CN106131784A - A kind of suspicion number determines methods, devices and systems - Google Patents

A kind of suspicion number determines methods, devices and systems Download PDF

Info

Publication number
CN106131784A
CN106131784A CN201610493015.5A CN201610493015A CN106131784A CN 106131784 A CN106131784 A CN 106131784A CN 201610493015 A CN201610493015 A CN 201610493015A CN 106131784 A CN106131784 A CN 106131784A
Authority
CN
China
Prior art keywords
imsi
motion track
track
suspicion number
crime
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201610493015.5A
Other languages
Chinese (zh)
Other versions
CN106131784B (en
Inventor
李希金
王志军
朱峰
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China United Network Communications Group Co Ltd
Original Assignee
China United Network Communications Group Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China United Network Communications Group Co Ltd filed Critical China United Network Communications Group Co Ltd
Priority to CN201610493015.5A priority Critical patent/CN106131784B/en
Publication of CN106131784A publication Critical patent/CN106131784A/en
Application granted granted Critical
Publication of CN106131784B publication Critical patent/CN106131784B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M3/00Automatic or semi-automatic exchanges
    • H04M3/42Systems providing special services or facilities to subscribers
    • H04M3/42348Location-based services which utilize the location information of a target
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/029Location-based management or tracking services

Landscapes

  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Alarm Systems (AREA)

Abstract

The present invention provides a kind of suspicion number to determine methods, devices and systems, belongs to communication technical field, and it can solve the problem that whole suspects of clique's crime cannot be determined arresting by existing detecting method simultaneously.The suspicion number of the present invention determines method, including: the signaling data sent according to server, generate the motion track of each IMSI, described signaling data includes IMSI;According to the motion track of each described IMSI, generate track set, described IMSI that described track set includes having identical motion track and described identical motion track;Inquire about and whether the motion track in described track set includes suspect described position at a time;If the motion track inquired in described track set includes suspect described position at a time, determine that the described IMSI in described track set is suspicion number.

