CN105959476A - System and method for acquiring mobile positioning behavior data - Google Patents
System and method for acquiring mobile positioning behavior data Download PDFInfo
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- CN105959476A CN105959476A CN201610307300.3A CN201610307300A CN105959476A CN 105959476 A CN105959476 A CN 105959476A CN 201610307300 A CN201610307300 A CN 201610307300A CN 105959476 A CN105959476 A CN 105959476A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/29—Geographical information databases
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72457—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to geographic location
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/021—Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/021—Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
- H04W4/022—Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences with dynamic range variability
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
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- Human Computer Interaction (AREA)
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- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
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Abstract
The invention discloses a system and a method for acquiring mobile positioning behavior data. The system comprises a plurality of wireless terminals, a radio communication network or a positioning system and an LBS server, and is characterized in that the wireless terminals are used for loading software, acquiring location data of a user in an observation area at each time period by using the software and a positioning system, and sending the location data to the radio communication network or the positioning system; the radio communication network or the positioning system is used for receiving geographic location data of the location data of the wireless terminals at each period and sending the geographic location data to the LBS server; and the LBS sever is used for working out the data volume of each site at each time period according to a preset computer program, working out a moving path of the user through the computer program according to the user data, and drawing a map by using computer software according to the data volume at each time period and the moving path of the user. The system for acquiring the mobile positioning behavior data reduces the labor cost and improves the efficiency.
Description
Technical field
The invention belongs to mobile positioning technique field, particularly relate to the collection system of a kind of running fix behavioral data
System and method.
Background technology
Location Based service (LBS), be radio communication network by telecommunications mobile operator (as
GSM net, CDMA net) or the positional information of outside location mode (such as GPS) acquisition mobile phone users
(geographical coordinate, or geodetic coordinates), under the support of GIS-Geographic Information System (GIS) platform, carries for user
A kind of value-added service for respective service.
Location Based service includes two layers of meaning: first determine that the geographical position at mobile device or user place
Put；Next to that provide the various information service relevant to position.Mean all kinds of service systems relevant to location,
Being called for short " positioning service ", another call is MPS-Mobile Position Services, also referred to as " mobile
Positioning service " system.Such as, find the current geographic position of cellphone subscriber, such as, in A city, then exist
Hotel, movie theatre, library in the kilometer range of searching mobile phone user current position 1 in the range of A city, add
The title of petrol station etc. and address.LBS seeks to by the Internet or wireless network thus, in fixing use
Between family or mobile subscriber, complete location and service two big functions.
Data analysis refers to be analyzed collecting the mass data come with suitable statistical analysis technique, extracts
Useful information and form conclusion and to data in addition research and the process of summary in detail.This process is also
The support process of quality management system.In practicality, data analysis can help people to judge, in order to adopts
Take suitably action.
The application of regional location data, such as, the application in campus area, refer to utilize cellphone subscriber
Individual behavior space-time data energy fast and easy obtain this region cellphone subscriber colony real-time mobility
Data, the Space structural adjustment such as building being this region by data analysis provides reference, for cellphone subscriber's
Service for life offers an opinion.
Behavioral data collection based on running fix and research are critically important dividing in data mining research field
, significance of which is that, by excavating information implicit in independent data, the colony for needing provides useful
Instruct, such as location Based service, it is simply that according to movable positioning system, middle customer position information is determined
The statistical probability of a certain behavior, and provide corresponding data analysis according to position, thus give user needs
Service, the most this kind of research it increasingly paid close attention to by all trades and professions, simultaneously this also promoted it number
Research and development according to digging technology.
Numerous commercial services are developed, including the navigation allowing user to search nearest restaurant information based on location-based service
System, allow the application etc. of spatially distributed chat.According to the difference of service object, LBS service can divide
For individual consumer's service, group of subscribers service and third party's service, such as, purchase by group, navigation, call a taxi, fortune
Move etc..
