CN104217592B - People flow rate statistical method, equipment and system - Google Patents

People flow rate statistical method, equipment and system Download PDF

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Publication number
CN104217592B
CN104217592B CN201410495872.XA CN201410495872A CN104217592B CN 104217592 B CN104217592 B CN 104217592B CN 201410495872 A CN201410495872 A CN 201410495872A CN 104217592 B CN104217592 B CN 104217592B
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terminal
vehicle
server
equipment
temporal information
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CN201410495872.XA
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Chinese (zh)
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CN104217592A (en
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陈挺
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福建星网锐捷网络有限公司
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Abstract

The embodiment of the present invention provides a kind of people flow rate statistical method, equipment and system, the method includes: server apparatus obtains and store the characteristic of the terminal that access point AP equipment sends, and the characteristic of described terminal includes terminal iidentification, signal strength signal intensity mark, temporal information and the positional information corresponding with described temporal information;Utilize many time points intersection algorithm that according to temporal information, the characteristic of described terminal is carried out integration process, result is stored in the terminal information table corresponding with described AP equipment.By existing public transport vehicle-mounted AP equipment, the signal of terminal is acquired, the estimation to public transport patronage on the flow of the people and public transport of road can be realized, the terminal that simultaneously can be collected based on different time diverse location difference AP equipment and signal strength signal intensity thereof, terminal location and mobile status are analyzed, thus realize stream of people's quantitative statistics, provide objective data reference index for operator.

Description

People flow rate statistical method, equipment and system
Technical field
The present embodiments relate to public transport and wireless communication field, particularly relate to a kind of people flow rate statistical method, equipment and System.
Background technology
In order to improve bus operation Schedule Quality, promote urban traffic control level, need the flow of the people to city Carry out statistical analysis, thus provide objective data target for operator.
Existing traffic flow of the people monitoring scheme mainly has three kinds, and the first is united by statistics bus card-reading information Meter, it two is by public transit vehicle and ground camera, obtains visible ray or flow of the people is united by infrared image Meter is analyzed, and it three is to carry out stream of people's quantitative statistics by passenger on statistics bus station for the click of station board.
Above-mentioned three kinds of prior art, are required to depend on the equipment participating in or being correlated with of passenger, and dependence is strong, and The degree of accuracy of statistics is low, it is impossible to provide objective data target.
Summary of the invention
The embodiment of the present invention provides a kind of people flow rate statistical method, equipment and system, to realize stream of people's quantitative statistics, for fortune Battalion business provides objective data reference index.
First aspect, the embodiment of the present invention provides a kind of people flow rate statistical method, including:
Server apparatus obtains and stores the characteristic of the terminal that access point AP equipment sends, the characteristic of described terminal According to including terminal iidentification, signal strength signal intensity mark, temporal information and the positional information corresponding with described temporal information;Wherein, institute State terminal iidentification and described signal strength signal intensity mark be described AP equipment after the message getting described terminal, from described message Parse;Wherein, described message is probe requests thereby message or data message;
Described server apparatus utilizes many time points intersection algorithm, the characteristic of described terminal is believed according to the described time Breath carries out integration process, result is stored in the terminal information table corresponding with described AP equipment.
In the first possible implementation of first aspect, described server apparatus utilizes many time points to occur simultaneously and calculates Method, carries out integration process by the characteristic of described terminal according to described temporal information, result is stored and described AP In the terminal information table that equipment is corresponding, including:
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification first by Time difference between the time detected, and the time being finally detected is more than or equal to the first predetermined threshold value, then judge described Terminal is positioned on described vehicle;
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification first by Time difference between the time detected, and the time being finally detected is less than described first predetermined threshold value, then judge described Terminal is positioned at outside described vehicle;Or,
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is first In the time period being detected and be finally detected, described vehicle displacement is more than or equal to the second predetermined threshold value, then judge Described terminal is positioned on described vehicle;
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is first In the time period being detected and be finally detected, the displacement of described vehicle is less than described second predetermined threshold value, then sentence Fixed described terminal is positioned at outside described vehicle.
In conjunction with the first possible implementation of first aspect, in the implementation that the second is possible, described service Device equipment utilization many time points intersection algorithm, carries out integration process by the characteristic of described terminal according to described temporal information, Result is stored in the terminal information table corresponding with described AP equipment, also includes:
Described server apparatus is according to described temporal information and the positional information corresponding with described temporal information, it is judged that with The transport condition of the AP equipment place vehicle that described terminal iidentification is corresponding;Wherein, the transport condition of described vehicle includes normal row Sail state and low-speed running state;
If described server apparatus judges that described vehicle is in described normal transport condition, then believe according to the described time Breath, it is judged that whether the terminal corresponding with described terminal iidentification is positioned on described vehicle;Or,
If described server apparatus is judged when described vehicle is in described low-speed running state, then to believe according to described position Breath, it is judged that whether the terminal corresponding with described terminal iidentification is positioned on described vehicle.