Description

A kind of suspicion number determines methods, devices and systems
Technical field
The invention belongs to communication technical field, be specifically related to a kind of suspicion number and determine methods, devices and systems.
Background technology
In society now, the crime of a lot of criminal behavior Dou Shi clique, the most several suspect's common implementings one criminal Crime is, Public Security Organs, when the case committing a crime this clique is tracked down, can only rely on the monitoring probe institute installed everywhere The monitored picture photographed determines the feature of several suspect, and arrests according to the escape routes of several suspects But this detecting method needs to spend substantial amounts of manpower, time viewing monitoring video, and this makes the detection process of case become undoubtedly Complexity, not only time-consumingly grows and tracks down inefficient.
And now, along with mobile phone popularizing in people live so that Public Security Organs arrests according to the signaling data of mobile phone Suspect is possibly realized.
Summary of the invention
It is contemplated that at least solve one of technical problem present in prior art, it is proposed that one can be to rolling into a ball The suspicion number that the suspect of partner's crime determines simultaneously determines methods, devices and systems.
Solve the technology of the present invention problem and be employed technical scheme comprise that a kind of suspicion number determines method, including:
The signaling data sent according to server, generates the motion track of each IMSI, and described signaling data includes IMSI;
According to the motion track of each described IMSI, generating track set, described track set includes having identical movement The described IMSI of track and described identical motion track;
Inquire about and whether the motion track in described track set includes suspect described position at a time;
If the motion track inquired in described track set includes suspect described position at a time, determine Going out the described IMSI in described track set is suspicion number.
Wherein, the described signaling data sent according to server, generate the motion track of each IMSI, described signaling data Include including IMSI:
Receive the signaling data that server sends;
According to longitude and latitude, the neighboring area on crime ground is divided into multiple positions block;
The setting time period after crime extracts multiple time point;
When moving according to described IMSI process position block and through the described time point of position block, generate every The motion track of individual described IMSI.
Wherein, the described setting time period after crime extracts multiple time point to include:
The setting time period after crime extracts multiple time point with the unit interval.
As another technical scheme, the present invention also provides for a kind of suspicion number and determines device, including:
First generation module, for the signaling data sent according to server, generates the motion track of each IMSI, described Signaling data includes IMSI;
Second generation module, for the motion track according to each described IMSI, generates track set, described track set Including having the described IMSI of identical motion track and described identical motion track;
For inquiring about, whether enquiry module, include in the motion track in described track set that suspect is at a time Described position;
Determine module, if including that suspect is at a time for inquiring motion track in described track set Described position, determines that the described IMSI in described track set is suspicion number.
Wherein, described first generation module includes:
Receiver module, for receiving the signaling data that server sends;
Segmentation module, is divided into multiple positions block according to longitude and latitude by the neighboring area on crime ground;
Extraction module, extracts multiple time point for the setting time period after crime;
Sub-generation module, in time moving according to described IMSI process position block and through the institute of position block State time point, generate the motion track of each described IMSI.
Wherein, when described extraction module is specifically for extracting multiple with the unit interval in the setting time period after crime Between point.
As another technical scheme, the present invention also provides for a kind of suspicion number and determines system, including:
Suspicion number described in above-mentioned any one determines device;
To described suspicion number, server, for determining that device sends signaling data.
The suspicion number of the present invention determines in methods, devices and systems, and this suspicion number determines that method includes: according to service The signaling data that device sends generates the motion track of each IMSI, generates track set according to the motion track of each IMSI, looks into Ask in the motion track in track set and whether include suspect position at a time, if the shifting inquired in track set Dynamic track includes suspect position at a time, determines that the IMSI in track set is suspicion number, due to a lot After clique's crime, several suspects run away jointly, and therefore, its escape routes is identical, and the suspicion number of the present invention is true The suspect with same motion trajectory is brought together to carry out agreeing to row by analyzing the movement locus of suspect by method of determining Look into, to determine the identity characteristic of suspect, provide the detection clue of preciousness for the crime of detection clique of Public Security Organs.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet that the suspicion number of embodiments of the invention 1 determines method;
Fig. 2 is the structural representation that the suspicion number of embodiments of the invention 2 determines device;
Fig. 3 is the structural representation that the suspicion number of embodiments of the invention 3 determines system;
Wherein, reference is: 1, the first generation module;11, receiver module;12, segmentation module;13, extraction module; 14, sub-generation module;2, the second generation module;3, enquiry module;4, module is determined;100, suspicion number determines device;200、 Server.
Detailed description of the invention
For making those skilled in the art be more fully understood that technical scheme, below in conjunction with the accompanying drawings and specific embodiment party The present invention is described in further detail by formula.
Embodiment 1:
Refer to Fig. 1, the present embodiment provides a kind of suspicion number to determine method, including:
Step 101, the signaling data sent according to server, generate the shifting of each IMSI (international mobile subscriber identity) Dynamic track, signaling data includes IMSI.
Specifically, step 101 includes:
Step 1011, receives the signaling data that server sends.
It is understood that the positional information on crime ground is that Public Security Organs can basis with crime crime time corresponding to ground The monitoring route of crime ground periphery or other reliable informations (reporter's confession, survey report) obtain, i.e. true in Public Security Organs Recognizing the positional information on crime ground and after the crime time, suspicion number determines that device can receive server according to crime ground The signaling data that positional information and crime time send.Wherein, signaling data includes IMSI.
Step 1012, is divided into multiple positions block according to longitude and latitude by the neighboring area on crime ground.It is understood that Public Security Organs is analyzed for convenience, according to longitude and latitude, the neighboring area on crime ground is divided into multiple positions block.Preferably Ground, gives a size of position block identical.Determine position block for convenience, each position block can be marked, example As represented position block, respectively S with S1、S2、S3...Sn.Certainly, if the area of each position block is bigger, it is also possible to the most right Each position block is split, and forms less sub-block and is marked sub-block, not repeating them here.
Step 1013, extracts multiple time point the setting time period after crime.
Specifically, the setting time period after crime extracts multiple time point with the unit interval.
Such as, with t0As crime time, tnAs the terminal of setting time period, at t0~tnBetween carry with the unit interval Take out multiple time point, and be respectively labeled as t1、t2、t3....It is understood that the unit interval can be a few minutes, it is possible to To be several hours, can be configured according to practical situation, not repeat them here.
Step 1014, when moving according to IMSI process position block and through the time point of position block, generate The motion track of each IMSI.