But, although the most existing business locations service is varied, but its range of application is still
Pure in space, the most common for non-pure commercial object location-based service exploitation.Such as, for building plans,
Working and resting arrangement, the arrangement of convenience-for-people facility etc., we are often required to the form with questionnaire survey, waste time and energy,
It is also possible to make result lack justice due to individual subjective consciousness, becomes insoluble problem.
Such as, the Building Spatial Distribution left by age that campus has just been set up, campus system, management mode,
Service for life etc. gradually not as original rationally, do not accomplish to grow with each passing hour in some place.And lack at present
Enough evidences, reality phenomenon, or data and investigation reflect the unreasonable problem experienced.
Summary of the invention
The many aspects of the present invention provide a kind of acquisition system and the method for running fix behavioral data, by mobile phone
The individual behavior space-time data of user is applied to viewing area space structure design, change, can be according to collection
To data continue to work out the service for life etc. being accustomed to being consistent with user behavior, reduce cost of labor, improve
Efficiency.
An aspect of of the present present invention provides the acquisition system of a kind of running fix behavioral data, including multiple wireless ends
End, radio communication network or alignment system and LBS service device, wherein,
Each wireless terminal, for load software, uses software and alignment system to obtain the user of viewing area
The position data of each period, and position data is sent to described radio communication network or alignment system；
Described radio communication network or alignment system, for receiving the position of described wireless terminal each period
The geographic position data of data, and described geographic position data is sent to described LBS service device；
Described LBS service device, described for receive that described radio communication network or alignment system send
The geographic position data of wireless terminal, and it is each to carry out calculating each place according to default computer program
The data volume of time period, calculates the mobile route of user according to user data by computer program, according to number
According to amount each time period number and the mobile route of user, use computer software, draw wireless end
End uses signal strength map.
It is also preferred that the left described viewing area includes campus viewing area, metro area and city square region.
It is also preferred that the left described wireless terminal, it is additionally operable to whenever its position occurs once to leave the position in regulation region
Move, just use position more varying signal of software records.
It is also preferred that the left described LBS service device, it is additionally operable to the wireless end of diverse location by each time period
End uses signal intensity, draws out the mobility characteristic pattern of this partial mass.
Another aspect of the present invention, also provides for the acquisition method of a kind of running fix behavioral data, including:
Multiple wireless terminals use the position of user's each period of software and alignment system acquisition viewing area
Data, and position data is sent to described radio communication network or alignment system；
Described radio communication network or alignment system receive the position data of described wireless terminal each period
Geographic position data, and described geographic position data is sent to described LBS service device；
Described LBS service device receives described radio communication network or the described wireless end of alignment system transmission
The geographic position data of end, and carry out calculating each place each time period according to default computer program
Data volume, calculated the mobile route of user according to user data by computer program, exist according to data volume
Each time period number and the mobile route of user, use computer software, draw wireless terminal use
Signal strength map.
It is also preferred that the left described viewing area includes campus viewing area, metro area and city square region.
It is also preferred that the left described method also includes: whenever the position of described wireless terminal occurs once to leave regulation district
The displacement in territory, described wireless terminal uses position more varying signal of software records.
It is also preferred that the left described method also includes: the described LBS service device diverse location by each time period
Wireless terminal use signal intensity, draw out the mobility characteristic pattern of this partial mass.
