business datum and the outdoor service data of network grid described in each distinguished by corresponding Received signal strength measured value.
7. a differentiation equipment for indoor and outdoor business datum, is characterized in that, comprising:
Acquiring unit, for obtaining the business datum of network service district, business datum described in each comprises Received signal strength measured value and locating information;
Corresponding unit, corresponds to a network grid for the locating information according to described business datum by business datum described in each;
Threshold value determining unit, for according to Received signal strength measured value corresponding in network grid described in each and correspondence each described in the Received signal strength theoretical value of network grid determine the Received signal strength threshold value of network grid described in each, wherein, the Received signal strength theoretical value of described network grid is according to the Received signal strength value in the described network grid of propagation model acquisition;
Discrimination unit, distinguishes indoor business datum and the outdoor service data of network grid described in each for corresponding Received signal strength measured value in network grid according to the Received signal strength threshold value of network grid described in each and corresponding each;
Wherein, described threshold value determining unit, comprising: choose module and computing module;
Describedly choose module, for choosing the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each; Described computing module, for calculating the mean value of the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each, and deduct the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively;
Or, described in choose module, for choosing the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each; Described computing module, for calculating the mean value of the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each, and deduct the Received signal strength threshold value that default correction value obtains network grid described in corresponding each respectively.
8. the differentiation equipment of indoor and outdoor business datum according to claim 7, is characterized in that, when described module of choosing is for choosing the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each; Described computing module, for calculating the mean value of the Received signal strength measured value of the Received signal strength theoretical value being less than map network grid in network grid described in each, and deduct default correction value respectively when obtaining the Received signal strength threshold value of network grid described in corresponding each; Described choose module also for: to choose in module determination first network grid after corresponding Received signal strength measured value is all not less than the Received signal strength theoretical value of described first network grid when described, the Received signal strength theoretical value of described first network grid deducted the Received signal strength threshold value that default correction value obtains described first network grid.
9. the differentiation equipment of indoor and outdoor business datum according to claim 7, is characterized in that, chooses module when described, for choosing the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each, described computing module, for calculating the mean value of the Received signal strength measured value of the Received signal strength theoretical value being greater than map network grid in network grid described in each, and deduct default correction value respectively when obtaining the Received signal strength threshold value of network grid described in corresponding each, described choose module also for: to choose in module determination second network grid after corresponding Received signal strength measured value is all not more than the Received signal strength theoretical value of described second network grid when described, the Received signal strength theoretical value of described second network grid is deducted the Received signal strength threshold value that default correction value obtains described second network grid.
10. the differentiation equipment of the indoor and outdoor business datum according to any one of claim 7-9, is characterized in that, described default correction value is the building penetration loss value of location, described network service district.
The differentiation equipment of 11. indoor and outdoor business datums according to claim 10, it is characterized in that, described equipment also comprises:
Distribution map generation unit, for generating indoor service distribution figure and the outdoor service distribution map of described network service district respectively according to the indoor business datum of described network grid described in each and outdoor service data.
The differentiation equipment of 12. indoor and outdoor business datums according to claim 7, is characterized in that, also comprise updating block, for arranging the update cycle;
Described acquiring unit is used for, and according to the update cycle set in described updating block, obtains the business datum of network service district in each update cycle;
Described threshold value determining unit is used for, according to the update cycle set in described updating block, described in each of the Received signal strength measured value corresponding within each update cycle according to network grid described in each and correspondence, the Received signal strength theoretical value of network grid determines the Received signal strength threshold value of network grid described in each within each update cycle;
Described discrimination unit is used for, according to the update cycle set in described updating block, within each update cycle, in network grid according to the Received signal strength threshold value of network grid described in each and corresponding each, indoor business datum and the outdoor service data of network grid described in each distinguished by corresponding Received signal strength measured value.
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| CN107438251B (en) * | 2016-05-25 | 2021-08-24 | 中兴通讯股份有限公司 | Method and device for distinguishing indoor and outdoor users |
| CN107580337B (en) * | 2016-07-05 | 2022-05-13 | 中兴通讯股份有限公司 | Hot spot area identification method and device |
| CN109429242B (en) * | 2017-08-21 | 2021-11-23 | 中国移动通信集团广西有限公司 | MR data indoor and outdoor separation method and device |
| CN109996276B (en) * | 2017-12-29 | 2022-06-10 | 中国移动通信集团四川有限公司 | Network telephone traffic positioning evaluation method, device, equipment and medium |
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| CN101924990A (en) * | 2009-06-16 | 2010-12-22 | 株式会社Ntt都科摩 | Indoor and outdoor decision maker and indoor and outdoor decision method |
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