It should be noted that the motion track of each IMSI includes that this IMSI puts location block sometime, Can present with aggregate form, such as, IMSI1Motion track be { t0S1, t1S2, t2S3..}, it represents IMSI1At t0 Moment is positioned at position block S1, at t1Moment is positioned at position block S2, at t2Moment is positioned at position block S3, by that analogy, at this Repeat no more.It is understood that when moving according to each IMSI process position block and through position block time Between point, a motion track corresponding with this IMSI can be generated.
Step 102, according to the motion track of each IMSI, generates track set, and track set includes having identical movement The IMSI of track and identical motion track.
It is to say, the IMSI with identical motion track is collected in same track set.Such as, IMSI1Shifting Dynamic track is { t0S1, t1S2, t2S3..}, IMSI2Motion track be { t0S3, t1S4, t2S5..}, IMSI3Motion track be {t0S1, t1S2, t2S3..}, IMSI4Motion track be { t0S1, t1S2, t2S3..}, IMSI5Motion track be { t0S3, t1S4, t2S5..}, then, it can be seen that IMSI1、IMSI3And IMSI4There is identical motion track, IMSI2And IMSI5Tool There is identical motion track, then generate track set A={IMSI1, IMSI3, IMSI4And track set B={IMSI2, IMSI5}。
It is understood that if a certain IMSI does not have the IMSI of identical motion track with it, then this IMSI is left out, The investigation object of negative crime suspect.
Whether step 103, include suspect position at a time in the motion track in inquiry track set.If rail Motion track in trace set includes suspect position at a time, then performing step 104;In track set if not Do not include suspect position at a time in motion track, then flow process terminates.
Step 104, determines that the IMSI in track set is suspicion number.
It is understood that owing to, in life now, various monitoring devices have spread all in our daily life, therefore, During the runing away of suspect, the probe that will necessarily be monitored photographed some escape routes, hence, it can be determined that crime is disliked Doubtful people at a time location block (hereinafter referred to as tracing point), such that it is able to look in multiple track set Ask, to judge whether the motion track corresponding for IMSI in track set including, suspect is in this moment location Block.Certainly, if a certain track set does not exist the tracing point of suspect, then this track set is got rid of.
Such as, it has been determined that suspect is at t1Moment is positioned at position block S2, i.e. t1S2, then can be in all track set Middle inquiry, by inquiry, the motion track corresponding for IMSI in track set A includes t1S2, in track set B The motion track that IMSI is corresponding does not include t1S2, at this point it is possible to the IMSI determined in track set A is suspicion number, and The crime suspicion of IMSI in track set B can be got rid of.
If it should be noted that multiple track set all including t1S2, then need to investigate further, certainly, if Multiple tracing points, more than one, can be carried out in multiple track set by the tracing point of runing away of the suspect determined simultaneously Inquiry, to increase investigation precision.
The suspicion number of the present embodiment determines method, including: generate each IMSI according to the signaling data that server sends Motion track, generate track set according to the motion track of each IMSI, in the motion track in inquiry track set whether Including suspect position at a time, if the motion track inquired in track set includes that suspect is at a time Position, determine that the IMSI in track set is suspicion number, due to a lot of cliques commit a crime after, several suspects are common Runing away, therefore, its escape routes is identical, and this suspicion number determines that method will have by analyzing the movement locus of suspect The suspect of same motion trajectory brings together and carries out agreeing to investigation, to determine the identity characteristic of suspect, for public security The crime of detection clique of office provides the detection clue of preciousness.
Embodiment 2:
Refer to Fig. 2, the present embodiment provides a kind of suspicion number to determine device, including: the first generation module 1, second is raw Become module 2, enquiry module 3 and determine module 4.Wherein, the first generation module 1 includes receiver module 11, segmentation module 12, extracts Module 13 and sub-generation module 14.
First generation module 1, for the signaling data sent according to server, generates the motion track of each IMSI, signaling Packet including IMS I.
Second generation module 2, for the motion track according to each IMSI, generates track set, and track set includes having The IMSI of identical motion track and identical motion track.
Enquiry module 3 is for inquiring about whether include suspect position at a time in the motion track in track set Put.
If determining, module 4 includes suspect position at a time for inquiring the motion track in track set Put, determine that the IMSI in track set is suspicion number.
Wherein, the first generation module 1 includes:
Receiver module 11 is for receiving the signaling data that server sends.
The neighboring area on crime ground is divided into multiple positions block according to longitude and latitude by segmentation module 12.
Extraction module 13 extracts multiple time point for the setting time period after crime.
Sub-generation module 14 in time moving according to IMSI process position block and through time of position block Point, generates the motion track of each IMSI.
Wherein, extraction module 13 is specifically for extracting multiple time with the unit interval in the setting time period after crime Point.
The suspicion number of the present embodiment determines that device determines method for the suspicion number realizing embodiment 1, describes in detail The suspicion number that can refer to embodiment 1 determines method, does not repeats them here.
The suspicion number of the present embodiment determines device, and the signaling data sent according to server generates the movement of each IMSI Whether track, generate track set according to the motion track of each IMSI, include disliking in the motion track in inquiry track set Doubtful people position at a time, if the motion track inquired in track set includes suspect position at a time Putting, determine that the IMSI in track set is suspicion number, after committing a crime due to a lot of cliques, several suspects escape jointly Running, therefore, its escape routes is identical, and this suspicion number determines that device will have phase by analyzing the movement locus of suspect Bring together with the suspect of movement locus and carry out agreeing to investigation, to determine the identity characteristic of suspect, for public security machine Close the crime of detection clique and provide the detection clue of preciousness.
Embodiment 3:
Refer to Fig. 3, the present embodiment provides a kind of suspicion number to determine system, including: the suspicion number of embodiment 2 determines Device 100 and server 200.
To suspicion number, server 200 is for determining that device 100 sends signaling data.
The suspicion number of the present embodiment determines that system determines device for the suspicion number realizing embodiment 2, describes in detail The suspicion number that can refer to embodiment 2 determines device, does not repeats them here.
The suspicion number of the present embodiment determines system, and the signaling data sent according to server generates the movement of each IMSI Whether track, generate track set according to the motion track of each IMSI, include disliking in the motion track in inquiry track set Doubtful people position at a time, if the motion track inquired in track set includes suspect position at a time Putting, determine that the IMSI in track set is suspicion number, after committing a crime due to a lot of cliques, several suspects escape jointly Running, therefore, its escape routes is identical, and this suspicion number determines that system will have phase by analyzing the movement locus of suspect Bring together with the suspect of movement locus and carry out agreeing to investigation, to determine the identity characteristic of suspect, for public security machine Close the crime of detection clique and provide the detection clue of preciousness.
It is understood that the principle that is intended to be merely illustrative of the present of embodiment of above and the exemplary enforcement that uses Mode, but the invention is not limited in this.For those skilled in the art, in the essence without departing from the present invention In the case of god and essence, can make various modification and improvement, these modification and improvement are also considered as protection scope of the present invention.