The acquisition system of the running fix behavioral data of foregoing description and method, can be by wireless terminal user
Individual behavior space-time data is applied to the design of observation space structure, change, further, it is also possible to foundation is collected
Data continue to work out the service for life being accustomed to being consistent with user behavior, investigate and manage, reduce artificial
Cost, improves efficiency.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to enforcement
In example or description of the prior art, the required accompanying drawing used is briefly described, it should be apparent that, describe below
In accompanying drawing be some embodiments of the present invention, for those of ordinary skill in the art, do not paying wound
On the premise of the property made is laborious, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the acquisition system structural representation of a kind of running fix behavioral data of one embodiment of the invention；
Fig. 2 is the acquisition system viewing area signal of the running fix behavioral data of another embodiment of the present invention
Figure；
Fig. 3 is the 7 of the acquisition system drafting of the campus running fix behavioral data of another embodiment of the present invention:
00-9:00 wireless terminal uses intensity distribution；
Fig. 4 is the 9 of the acquisition system drafting of the campus running fix behavioral data of another embodiment of the present invention:
00-13:00 wireless terminal uses intensity distribution；
Fig. 5 is that the acquisition system of the campus running fix behavioral data of another embodiment of the present invention is drawn
13:00-17:00 wireless terminal uses intensity distribution；
Fig. 6 is that the acquisition system of the campus running fix behavioral data of another embodiment of the present invention is drawn
17:00-21:30 wireless terminal uses intensity distribution；
Fig. 7 is the schematic flow sheet of the acquisition method of the running fix behavioral data of another embodiment of the present invention.
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearer, below in conjunction with the present invention
Accompanying drawing in embodiment, is clearly and completely described the technical scheme in the embodiment of the present invention, it is clear that
Described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based in the present invention
Embodiment, those of ordinary skill in the art obtained under not making creative work premise all its
His embodiment, broadly falls into the scope of protection of the invention.
The terms " system " and " network " are the most often used interchangeably.The terms " with
/ or ", a kind of incidence relation describing affiliated partner, three kinds of relations can be there are in expression, such as,
A and/or B, can represent: individualism A, there are A and B, individualism B these three feelings simultaneously
Condition.It addition, character "/" herein, typically represent forward-backward correlation to as if the relation of a kind of "or".
As it is shown in figure 1, be the acquisition system structure of a kind of running fix behavioral data of one embodiment of the invention
Schematic diagram, the acquisition system of described running fix behavioral data includes: multiple wireless terminals 11, radio are logical
Interrogate network or alignment system 12 and LBS service device 13.
The equal load software of wireless terminal 11, each wireless terminal 11 is used for using software and alignment system to obtain
The position data of user's each period, and position data is sent to described radio communication network or location system
System 12.
Wireless terminal 11 may refer to provide a user with the equipment of voice and/or data connectivity, has wireless
The portable equipment of linkage function or be connected to other processing equipments of radio modem.Wireless terminal
Can be through wireless access network (such as, RAN, Radio Access Network) and one or more cores
Net communicates, and wireless terminal can be mobile terminal, such as mobile phone (or being referred to as " honeycomb " phone)
With there is the computer of mobile terminal, for example, it may be in portable, pocket, hand-held, computer
That put or vehicle-mounted mobile device, they and wireless access network exchange language and/or data.Such as, individual
People's communication service (PCS, Personal Communication Service) phone, wireless phone, session are sent out
Play agreement (SIP) phone, WLL (WLL, Wireless Local Loop) is stood, individual number
The equipment such as word assistant (PDA, Personal Digital Assistant).
Described radio communication network or alignment system 12, be used for receiving described wireless terminal 11 each period
The geographic position data of position data, and described geographic position data is sent to described LBS service device
13, described radio communication network can be various communication system, such as 2G, 3G, 4G communication system and
Next generation communication system, such as global mobile communication (GSM, Global System for Mobile
Communication) system, CDMA (CDMA, Code Division Multiple Access) is
System, time division multiple acess (TDMA, Time Division Multiple Access) system, WCDMA
(WCDMA, Wideband Code Division Multiple Access) system, frequency division multiple access (FDMA,
Frequency Division Multiple Access) system, OFDM (OFDMA, Orthogonal
Frequency-Division Multiple Access) system, Single Carrier Frequency Division Multiple Access (SC-FDMA) system,
GPRS (general packet radio service) (GPRS, General Packet Radio Service) system, Long Term Evolution (LTE,
Long Term Evolution) system, and other these type of communication systems.