In conjunction with the implementation that the first or the second of first aspect are possible, in the implementation that the third is possible, Described server apparatus utilizes many time points intersection algorithm, carries out whole by the characteristic of described terminal according to described temporal information Conjunction processes, and result is stored in the terminal information table corresponding with described AP equipment, also includes:
If described server apparatus judges that described terminal is positioned at least two described vehicles, then compare and at least two The size of the signal strength signal intensity that described signal strength signal intensity mark is corresponding;
Described server apparatus is according to comparative result, it is determined that described terminal is positioned at the described vehicle that described signal strength signal intensity is big On.
Second aspect, the embodiment of the present invention provides a kind of people flow rate statistical method, including:
Access point AP equipment receives the message that terminal sends, and vehicle from described AP equipment place obtain temporal information with And the positional information corresponding with described temporal information;Wherein, described message is probe requests thereby message or data message;
Described AP equipment parses terminal iidentification and signal strength signal intensity mark from described message;
Described AP equipment is by described terminal iidentification, described signal strength signal intensity mark, described temporal information and described position letter Cease the characteristic as described terminal, be sent to server apparatus;Calculate so that described server apparatus utilizes many time to occur simultaneously The characteristic of described terminal is carried out integration process according to described temporal information by method, it is achieved people flow rate statistical.
The third aspect, the embodiment of the present invention provides a kind of server apparatus, including:
Acquisition module, for obtaining and store the characteristic of the terminal that access point AP equipment sends, the spy of described terminal Levy data and include terminal iidentification, signal strength signal intensity mark, temporal information and the positional information corresponding with described temporal information;Its In, described terminal iidentification and described signal strength signal intensity mark be described AP equipment after the message getting described terminal, from described Message parses;Wherein, described message is probe requests thereby message or data message;
Processing module, is used for utilizing many time points intersection algorithm, the characteristic of described terminal is believed according to the described time Breath carries out integration process, result is stored in the terminal information table corresponding with described AP equipment.
In the first possible implementation of the third aspect, described processing module specifically for:
If according to described temporal information, it is judged that the time that the terminal corresponding with described terminal iidentification is detected first, And the time difference between the time being finally detected is more than or equal to the first predetermined threshold value, then judge that described terminal is positioned at described car On;
If according to described temporal information, it is judged that the time that the terminal corresponding with described terminal iidentification is detected first, And the time difference between the time being finally detected is less than described first predetermined threshold value, then judge that described terminal is positioned at described car Outside;Or,
If according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is detected with finally first In the time period being detected, described vehicle displacement is more than or equal to the second predetermined threshold value, then judge that described terminal is positioned at institute State on vehicle;
If according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is detected with finally first In the time period being detected, the displacement of described vehicle is less than described second predetermined threshold value, then judge that described terminal is positioned at Outside described vehicle.
In conjunction with the first possible implementation of the third aspect, in the implementation that the second is possible, described process Module is additionally operable to:
According to described temporal information and the positional information corresponding with described temporal information, it is judged that with described terminal iidentification pair The transport condition of the AP equipment place vehicle answered;Wherein, the transport condition of described vehicle includes normal transport condition and low speed row Sail state;
If judging, described vehicle is in described normal transport condition, then according to described temporal information, it is judged that with described end Whether the terminal of end mark correspondence is positioned on described vehicle;Or,
If judging when described vehicle is in described low-speed running state, then according to described positional information, it is judged that with described Whether the terminal that terminal iidentification is corresponding is positioned on described vehicle.
In conjunction with the implementation that the first or the second of the third aspect are possible, in the implementation that the third is possible, Described processing module is additionally operable to:
If judging, described terminal is positioned at least two described vehicles, then compare and signal strength signal intensity mark described at least two Know the size of corresponding signal strength signal intensity;According to comparative result, it is determined that described terminal is positioned at the described vehicle that described signal strength signal intensity is big On.
Fourth aspect, the embodiment of the present invention provides a kind of access point AP equipment, including:
Receiver module, for receiving the message that terminal sends;Wherein, described message is probe requests thereby message or datagram Literary composition;
Acquisition module, obtains temporal information and corresponding with described temporal information for the vehicle from described AP equipment place Positional information;
Parsing module, for parsing terminal iidentification and signal strength signal intensity mark from described message;
Sending module, for by described terminal iidentification, described signal strength signal intensity mark, described temporal information and described position Information, as the characteristic of described terminal, is sent to server apparatus;So that described server apparatus utilizes many time to occur simultaneously The characteristic of described terminal is carried out integration process according to described temporal information by algorithm, it is achieved people flow rate statistical.
5th aspect, the embodiment of the present invention provides a kind of people flow rate statistical system, including the most above-mentioned third aspect to the 3rd Arbitrary described server apparatus in the third possible implementation of aspect, and the access point AP of above-mentioned fourth aspect sets Standby.
People flow rate statistical method, equipment and the system that the embodiment of the present invention provides, is obtained by server apparatus and stores The characteristic of the terminal that AP equipment sends, the characteristic of described terminal includes terminal iidentification, signal strength signal intensity mark, time letter Breath and the positional information corresponding with described temporal information;Utilize many time points intersection algorithm, by the characteristic of described terminal Carry out integration process according to described temporal information, result is stored in the terminal information table corresponding with described AP equipment. By existing public transport vehicle-mounted AP equipment, the signal of terminal is acquired, it is possible to achieve to public transport by way of road flow of the people with And the estimation of the patronage in public transport, the terminal that simultaneously can be collected based on different time diverse location difference AP equipment And signal strength signal intensity, terminal location and mobile status are analyzed, thus realize stream of people's quantitative statistics, for operator Objective data reference index is provided.