Claims (7)

1. a suspicion number determines method, it is characterised in that including:
The signaling data sent according to server, generates the motion track of each IMSI, and described signaling data includes IMSI;
According to the motion track of each described IMSI, generating track set, described track set includes having identical motion track Described IMSI and described identical motion track;
Inquire about and whether the motion track in described track set includes suspect described position at a time;
If the motion track inquired in described track set includes suspect described position at a time, determine institute Stating the described IMSI in track set is suspicion number.
Suspicion number the most according to claim 1 determines method, it is characterised in that the described signaling sent according to server Data, generate the motion track of each IMSI, and described signaling data includes that IMSI includes:
Receive the signaling data that server sends;
According to longitude and latitude, the neighboring area on crime ground is divided into multiple positions block;
The setting time period after crime extracts multiple time point;
When moving according to described IMSI process position block and through the described time point of position block, generate each institute State the motion track of IMSI.
Suspicion number the most according to claim 1 determines method, it is characterised in that the described setting time period after crime In extract multiple time point and include:
The setting time period after crime extracts multiple time point with the unit interval.
4. a suspicion number determines device, it is characterised in that including:
First generation module, for the signaling data sent according to server, generates the motion track of each IMSI, described signaling Packet including IMS I;
Second generation module, for the motion track according to each described IMSI, generates track set, and described track set includes There is the described IMSI of identical motion track and described identical motion track;
Whether enquiry module, include suspect at a time described for inquiring about in the motion track in described track set Position;
Determine module, if including suspect at a time described for inquiring the motion track in described track set Position, determines that the described IMSI in described track set is suspicion number.
Suspicion number the most according to claim 4 determines device, it is characterised in that described first generation module includes:
Receiver module, for receiving the signaling data that server sends;
Segmentation module, is divided into multiple positions block according to longitude and latitude by the neighboring area on crime ground;
Extraction module, extracts multiple time point for the setting time period after crime;
Sub-generation module, in time moving according to described IMSI process position block and when position block described Between point, generate the motion track of each described IMSI.
Suspicion number the most according to claim 4 determines device, it is characterised in that described extraction module is specifically for from case The setting time period after Faing extracts multiple time point with the unit interval.
7. a suspicion number determines system, it is characterised in that including:
Suspicion number described in claim 4 to 6 any one determines device;
To described suspicion number, server, for determining that device sends signaling data.
CN201610493015.5A 2016-06-28 2016-06-28 A kind of suspicion number determines methods, devices and systems Active CN106131784B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610493015.5A CN106131784B (en) 2016-06-28 2016-06-28 A kind of suspicion number determines methods, devices and systems