Described alignment system can be GPS alignment system, BEI-DOU position system or GALILEO positioning system etc.
Deng.
Described LBS service device 13 is for receiving described radio communication network or alignment system 12 sends
The geographic position data of described wireless terminal 11, and carry out calculating each according to default computer program
The data volume of place each time period, calculates the mobile road of user according to user data by computer program
Footpath, according to data volume each time period number and the mobile route of user, use computer software,
Draw wireless terminal and use signal strength map.
Such as, as in figure 2 it is shown, be a kind of viewing area schematic diagram of another embodiment of the present invention, described sight
Examine region and include campus viewing area, metro area and city square region, wherein, campus viewing area bag
Include stadium, dormitory group, apartment, gymnasium, basketball court, express delivery region, bathroom, snack/supermarket,
Dining room, park, teaching building one, teaching building two, teaching building three, library, technique center etc., in school
Metro area and city square region etc. is also had outside the viewing area of garden.
Such as, described LBS service device 13 gathers 50 classmate's realities of continuous a week being ready to coordinate investigation
Time wireless terminal signals data, and represent on map.Within the time of test, whenever wireless terminal 11
Position there is once to leave the displacement in regulation region, wireless terminal 11 just uses position of software records
More varying signal.By wireless terminal 11 signal intensity of the diverse location of each time period, draw out this
The mobility characteristic pattern of partial mass.
Described LBS service device 13 by 50 classmates (namely 50 wireless terminals 11) everyone 7
The analysis of they total data of 350 days, with regard to 4 time periods (7:00-9:00,9:00-13:00,13:00-17:00
And 17:00-21:30) depict wireless terminal use intensity distribution, as seen in figures 3-6, deep to shallow four
Individual color depth, can represent 200 numbers respectively and go up according to this, 100～200 data, 50～100 data,
50 numbers according to this under.Wherein, the described equal load software of 50 wireless terminals 11, each wireless terminal 11
For using software and alignment system to obtain the position data of user's each period, and position data is sent to
Described radio communication network or alignment system 12.
Information is Campus Space structure change in design according to the map, student life service, business report, accordingly
Software program design etc. help is provided.
For example, it is possible to draw the problem being likely to occur in some reality from these figures, i.e. to regard to this colony
Below can releasing for position data:
1, dormitory life occupies their most times, and the most less part has physical training
Custom.
2, at dormitory express delivery transmitting-receiving nearby, at utilization rate express delivery transmitting-receiving the most at a distance, utilization rate is lower, aobvious
So the Position Design at express delivery transmitting-receiving is unreasonable.
3, for the data volume at transmitting-receiving express delivery, this colony can be released and there may be substantial amounts of net purchase phenomenon.
4, really almost nobody cares in occupation of land ratio no small park.
5, the dormitory that flow of the people usage amount is bigger is to east gate circuit, and relatively far away from etc., location of main gate sets distance
Put the most unreasonable.
Another embodiment of the present invention, also provides for the acquisition method of a kind of running fix behavioral data, such as Fig. 7
Shown in, for the schematic flow sheet of acquisition method of the running fix behavioral data of another embodiment of the present invention, institute
Stating the system system as shown in Figure 1 that the acquisition method of running fix behavioral data uses, described method is as follows
Described.
Step 701, when the user of multiple wireless terminals use software and alignment system acquisition viewing area is each
The position data of section, and position data is sent to described radio communication network or alignment system.
Step 702, described radio communication network or alignment system receive described wireless terminal each period
The geographic position data of position data, and described geographic position data is sent to described LBS service device.
Step 703, described LBS service device receives described radio communication network or the institute of alignment system transmission
State the geographic position data of wireless terminal, and it is every to carry out calculating each place according to default computer program
The data volume of individual time period, calculates the mobile route of user, foundation according to user data by computer program
Data volume each time period number and the mobile route of user, use computer software, draw wireless
Terminal uses signal strength map.
According to this kind of parser, school is led, and businessman can draw a lot of significant information, example from which
As changed campus part architectural composition, provide convenient for teachers and students.Adjust teaching to arrange, dining room of staggering, classroom
The peak used.It is accustomed to according to student life, it is provided that take out, the most part-time, or promote body-building, motion
Product etc..This ratio questionnaire to student of school, or businessman obtains by visiting inquiry student's wish in turn
To business report more save effort and time, be beneficial to get rid of individual subjective factors and individual occasionality
The survey result caused is untrue.
Therefore, the acquisition system of the running fix behavioral data of foregoing description, can be by wireless terminal user
Individual behavior space-time data is applied to the design of observation space structure, change, further, it is also possible to foundation is collected
Data continue to work out the service for life being accustomed to being consistent with user behavior, investigate and manage.
Last description: above example is only in order to illustrate technical scheme, rather than limits it
System；Although the present invention being described in detail with reference to previous embodiment, those of ordinary skill in the art
It is understood that the technical scheme described in foregoing embodiments still can be modified by it, or to it
Middle part technical characteristic carries out equivalent；And these amendments or replacement, do not make appropriate technical solution
Essence departs from the spirit and scope of various embodiments of the present invention technical scheme.
Claims (8)
1. the acquisition system of a running fix behavioral data, it is characterised in that including: multiple wireless ends
End, radio communication network or alignment system and LBS service device, wherein,
Each wireless terminal, for load software, uses software and alignment system to obtain the user of viewing area
The position data of each period, and position data is sent to described radio communication network or alignment system；
Described radio communication network or alignment system, for receiving the position of described wireless terminal each period
The geographic position data of data, and described geographic position data is sent to described LBS service device；
Described LBS service device, described for receive that described radio communication network or alignment system send
The geographic position data of wireless terminal, and it is each to carry out calculating each place according to default computer program
The data volume of time period, calculates the mobile route of user according to user data by computer program, according to number
According to amount each time period number and the mobile route of user, use computer software, draw wireless end
End uses signal strength map.
2. the system as claimed in claim 1, it is characterised in that described viewing area includes that campus is observed
Region, metro area and city square region.
3. the system as claimed in claim 1, it is characterised in that described wireless terminal, be additionally operable to whenever
There is once to leave the displacement in regulation region in its position, just uses position more varying signal of software records.
4. the system as described in claim 1-3 any one, it is characterised in that described LBS service device,
The wireless terminal being additionally operable to the diverse location by each time period uses signal intensity, draws out this part
The mobility characteristic pattern of colony.
5. the acquisition method of a running fix behavioral data, it is characterised in that including:
Multiple wireless terminals use the position of user's each period of software and alignment system acquisition viewing area
Data, and position data is sent to described radio communication network or alignment system；
Described radio communication network or alignment system receive the position data of described wireless terminal each period
Geographic position data, and described geographic position data is sent to described LBS service device；
Described LBS service device receives described radio communication network or the described wireless end of alignment system transmission
The geographic position data of end, and carry out calculating each place each time period according to default computer program
Data volume, calculated the mobile route of user according to user data by computer program, exist according to data volume
Each time period number and the mobile route of user, use computer software, draw wireless terminal use
Signal strength map.
6. method as claimed in claim 5, it is characterised in that described viewing area includes that campus is observed
Region, metro area and city square region.
7. method as claimed in claim 5, it is characterised in that described method also includes:
Whenever the position of described wireless terminal occurs once to leave the displacement in regulation region, and described wireless terminal makes
With position more varying signal of software records.
8. the system as described in claim 5-7 any one, it is characterised in that described method also includes:
Described LBS service device uses signal intensity by the wireless terminal of the diverse location of each time period,
Draw out the mobility characteristic pattern of this partial mass.
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Cited By (1)
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