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 embodiment or existing In having technology to describe, the required accompanying drawing used is briefly described, it should be apparent that, the accompanying drawing in describing below is this Some bright embodiments, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to Other accompanying drawing is obtained according to these accompanying drawings.
Fig. 1 is the flow chart of the present inventor's flow statistical method embodiment one;
Fig. 2 is the flow chart of the present inventor's flow statistical method embodiment two;
Fig. 3 is the system block diagram of the present inventor's flow statistical method embodiment;
Fig. 4 is the structural representation of server apparatus embodiment of the present invention;
Fig. 5 is the structural representation of AP apparatus embodiments 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 embodiment of the present invention In accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is The a part of embodiment of the present invention rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art The every other embodiment obtained under not making creative work premise, broadly falls into the scope of protection of the invention.
(Wireless Local Area Network, WLAN) Basic Service Set (Basic at WLAN Service Set, BSS) in, mainly there are two kinds of roles: access point (Access Point, AP) equipment and terminal (Station, STA) equipment;Wherein AP equipment is as management equipment, manages all of STA, and the STA managed to AP equipment provide access and Transmission service;STA equipment receives, as mobile terminal, access and the data, services that AP equipment provides.
Public transport wlan system, for providing WLAN to service to passenger, is typically installed a chassis load AP on each bus and is set Standby, provide service on net by WLAN to passenger, meanwhile, the commercial network of mobile operator can be connected into as 3G/4G terminal, Realize the WLAN in car and Internet Interconnection, be deployed in the AP device controller of the control centre of operator and other are for certification The system component that management is safeguarded, it is also possible to control vehicle-mounted AP equipment and the behavior of STA equipment by 3G/4G network.
Usual vehicle-mounted AP equipment equipment is also integrated with global positioning system (Global Positioning System, GPS) Function, it is possible to the real time position of public transport is sent back control centre simultaneously, in order to public transport is monitored and dispatches.The present invention is real The people flow rate statistical method executing example is namely based on existing public transport wlan system, it is provided that a kind of convenient and flow of the people the most accurately Statistical method, it is achieved vehicle is by way of the round-the-clock statistics of the road stream of people.
Fig. 1 is the flow chart of the present inventor's flow statistical method embodiment one.As it is shown in figure 1, the people that the present embodiment provides Flow statistical method may include that
Step 101, server apparatus obtain and store the characteristic of the terminal that AP equipment sends, the feature of described terminal Data include terminal iidentification, signal strength signal intensity mark, temporal information and the positional information corresponding with described temporal information;Wherein, Described terminal iidentification and described signal strength signal intensity mark be described AP equipment after the message getting described terminal, from described message In parse;Wherein, described message is probe requests thereby message or data message.
When terminal STA is opened after WLAN function, it will usually periodically send probe requests thereby message, with seek AP equipment should Answer, and the signal strength signal intensity of the AP equipment by receiving, the AP equipment selecting signal the strongest is associated, and meanwhile, AP sets The standby signal strength signal intensity that can also be got the probe requests thereby message that terminal sends by the signal demodulation of physical layer, and terminal institute The probe requests thereby message sent also carries for unique terminal iidentification identifying described terminal, i.e. Media access contorl (Media Access Control, MAC) address information.
Generally, in actual applications, if certain AP equipment, i.e. terminal use the WiFi that this AP equipment provides on terminal association Time, the quantity of data message is much larger than the quantity of probe requests thereby message, and now, this AP equipment is by each datagram received Literary composition all can parse terminal iidentification and the signal strength signal intensity mark of this terminal.
It is to say, AP equipment can parse the end corresponding with the terminal sending message from the message received End mark and signal strength signal intensity identify (Received Signal Strength Indication, RSSI), and meanwhile, AP equipment is also Temporal information and the positional information corresponding with temporal information can be got, it should be noted that temporal information is permissible from GPS Acquisition Tong Bu with message, it is also possible to being to obtain from GPS according to prefixed time interval, temporal information can obtain from GPS, Can also obtain from vehicle-mounted other system, or after AP equipment clock synchronizes, directly use the temporal information of AP equipment, This is not limited by the present embodiment.
Step 102, described server apparatus utilize many time points intersection algorithm, by the characteristic of described terminal according to institute State temporal information and carry out integration process, result is stored in the terminal information table corresponding with described AP equipment.
In a kind of feasible embodiment, described server apparatus can be according to described temporal information, it is judged that with described end Whether the terminal of end mark correspondence is positioned on described vehicle, concrete, if described server apparatus is according to described temporal information, sentences Break and the time that the terminal corresponding with described terminal iidentification is detected first, and the time between the time being finally detected Difference more than or equal to the first predetermined threshold value, then judges that described terminal is positioned on described vehicle;If described server apparatus is according to described Temporal information, it is judged that the time that the terminal corresponding with described terminal iidentification is detected first, be finally detected time Time difference between is less than described first predetermined threshold value, then judge that described terminal is positioned at outside described vehicle.