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610493015.5A CN106131784B (en) 2016-06-28 2016-06-28 A kind of suspicion number determines methods, devices and systems

Publications (2)

Publication Number Publication Date
CN106131784A true CN106131784A (en) 2016-11-16
CN106131784B CN106131784B (en) 2019-11-15

Family

ID=57285255

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610493015.5A Active CN106131784B (en) 2016-06-28 2016-06-28 A kind of suspicion number determines methods, devices and systems

Country Status (1)

Country Link
CN (1) CN106131784B (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108810803A (en) * 2018-06-12 2018-11-13 中国联合网络通信集团有限公司 Find the method and system of lost contact user
CN109041044A (en) * 2018-08-20 2018-12-18 中国联合网络通信集团有限公司 Technology methods of investigation and technology Reconnaissance system
CN109151733A (en) * 2018-08-03 2019-01-04 中国联合网络通信集团有限公司 A kind of localization method and device of suspect
CN110175217A (en) * 2019-05-16 2019-08-27 武汉数矿科技股份有限公司 It is a kind of for determining the perception data analysis method and device of suspect
CN110213723A (en) * 2019-05-16 2019-09-06 武汉数矿科技股份有限公司 A kind of method and apparatus quickly determining suspect according to track
CN110557722A (en) * 2019-07-30 2019-12-10 深圳市天彦通信股份有限公司 target group partner identification method and related device
CN110933605A (en) * 2019-11-26 2020-03-27 武汉虹旭信息技术有限责任公司 Excavation method and device for moving target
CN111050293A (en) * 2019-12-23 2020-04-21 北京明略软件***有限公司 Data processing method and device and electronic equipment
CN111090681A (en) * 2019-11-12 2020-05-01 高新兴科技集团股份有限公司 Group mining method, device, equipment and storage medium
CN111612430A (en) * 2020-05-26 2020-09-01 中国联合网络通信集团有限公司 Close user determination method and device

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103237201A (en) * 2013-04-28 2013-08-07 江苏物联网研究发展中心 Case video studying and judging method based on social annotation
CN103716878A (en) * 2013-12-12 2014-04-09 深圳先进技术研究院 Method for locating with the use of mobile phone and video monitoring equipment
CN103914532A (en) * 2014-03-31 2014-07-09 安徽新华博信息技术股份有限公司 Analyzing method for automatically troubleshooting suspects
CN104968048A (en) * 2015-06-29 2015-10-07 华南理工大学 Target person tracking method combining mobile network recording and video monitoring data
CN105323713A (en) * 2014-06-20 2016-02-10 中兴通讯股份有限公司 Technical investigation method and system based on passive positioning

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103237201A (en) * 2013-04-28 2013-08-07 江苏物联网研究发展中心 Case video studying and judging method based on social annotation
CN103716878A (en) * 2013-12-12 2014-04-09 深圳先进技术研究院 Method for locating with the use of mobile phone and video monitoring equipment
CN103914532A (en) * 2014-03-31 2014-07-09 安徽新华博信息技术股份有限公司 Analyzing method for automatically troubleshooting suspects
CN105323713A (en) * 2014-06-20 2016-02-10 中兴通讯股份有限公司 Technical investigation method and system based on passive positioning
CN104968048A (en) * 2015-06-29 2015-10-07 华南理工大学 Target person tracking method combining mobile network recording and video monitoring data

