CN110035094A - A kind of train-installed wireless traffic driving means and distribution method based on demographics - Google Patents
A kind of train-installed wireless traffic driving means and distribution method based on demographics Download PDFInfo
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- CN110035094A CN110035094A CN201810027889.0A CN201810027889A CN110035094A CN 110035094 A CN110035094 A CN 110035094A CN 201810027889 A CN201810027889 A CN 201810027889A CN 110035094 A CN110035094 A CN 110035094A
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- user
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/535—Tracking the activity of the user
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/06—Selective distribution of broadcast services, e.g. multimedia broadcast multicast service [MBMS]; Services to user groups; One-way selective calling services
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
- H04W4/40—Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
- H04W4/42—Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P] for mass transport vehicles, e.g. buses, trains or aircraft
Abstract
The invention discloses a kind of train-installed wireless traffic driving means based on demographics, before bullet train sending, apparatus of the present invention receive the hot information of cloud computing center push and are cached in cache module；Then, user is linked into the driving means by vehicle-mounted WiFi signal, and logged in cell-phone number verifying, demographics and information preference statistical module pass through the cell-phone number counting user number logged in, and carry out initial preference according to the interest tags that user oneself selects and count；According to the click behavior of train user, hot information prediction module further predicts the interested information of user using statistics or machine learning algorithm；Finally, the hot information predicted is pushed to user terminal by hot information pushing module.The invention also discloses a kind of train-installed wireless traffic distribution method based on demographics.The convenient and efficient number for counting validated user of the present invention, can formulate corresponding distribution policy according to effective number of users and user tag.
Description
Technical field
The present invention relates to wireless communication fields, more particularly to the content distribution techniques based on wireless traffic pre-cache, tool
Body refers to a kind of train-installed wireless traffic driving means and distribution method based on demographics.
Background technique
Since number of users statistics must obtain train passenger data to relevant departments on high-speed running train, to be awarded
It is troublesome to weigh program, and existing demographic method is more complicated, such as by recognition of face come statistical number of person；Pass through
WiFi access is relatively easy quick to count true number of users on train, is conducive to formulate significantly more efficient content distribution plan
Slightly.
Due to the appearance of gradually universal, all kinds of multimedia service of intelligent terminal, cause wireless communication resources still opposite
It is rare；In high-speed running train under this special scene, it is limited to Doppler frequency shift and car body brought by high-speed mobile
Penetration loss causes wireless communication bandwidth on train more rare, and the bandwidth that each train user gets is less.
The business correlation of most users request is very big, has focused largely in limited website and business, real-time industry
Business proportion is especially small；Matthew effect causes hot information more welcome；Due to machine learning and deep learning
Research is goed deep into, and counting and predicting from volatile internet information will be become more by the interested hot information of spectators
It is easy to add；The price of the intelligent terminals such as mobile phone is lower and lower, and memory space is increasing, and battery durable ability gradually increases.
Using the storage capacity of the intelligent terminals such as mobile phone, hot spot is received in advance from fusing wireless fusion broadcast with cellular network
Information, it is possible to reduce the expense of wireless telecommunications and improve QoS of customer.
Summary of the invention
For the convenience and validity for counting effective amount on train, it is an object of the invention to propose that one kind is based on
The train-installed wireless traffic driving means and distribution method of demographics, the distribution method can be counted conveniently
The number (validated user number refers to the user for being ready the hot information of receiving device push) of validated user, and then being capable of basis
Effective number of users and user tag (user tag refers to classifying content interested to user, such as sport, video display etc.)
Corresponding distribution policy is formulated, preferential push has information interested to the grouping of most numbers.
The present invention is realized according to following technical scheme:
A kind of train-installed wireless traffic driving means based on demographics characterized by comprising
Hot information cache module receives the hot information of cloud computing center push before bullet train sending；
Demographics and information preference statistical module, when train user accesses the WiFi signal that train gives out, first
It carries out cell-phone number verifying to log in, and selects oneself interest tags；
Hot information prediction module predicts that user is interested according to machine learning according to the click behavior of train user
Information；
Hot information pushing module carries out hot information according to the interest tags of user and the hot information of prediction
Push.
In above-mentioned technical proposal, when carrying out cell-phone number verifying to user, the demographics and information preference count mould
The information preference of block counting user, and the hot information prediction module according to the access content of user carries out the pre- of Hot Contents
It surveys.
In above-mentioned technical proposal, different multicast networks is assigned to user according to the information preference of the user counted,
Number and different multicastapackets further according to wireless channel formulate corresponding content distribution policy, when channel number is less than grouping
When number, preferential push has information interested to the multicastapackets of most numbers.
In above-mentioned technical proposal, the multicast network uses WiFi multicast or enhanced multimedia broadcast multicast service group
It broadcasts.
A kind of train-installed wireless traffic distribution method based on demographics of the invention, according to above-mentioned train-installed nothing
What line service driving means was realized, further include content delivering apparatus, which comprises the steps of:
(1) content delivering apparatus updates hot information and distributes WiFi；
(2) user for having intention to receive hot information on train accesses WiFi in such a way that phone number is verified, with this
Information labels interested to simultaneous selection oneself, then content delivering apparatus records the interest tags of accessing user；In user
The label of information interested to user is predicted according to machine learning method during browsing information, and is added to the emerging of user
Interesting label；
(3) content delivering apparatus identifies different train users according to different telephone numbers；
(4) information that content delivering apparatus clicks behavior according to user and user interest Tag Estimation user is most interested in,
Driving means carries out hot information multicast by means of enhanced multimedia broadcast multicast service or WiFi.
Compared with prior art, the present invention having following technical effect that
User can quickly obtain the information read required for correlation according to the technique and scheme of the present invention.
Detailed description of the invention
Upon reading the detailed description of non-limiting embodiments with reference to the following drawings, other feature of the invention,
Objects and advantages will become more apparent upon:
Train-installed wireless traffic diostribution device functional block diagram of the Fig. 1 based on demographics；
Train-installed wireless traffic distribution flow schematic diagram of the Fig. 2 based on demographics.
Specific embodiment
The present invention is described in detail combined with specific embodiments below.Following embodiment will be helpful to the technology of this field
Personnel further understand the present invention, but the invention is not limited in any way.It should be pointed out that the ordinary skill of this field
For personnel, without departing from the inventive concept of the premise, several changes and improvements can also be made.These belong to the present invention
Protection scope.
The present invention will be further described with specific implementation with reference to the accompanying drawing.
As shown in fig. 1, a kind of train-installed wireless traffic driving means based on demographics of the invention, feature
It is, comprising:
Hot information cache module receives the hot information of cloud computing center push before bullet train sending；
Demographics and information preference statistical module, when train user accesses the WiFi signal that train gives out, first
It carries out cell-phone number verifying to log in, and selects oneself interest tags；
Hot information prediction module predicts that user is interested according to machine learning according to the click behavior of train user
Information；
Hot information pushing module carries out hot information according to the interest tags of user and the hot information of prediction
Push.
In this embodiment, when carrying out cell-phone number verifying to user, the demographics and information preference statistical module are united
The information preference of user is counted, and the hot information prediction module according to the access content of user carries out the prediction of Hot Contents.
User is assigned to different multicast networks according to the information preference of the user counted, further according to wireless channel
Number and different multicastapackets formulate corresponding content distribution policy, when channel number is less than grouping number, preferential push tool
There is information interested to the multicastapackets of most numbers.
Multicast network uses WiFi multicast or enhanced multimedia broadcast multicast service multicast.
As shown in Figure 2, a kind of train-installed wireless traffic distribution method based on demographics of the invention, according to upper
It states what train-installed wireless traffic driving means was realized, further includes content delivering apparatus, which comprises the steps of:
(1) content delivering apparatus updates hot information and distributes WiFi；
(2) user for having intention to receive hot information on train accesses WiFi in such a way that phone number is verified, with this
Information labels interested to simultaneous selection oneself, the then interest tags of content delivering apparatus record accessing user, such as body
It educates, entertain, science and technology etc.；Information interested to user is predicted according to machine learning method during user browses information
Label, and it is added to the interest tags of user；
(3) content delivering apparatus identifies different train users according to different telephone numbers；
(4) information that content delivering apparatus clicks behavior according to user and user interest Tag Estimation user is most interested in,
Driving means carries out hot information multicast by means of enhanced multimedia broadcast multicast service or WiFi.
The present invention can conveniently count the number of validated user, and then can be according to effective number of users and use
Family label formulates corresponding distribution policy, and preferential push has information interested to the grouping of most numbers.
Specific embodiments of the present invention are described above.It is to be appreciated that the invention is not limited to above-mentioned
Particular implementation, those skilled in the art can make a variety of changes or modify within the scope of the claims, this not shadow
Ring substantive content of the invention.In the absence of conflict, the feature in embodiments herein and embodiment can any phase
Mutually combination.
Claims (5)
1. a kind of train-installed wireless traffic driving means based on demographics characterized by comprising
Hot information cache module receives the hot information of cloud computing center push before bullet train sending；
Demographics and information preference statistical module carry out first when train user accesses the WiFi signal that train gives out
Cell-phone number verifying logs in, and selects oneself interest tags；
Hot information prediction module predicts the interested information of user according to machine learning according to the click behavior of train user；
Hot information pushing module carries out the push of hot information according to the interest tags of user and the hot information of prediction.
2. a kind of train-installed wireless traffic driving means based on demographics according to claim 1, feature exist
In, when carrying out cell-phone number verifying to user, the information preference of the demographics and information preference statistical module counts user,
And the hot information prediction module according to the access content of user carries out the prediction of Hot Contents.
3. a kind of train-installed wireless traffic driving means based on demographics according to claim 2, feature exist
In user being assigned to different multicast networks according to the information preference of the user counted, further according to the number of wireless channel
Corresponding content distribution policy is formulated with different multicastapackets, when channel number is less than grouping number, preferential push has most
Information interested to the multicastapackets of more numbers.
4. a kind of train-installed wireless traffic driving means based on demographics according to claim 3, feature exist
In the multicast network uses WiFi multicast or enhanced multimedia broadcast multicast service multicast.
5. a kind of train-installed wireless traffic distribution method based on demographics, according to claim 1-4
What train-installed wireless traffic driving means was realized, further include content delivering apparatus, which comprises the steps of:
(1) content delivering apparatus updates hot information and distributes WiFi；
(2) user for having intention to receive hot information on train accesses WiFi in such a way that phone number is verified, at the same time
The information labels interested to oneself are selected, then the interest tags of content delivering apparatus record accessing user；It is browsed in user
The label of information interested to user is predicted according to machine learning method during information, and is added to the interest mark of user
Label；
(3) content delivering apparatus identifies different train users according to different telephone numbers；
(4) information that content delivering apparatus clicks behavior according to user and user interest Tag Estimation user is most interested in, push
Device carries out hot information multicast by means of enhanced multimedia broadcast multicast service or WiFi.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810027889.0A CN110035094B (en) | 2018-01-11 | 2018-01-11 | Train-mounted wireless service pushing device and distribution method based on people counting |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810027889.0A CN110035094B (en) | 2018-01-11 | 2018-01-11 | Train-mounted wireless service pushing device and distribution method based on people counting |
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| Publication Number | Publication Date |
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| CN110035094A true CN110035094A (en) | 2019-07-19 |
| CN110035094B CN110035094B (en) | 2021-02-02 |
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| CN201810027889.0A Active CN110035094B (en) | 2018-01-11 | 2018-01-11 | Train-mounted wireless service pushing device and distribution method based on people counting |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117253597A (en) * | 2023-10-11 | 2023-12-19 | 南通市亿东医疗仪器有限公司 | Medical equipment integrated command vehicle and medical vehicle distribution method |
Citations (3)
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| CN102255966A (en) * | 2011-07-07 | 2011-11-23 | 苏州阔地网络科技有限公司 | Message pushing method and instant communication server |
| CN104899303A (en) * | 2015-06-10 | 2015-09-09 | 杭州祥声通讯股份有限公司 | Cloud big data analysis system applied to rail transportation means |
| CN105072172A (en) * | 2015-07-31 | 2015-11-18 | 网宿科技股份有限公司 | Content delivery network based hot spot statistic and pushing method and system |
-
2018
- 2018-01-11 CN CN201810027889.0A patent/CN110035094B/en active Active
Patent Citations (3)
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| CN102255966A (en) * | 2011-07-07 | 2011-11-23 | 苏州阔地网络科技有限公司 | Message pushing method and instant communication server |
| CN104899303A (en) * | 2015-06-10 | 2015-09-09 | 杭州祥声通讯股份有限公司 | Cloud big data analysis system applied to rail transportation means |
| CN105072172A (en) * | 2015-07-31 | 2015-11-18 | 网宿科技股份有限公司 | Content delivery network based hot spot statistic and pushing method and system |
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| BING LI 等: "On Services Pushing and Caching in High-speed Train by Using Converged Broadcasting and Cellular Networks", 《IEEE》 * |
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| CN117253597A (en) * | 2023-10-11 | 2023-12-19 | 南通市亿东医疗仪器有限公司 | Medical equipment integrated command vehicle and medical vehicle distribution method |
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| CN110035094B (en) | 2021-02-02 |
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