In another kind of feasible embodiment, described server apparatus can be according to described positional information, it is judged that with described Whether the terminal that terminal iidentification is corresponding is positioned on described vehicle, concrete, if described server apparatus is according to described positional information, Judge the terminal corresponding with described terminal iidentification within the time period being detected first and be finally detected, described vehicle Displacement is more than or equal to the second predetermined threshold value, then judge that described terminal is positioned on described vehicle;If described server apparatus root According to described positional information, it is judged that the terminal corresponding with described terminal iidentification be detected first be finally detected time Between in section, the displacement of described vehicle is less than described second predetermined threshold value, then judge that described terminal is positioned at outside described vehicle.
It should be noted that the first predetermined threshold value and the second predetermined threshold value all can be carried out according to actual conditions in use Setting, this is not limited by the present embodiment.
Optionally, in actual applications, described server apparatus when judging whether described terminal is positioned on described vehicle, Can also be first according to described temporal information and the positional information corresponding with described temporal information, it is judged that with described terminal iidentification pair The transport condition of the AP equipment place vehicle answered;Wherein, the transport condition of described vehicle includes normal transport condition and low speed row Sail state;If described server apparatus judges that described vehicle is in described normal transport condition, then according to described temporal information, Judge whether the terminal corresponding with described terminal iidentification is positioned on described vehicle;Or, if described server apparatus judges institute State vehicle when being in described low-speed running state, then according to described positional information, it is judged that the terminal corresponding with described terminal iidentification Whether it is positioned on described vehicle.
Further, in actual application, it is also possible to can encounter a kind of situation, i.e. one terminal is in certain time period Detected by multiple AP equipment while of interior, now, if described server apparatus judges that described terminal is positioned at described at least two On vehicle, then compare the size of the signal strength signal intensity corresponding with signal strength signal intensity mark described at least two;Described server apparatus root According to comparative result, it is determined that described terminal is positioned on the described vehicle that described signal strength signal intensity is big.
The technical scheme of the present embodiment, is acquired the signal of handheld terminal by existing public transport vehicle-mounted AP equipment, The estimation to public transport patronage on the flow of the people and public transport of road can be realized, simultaneously can be based on different time Terminal that diverse location difference AP equipment is collected and signal strength signal intensity thereof, carried out terminal location and mobile status point Analysis, thus realize stream of people's quantitative statistics, provide objective data reference index for operator.
Fig. 2 is the flow chart of the present inventor's flow statistical method embodiment two.As in figure 2 it is shown, the side that the present embodiment provides Method specifically may include that
Step 201, AP equipment receive the message that terminal sends, and the vehicle from described AP equipment place obtains temporal information And the positional information corresponding with described temporal information;Wherein, described message is probe requests thereby message or data message.
Step 202, described AP equipment parse terminal iidentification and signal strength signal intensity mark from described message.
Step 203, described AP equipment are by described terminal iidentification, described signal strength signal intensity mark, described temporal information and institute State the positional information characteristic as described terminal, be sent to server apparatus;During so that described server apparatus utilizes many Between intersection algorithm the characteristic of described terminal is carried out integration process according to described temporal information, it is achieved people flow rate statistical.
The technical scheme of the present embodiment, receives, by AP equipment, the message that terminal sends, and from described AP equipment place Vehicle obtains temporal information and the positional information corresponding with described temporal information;Parse from described message terminal iidentification and Signal strength signal intensity identifies;Using described terminal iidentification, described signal strength signal intensity mark, described temporal information and described positional information as The characteristic of described terminal, is sent to server apparatus, processes for server apparatus, thus realize to public transport by way of The estimation of the patronage on the flow of the people of road and public transport, simultaneously can be based on different time diverse location difference AP equipment The terminal collected and signal strength signal intensity thereof, be analyzed terminal location and mobile status, and then realize flow of the people Statistics, for operator provide objective data reference index.
Below in conjunction with specific embodiment, the people flow rate statistical method of the embodiment of the present invention is described in detail.
Fig. 3 is the system block diagram of the present inventor's flow statistical method embodiment.With reference to Fig. 3, in the present embodiment, can comprise Vehicle-mounted AP equipment and server apparatus, wherein, vehicle-mounted AP equipment includes WLAN service module, and terminal intercepts module, GPS mould Transmission module on block and data;Including data reception module on server apparatus, data are extracted conversion and load (Extract- Transform-Load, ETL) module and stream of people's analytic statistics module.
Concrete, WLAN service module is for providing the terminal with charge or free WLAN service;Terminal intercepts module can For intercepting the message that terminal sends, and from message, parse terminal iidentification, i.e. mac address information and RSSI;GPS module For obtaining positional information and the temporal information of vehicle;The characteristic of the transmission module terminal for obtaining, i.e. MAC in data Address information, RSSI and temporal information and positional information, the data reception module being sent in server apparatus, specifically may be used To be returned by 3G/4G network.Concrete, message can be probe requests thereby message, or message can be data message.
Data reception module receives the characteristic of terminal for transmission module from the data of vehicle-mounted AP equipment and stores;Number According to ETL module for extracting, change and add the characteristic of mounted terminal, and deposit after characteristic is carried out simple process Storage;Stream of people's analytic statistics module is for analyzing the characteristic after ETL process module simple process, and then analyzes public transport On passengers quantity and by way of stream of people's distribution situation of near roads.
Concrete, ETL process module generates the first base about terminal after the characteristic of terminal is carried out simple process This information table and the second Basic Information Table, wherein, comprise AP device identification, temporal information, terminal mark in the first Basic Information Table Know and signal strength signal intensity identify, as shown in table 1, the second Basic Information Table comprises AP device identification, temporal information and positional information, As shown in table 2.
Table 1 first Basic Information Table
AP device identification Temporal information Terminal iidentification RSSI
AP equipment 1 T1 MAC1 RSSI11
AP equipment 1 T1 MAC2 RSSI21
AP equipment 1 T2 MAC1 RSSI12
AP equipment 1 T3 MAC1 RSSI13
Table 2 second Basic Information Table
AP device identification Temporal information Positional information
AP equipment 1 T1 (x1, y1)
AP equipment 1 T2 (x2, y2)
AP equipment 1 T3 (x3, y3)
Stream of people's analytic statistics module is according to the temporal information in above-mentioned Tables 1 and 2 and the position corresponding with temporal information Information, it is judged that the vehicle corresponding with AP equipment is at the transport condition of different time, and according to the transport condition of vehicle, according in advance If rule judgment goes out whether terminal is positioned on vehicle.
When vehicle is in normal transport condition, the average speed of such as vehicle reach more than 20km/h or static time, The time can being detected first according to terminal, and whether the time difference between the time being finally detected is more than or equal to the One predetermined threshold value, judges whether terminal is positioned on vehicle, and the first predetermined threshold value can be such as 10 minutes, i.e. if the time difference More than or equal to 10 minutes, then judge that terminal is positioned on vehicle, if the time difference less than 10 minutes, then judges that terminal is positioned at outside vehicle.
When vehicle is in low-speed running state, the average speed of such as vehicle is less than 10km/h, can exist according to terminal In the time period being detected first and be finally detected, whether vehicle displacement, more than or equal to the second predetermined threshold value, is come Judging whether terminal is positioned on vehicle, the second predetermined threshold value can be such as 1km, i.e. if displacement is more than or equal to 1km, then Judge that terminal is positioned on vehicle, if displacement is less than 1km, then judge that terminal is positioned at outside vehicle.
If stream of people's analytic statistics module judges that terminal is positioned at least on two vehicles, then compare strong with at least two signal Scale knows the size of corresponding signal strength signal intensity;According to comparative result, it is determined that terminal is positioned on the vehicle that signal strength signal intensity is big, namely Saying, after the characteristic of the terminal obtained for each vehicle-mounted AP equipment processes, if judging, certain terminal is a certain Detected by multiple vehicle-mounted AP equipment in time cycle, then the RSSI accessed by these AP equipment is compared, and finally Judge that terminal is positioned on the vehicle at AP equipment place corresponding for the big RSSI of signal strength signal intensity, generate terminal information table, such as table 3 institute Show.
Table 3 terminal information table
Temporal information Positional information Terminal iidentification Type
T1 (x1, y1) MAC1 AP equipment 1 passenger
T1 (x1, y1) MAC2 Passerby
T2 (x2, y2) MAC1 AP equipment 1 passenger
T3 (x3, y3) MAC1 AP equipment 1 passenger
In terminal information table, comprise terminal in particular moment location, and the type of terminal holder, such as It is the pedestrian on the passenger of certain AP equipment or road, and the vehicle taken;Closer, from terminal in different time institute The diverse location at place, it is also possible to analyze mobile status and other relevant informations of terminal holder, the present embodiment pair further This does not limits.
The technical scheme of the present embodiment, is acquired the signal of handheld terminal by existing public transport vehicle-mounted AP equipment, The estimation to public transport patronage on the flow of the people and public transport of road can be realized, simultaneously can be based on different time Terminal that diverse location difference AP equipment is collected and signal strength signal intensity thereof, carried out terminal location and mobile status point Analysis, thus realize stream of people's quantitative statistics, provide objective data reference index for operator.
Fig. 4 is the structural representation of server apparatus embodiment of the present invention.As shown in Figure 4, the service that the present embodiment provides Device equipment 10 may include that acquisition module 11 and processing module 12.
Wherein, acquisition module 11 is for obtaining and store the characteristic of the terminal that AP equipment sends, the spy of described terminal Levy data and include terminal iidentification, signal strength signal intensity mark, temporal information and the positional information corresponding with described temporal information;Its In, described terminal iidentification and described signal strength signal intensity mark be described AP equipment after the message getting described terminal, from described Message parses;Wherein, described message is probe requests thereby message or data message;
Processing module 12 is used for utilizing many time points intersection algorithm, the characteristic of described terminal is believed according to the described time Breath carries out integration process, result is stored in the terminal information table corresponding with described AP equipment.
Concrete, if described processing module 12 may be used for according to described temporal information, it is judged that with described terminal iidentification The time that corresponding terminal is detected first, and the time difference between the time being finally detected is default more than or equal to first Threshold value, then judge that described terminal is positioned on described vehicle;If according to described temporal information, it is judged that corresponding with described terminal iidentification Time of being detected first of terminal, and the time difference between the time being finally detected preset threshold less than described first Value, then judge that described terminal is positioned at outside described vehicle;Or, if according to described positional information, it is judged that with described terminal iidentification Corresponding terminal is within the time period being detected first and be finally detected, and described vehicle displacement is more than or equal to second Predetermined threshold value, then judge that described terminal is positioned on described vehicle;If according to described positional information, it is judged that with described terminal iidentification Corresponding terminal is within the time period being detected first and be finally detected, and the displacement of described vehicle is less than described the Two predetermined threshold value, then judge that described terminal is positioned at outside described vehicle.
It should be noted that in the present embodiment, described processing module 12 be additionally operable to according to described temporal information and with institute State the positional information that temporal information is corresponding, it is judged that the transport condition of the AP equipment place vehicle corresponding with described terminal iidentification;Its In, the transport condition of described vehicle includes normal transport condition and low-speed running state;If it is described to judge that described vehicle is in Normal transport condition, then according to described temporal information, it is judged that whether the terminal corresponding with described terminal iidentification is positioned at described vehicle On;Or, if judging when described vehicle is in described low-speed running state, then according to described positional information, it is judged that with described Whether the terminal that terminal iidentification is corresponding is positioned on described vehicle.
Further, if described processing module 12 can be also used for judging that described terminal is positioned at least two described vehicles On, then compare the size of the signal strength signal intensity corresponding with signal strength signal intensity mark described at least two;According to comparative result, it is determined that described Terminal is positioned on the described vehicle that described signal strength signal intensity is big.
It should be noted that the acquisition module 11 in the present embodiment may correspond to data reception module in above-described embodiment, Processing module 12 in the present embodiment may correspond to the ETL process module in above-described embodiment and stream of people's analytic statistics module.
The server apparatus that the present embodiment provides, can be used for performing the technical scheme of said method embodiment, and it realizes former Reason and technique effect are similar to, and here is omitted.
Fig. 5 is the structural representation of AP apparatus embodiments of the present invention.As it is shown in figure 5, the AP equipment 20 that the present embodiment provides Specifically may include that receiver module 21, acquisition module 22, parsing module 23 and sending module 24.
Wherein, receiver module 21 is for receiving the message that terminal sends;Wherein, described message is probe requests thereby message or number According to message;
Acquisition module 22 for the vehicle from described AP equipment place obtain temporal information and with described temporal information pair The positional information answered;
Parsing module 23 is for parsing terminal iidentification and signal strength signal intensity mark from described message;
Sending module 24 is for by described terminal iidentification, described signal strength signal intensity mark, described temporal information and institute's rheme Confidence breath, as the characteristic of described terminal, is sent to server apparatus;So that described server apparatus utilizes many time to hand over The characteristic of described terminal is carried out integration process according to described temporal information by set algorithm, it is achieved people flow rate statistical.
It should be noted that the acquisition module 22 in the present embodiment may correspond to the GPS module in above-described embodiment, this reality Execute the receiver module 21 in example and terminal that parsing module 23 may correspond in above-described embodiment intercepts module, in the present embodiment Sending module 24 may correspond to transmission module in the data in above-described embodiment.
The AP equipment of the present embodiment, can be used for performing the technical scheme of said method embodiment, and it realizes principle and technology Effect is similar to, and here is omitted.
The present embodiment provides a kind of people flow rate statistical system, the people flow rate statistical system that the present embodiment provides can include as The server apparatus that above-described embodiment provides, and the AP equipment provided such as above-described embodiment.
Wherein, the server apparatus that the present embodiment provides can include acquisition module and processing module, and particular content sees Acquisition module 11 in the server apparatus 10 of above-described embodiment and processing module 12, here is omitted.
The AP equipment that the present embodiment provides can include receiver module, acquisition module, parsing module and sending module, specifically Content sees the receiver module 21 in the AP equipment 20 of above-described embodiment, acquisition module 22, parsing module 23 and sending module 24, Here is omitted.
In several embodiments provided by the present invention, it should be understood that disclosed apparatus and method, can be passed through it Its mode realizes.Such as, device embodiment described above is only schematically, such as, and the division of described unit, only Being only a kind of logic function to divide, actual can have other dividing mode, the most multiple unit or assembly to tie when realizing Close or be desirably integrated into another system, or some features can be ignored, or not performing.Another point, shown or discussed Coupling each other or direct-coupling or communication connection can be the INDIRECT COUPLING by some interfaces, device or unit or logical Letter connects, and can be electrical, machinery or other form.
The described unit illustrated as separating component can be or may not be physically separate, shows as unit The parts shown can be or may not be physical location, i.e. may be located at a place, or can also be distributed to multiple On NE.Some or all of unit therein can be selected according to the actual needs to realize the mesh of the present embodiment scheme 's.
It addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, it is also possible to It is that unit is individually physically present, it is also possible to two or more unit are integrated in a unit.Above-mentioned integrated list Unit both can realize to use the form of hardware, it would however also be possible to employ hardware adds the form of SFU software functional unit and realizes.
The above-mentioned integrated unit realized with the form of SFU software functional unit, can be stored in an embodied on computer readable and deposit In storage media.Above-mentioned SFU software functional unit is stored in a storage medium, including some instructions with so that a computer Equipment (can be personal computer, server, or the network equipment etc.) or processor (processor) perform the present invention each The part steps of method described in embodiment.And aforesaid storage medium includes: USB flash disk, portable hard drive, read-only storage (Read- Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disc or CD etc. various The medium of program code can be stored.
Those skilled in the art are it can be understood that arrive, for convenience and simplicity of description, only with above-mentioned each functional module Division be illustrated, in actual application, can be as desired by complete by different functional modules for above-mentioned functions distribution Become, the internal structure of device will be divided into different functional modules, to complete all or part of function described above.On State the specific works process of the device of description, be referred to the corresponding process in preceding method embodiment, do not repeat them here.
Last it is noted that various embodiments above is only in order to illustrate technical scheme, it is not intended to limit;To the greatest extent The present invention has been described in detail by pipe with reference to foregoing embodiments, it will be understood by those within the art that: it depends on So the technical scheme described in foregoing embodiments can be modified, or the most some or all of technical characteristic is entered Row equivalent;And these amendments or replacement, do not make the essence of appropriate technical solution depart from various embodiments of the present invention technology The scope of scheme.

Claims (9)

1. a people flow rate statistical method, it is characterised in that including:
Server apparatus obtains and stores the characteristic of the terminal that access point AP equipment sends, the characteristic bag of described terminal Include terminal iidentification, signal strength signal intensity mark, temporal information and the positional information corresponding with described temporal information;Wherein, described end End mark and described signal strength signal intensity mark be described AP equipment after the message getting described terminal, from described message resolve Go out;Wherein, described message is probe requests thereby message or data message;
Described server apparatus utilizes many time points intersection algorithm, the characteristic of described terminal is entered according to described temporal information Row integration processes, and result is stored in the terminal information table corresponding with described AP equipment;
Wherein, described server apparatus utilizes many time points intersection algorithm, by the characteristic of described terminal according to the described time Information carries out integration process, result is stored in the terminal information table corresponding with described AP equipment, including:
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification is detected first Time difference between the time arrived, and the time being finally detected is more than or equal to the first predetermined threshold value, then judge described terminal It is positioned on the AP equipment place vehicle that described terminal iidentification is corresponding;
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification is detected first Time difference between the time arrived, and the time being finally detected is less than described first predetermined threshold value, then judge described terminal It is positioned at outside described vehicle;Or,
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is visited first In the time period measured and be finally detected, described vehicle displacement is more than or equal to the second predetermined threshold value, then judge described Terminal is positioned on described vehicle;
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is visited first In the time period measured and be finally detected, the displacement of described vehicle is less than described second predetermined threshold value, then judge institute State terminal to be positioned at outside described vehicle.
Method the most according to claim 1, it is characterised in that described server apparatus utilizes many time points intersection algorithm, The characteristic of described terminal is carried out integration process according to described temporal information, result is stored and described AP equipment In corresponding terminal information table, also include:
Described server apparatus is according to described temporal information and the positional information corresponding with described temporal information, it is judged that with described The transport condition of the AP equipment place vehicle that terminal iidentification is corresponding;Wherein, the transport condition of described vehicle includes normally travelling shape State and low-speed running state;
If described server apparatus judges that described vehicle is in described normal transport condition, then according to described temporal information, sentence Whether the disconnected terminal corresponding with described terminal iidentification is positioned on described vehicle;Or,
If described server apparatus is judged when described vehicle is in described low-speed running state, then according to described positional information, Judge whether the terminal corresponding with described terminal iidentification is positioned on described vehicle.
Method the most according to claim 1 and 2, it is characterised in that described server apparatus utilizes many time points to occur simultaneously and calculates Method, carries out integration process by the characteristic of described terminal according to described temporal information, result is stored and described AP In the terminal information table that equipment is corresponding, also include:
If described server apparatus judges that described terminal is positioned at least two described vehicles, then compare with described at least two The size of the signal strength signal intensity that signal strength signal intensity mark is corresponding;
Described server apparatus is according to comparative result, it is determined that described terminal is positioned on the described vehicle that described signal strength signal intensity is big.
4. a people flow rate statistical method, it is characterised in that including:
Access point AP equipment receives the message that terminal sends, and vehicle from described AP equipment place obtain temporal information and with The positional information that described temporal information is corresponding;Wherein, described message is probe requests thereby message or data message;
Described AP equipment parses terminal iidentification and signal strength signal intensity mark from described message;
Described terminal iidentification, described signal strength signal intensity mark, described temporal information and described positional information are made by described AP equipment For the characteristic of described terminal, it is sent to server apparatus;So that described server apparatus utilizes intersection algorithm of many time to incite somebody to action The characteristic of described terminal carries out integration process according to described temporal information, it is achieved people flow rate statistical;Wherein, described server The characteristic of described terminal is carried out integration process according to described temporal information by equipment utilization many time points intersection algorithm, bag Include:
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification is detected first Time difference between the time arrived, and the time being finally detected is more than or equal to the first predetermined threshold value, then judge described terminal It is positioned on the AP equipment place vehicle that described terminal iidentification is corresponding;
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification is detected first Time difference between the time arrived, and the time being finally detected is less than described first predetermined threshold value, then judge described terminal It is positioned at outside described vehicle;Or,
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is visited first In the time period measured and be finally detected, described vehicle displacement is more than or equal to the second predetermined threshold value, then judge described Terminal is positioned on described vehicle;
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is visited first In the time period measured and be finally detected, the displacement of described vehicle is less than described second predetermined threshold value, then judge institute State terminal to be positioned at outside described vehicle.
5. a server apparatus, it is characterised in that including:
Acquisition module, for obtaining and store the characteristic of the terminal that access point AP equipment sends, the characteristic of described terminal According to including terminal iidentification, signal strength signal intensity mark, temporal information and the positional information corresponding with described temporal information;Wherein, institute State terminal iidentification and described signal strength signal intensity mark be described AP equipment after the message getting described terminal, from described message Parse;Wherein, described message is probe requests thereby message or data message;
Processing module, is used for utilizing many time points intersection algorithm, the characteristic of described terminal is entered according to described temporal information Row integration processes, and result is stored in the terminal information table corresponding with described AP equipment;Wherein, described processing module tool Body is used for:
If according to described temporal information, it is judged that the time that the terminal corresponding with described terminal iidentification is detected first, and After time difference between time of being detected more than or equal to the first predetermined threshold value, then judge that described terminal is positioned at described terminal mark Know on corresponding AP equipment place vehicle;
If according to described temporal information, it is judged that the time that the terminal corresponding with described terminal iidentification is detected first, and After time difference between time of being detected less than described first predetermined threshold value, then judge that described terminal is positioned at described vehicle Outward;Or,
If according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is being detected first and is finally being visited In the time period measured, described vehicle displacement is more than or equal to the second predetermined threshold value, then judge that described terminal is positioned at described car On;
If according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is being detected first and is finally being visited In the time period measured, the displacement of described vehicle is less than described second predetermined threshold value, then judge that described terminal is positioned at described Outside vehicle.
Server apparatus the most according to claim 5, it is characterised in that described processing module is additionally operable to:
According to described temporal information and the positional information corresponding with described temporal information, it is judged that corresponding with described terminal iidentification The transport condition of AP equipment place vehicle;Wherein, the transport condition of described vehicle includes normal transport condition and runs at a low speed shape State;
If judging, described vehicle is in described normal transport condition, then according to described temporal information, it is judged that with described terminal mark Know whether corresponding terminal is positioned on described vehicle;Or,
If judging when described vehicle is in described low-speed running state, then according to described positional information, it is judged that with described terminal Whether the terminal of mark correspondence is positioned on described vehicle.
7. according to the server apparatus described in claim 5 or 6, it is characterised in that described processing module is additionally operable to:
If judging, described terminal is positioned at least two described vehicles, then it is right with signal strength signal intensity mark described at least two to compare The size of the signal strength signal intensity answered;According to comparative result, it is determined that described terminal is positioned on the described vehicle that described signal strength signal intensity is big.
8. an access point AP equipment, it is characterised in that including:
Receiver module, for receiving the message that terminal sends;Wherein, described message is probe requests thereby message or data message;
Acquisition module, obtains temporal information and the position corresponding with described temporal information for the vehicle from described AP equipment place Confidence ceases;
Parsing module, for parsing terminal iidentification and signal strength signal intensity mark from described message;
Sending module, for by described terminal iidentification, described signal strength signal intensity mark, described temporal information and described positional information As the characteristic of described terminal, it is sent to server apparatus;So that described server apparatus utilizes intersection algorithm of many time The characteristic of described terminal is carried out integration process according to described temporal information, it is achieved people flow rate statistical;Wherein, described service The characteristic of described terminal is carried out integration process according to described temporal information by device equipment utilization many time points intersection algorithm, bag Include:
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification is detected first Time difference between the time arrived, and the time being finally detected is more than or equal to the first predetermined threshold value, then judge described terminal It is positioned on the AP equipment place vehicle that described terminal iidentification is corresponding;
If described server apparatus is according to described temporal information, it is judged that the terminal corresponding with described terminal iidentification is detected first Time difference between the time arrived, and the time being finally detected is less than described first predetermined threshold value, then judge described terminal It is positioned at outside described vehicle;Or,
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is visited first In the time period measured and be finally detected, described vehicle displacement is more than or equal to the second predetermined threshold value, then judge described Terminal is positioned on described vehicle;
If described server apparatus is according to described positional information, it is judged that the terminal corresponding with described terminal iidentification is visited first In the time period measured and be finally detected, the displacement of described vehicle is less than described second predetermined threshold value, then judge institute State terminal to be positioned at outside described vehicle.
9. a people flow rate statistical system, it is characterised in that include the server apparatus as described in claim 5-7 is arbitrary, with And as claimed in claim 8 access point AP equipment.
CN201410495872.XA 2014-09-24 2014-09-24 People flow rate statistical method, equipment and system CN104217592B (en)

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