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108810803A (en) * 2018-06-12 2018-11-13 中国联合网络通信集团有限公司 Find the method and system of lost contact user
CN109151733B (en) * 2018-08-03 2020-10-23 中国联合网络通信集团有限公司 Criminal suspect positioning method and device
CN109151733A (en) * 2018-08-03 2019-01-04 中国联合网络通信集团有限公司 A kind of localization method and device of suspect
CN109041044A (en) * 2018-08-20 2018-12-18 中国联合网络通信集团有限公司 Technology methods of investigation and technology Reconnaissance system
CN110175217A (en) * 2019-05-16 2019-08-27 武汉数矿科技股份有限公司 It is a kind of for determining the perception data analysis method and device of suspect
CN110213723A (en) * 2019-05-16 2019-09-06 武汉数矿科技股份有限公司 A kind of method and apparatus quickly determining suspect according to track
CN110557722A (en) * 2019-07-30 2019-12-10 深圳市天彦通信股份有限公司 target group partner identification method and related device
CN110557722B (en) * 2019-07-30 2020-12-29 深圳市天彦通信股份有限公司 Target group partner identification method and related device
CN111090681B (en) * 2019-11-12 2023-08-15 高新兴科技集团股份有限公司 Method, device, equipment and storage medium for group excavation
CN111090681A (en) * 2019-11-12 2020-05-01 高新兴科技集团股份有限公司 Group mining method, device, equipment and storage medium
CN110933605A (en) * 2019-11-26 2020-03-27 武汉虹旭信息技术有限责任公司 Excavation method and device for moving target
CN110933605B (en) * 2019-11-26 2021-09-28 武汉虹旭信息技术有限责任公司 Excavation method and device for moving target
CN111050293A (en) * 2019-12-23 2020-04-21 北京明略软件***有限公司 Data processing method and device and electronic equipment
CN111612430A (en) * 2020-05-26 2020-09-01 中国联合网络通信集团有限公司 Close user determination method and device

Also Published As

Publication number Publication date
CN106131784B (en) 2019-11-15

Similar Documents

Publication Publication Date Title
CN106131784A (en) A kind of suspicion number determines methods, devices and systems
CN107909025B (en) Person identification and tracking method and system based on video and wireless monitoring
CN110191424B (en) Specific suspect track generation method and apparatus
US9247216B2 (en) Systems and methods for video- and position-based identification
US10134262B2 (en) System and method for prediction of threatened points of interest
CN103716878A (en) Method for locating with the use of mobile phone and video monitoring equipment
CN108540751A (en) Monitoring method, apparatus and system based on video and electronic device identification
CN109618286B (en) Real-time monitoring system and method
CN108924759B (en) Method, device and system for identifying mobile generator
US9179259B2 (en) Recognizing unknown actors based on wireless behavior
CN106102001A (en) The screening technique of suspected crime mobile terminal and system
CN206272770U (en) A kind of vehicle and face bayonet system
CN111277788B (en) Monitoring method and monitoring system based on MAC address
CN108540750A (en) Based on monitor video and the associated method, apparatus of electronic device identification and system
CN106326240A (en) An object moving path identifying method and system
CN108595606A (en) Public security case space-time analysis method and device based on carrier data
CN104317918A (en) Composite big-data GIS (geographic information system) based abnormal behavior analysis and alarm system
CN108540756A (en) Recognition methods, apparatus and system based on video and electronic device identification
CN108540757B (en) Monitoring system and monitoring method
Fuxjaeger et al. Towards privacy-preserving wi-fi monitoring for road traffic analysis
CN106102082B (en) A kind of suspicion number determines method, apparatus, system
CN109151733B (en) Criminal suspect positioning method and device
US20120220271A1 (en) System and method for selective monitoring of mobile communication terminals based on speech key-phrases
US20180234323A1 (en) Determining attributes using captured network probe data in a wireless communications system
US9237424B2 (en) System and method for correlation of mobile communication terminals and individuals at control checkpoints

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant