CN109644320A - 一种使用wi-fi探针检测公共场所人流量的方法 - Google Patents
一种使用wi-fi探针检测公共场所人流量的方法 Download PDFInfo
- Publication number
- CN109644320A CN109644320A CN201780033645.7A CN201780033645A CN109644320A CN 109644320 A CN109644320 A CN 109644320A CN 201780033645 A CN201780033645 A CN 201780033645A CN 109644320 A CN109644320 A CN 109644320A
- Authority
- CN
- China
- Prior art keywords
- probe
- data
- people
- detection
- flow
- 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
Links
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/0278—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves involving statistical or probabilistic considerations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06M—COUNTING MECHANISMS; COUNTING OF OBJECTS NOT OTHERWISE PROVIDED FOR
- G06M11/00—Counting of objects distributed at random, e.g. on a surface
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/023—Services making use of location information using mutual or relative location information between multiple location based services [LBS] targets or of distance thresholds
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/02—Hierarchically pre-organised networks, e.g. paging networks, cellular networks, WLAN [Wireless Local Area Network] or WLL [Wireless Local Loop]
- H04W84/10—Small scale networks; Flat hierarchical networks
- H04W84/12—WLAN [Wireless Local Area Networks]
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Theoretical Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Multimedia (AREA)
- Probability & Statistics with Applications (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Health & Medical Sciences (AREA)
- Psychiatry (AREA)
- Social Psychology (AREA)
- Human Computer Interaction (AREA)
- Traffic Control Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
一种使用WIFI探针检测公共场所内人流量的方法,通过比较WIFI探针的检索面积与公共场所各功能区域的面积,给出不同的探针布设方案,完成对移动设备MAC层信息的采集,并对检测结果进行多方面分析,得到行人在公共场所内的轨迹信息。
Description
PCT国内申请,说明书已公开。
Claims (1)
- PCT国内申请,权利要求书已公开。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/IB2016/058108 WO2018122588A1 (zh) | 2016-12-30 | 2016-12-30 | 一种使用wi-fi探针检测行人流量的方法 |
IBPCT/IB2016/058108 | 2016-12-30 | ||
PCT/IB2017/058547 WO2018122817A1 (zh) | 2016-12-30 | 2017-12-30 | 一种使用wi-fi探针检测公共场所人流量的方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN109644320A true CN109644320A (zh) | 2019-04-16 |
CN109644320B CN109644320B (zh) | 2020-12-11 |
Family
ID=59713469
Family Applications (4)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201680086285.2A Active CN109716358B (zh) | 2016-12-30 | 2016-12-30 | 一种使用wi-fi探针检测行人流量的方法 |
CN201780033645.7A Active CN109644320B (zh) | 2016-12-30 | 2017-12-30 | 一种使用wi-fi探针检测公共场所人流量的方法 |
CN201780033657.XA Active CN109479206B (zh) | 2016-12-30 | 2017-12-30 | 一种使用wi-fi探针检测道路行人流量的方法 |
CN201780033651.2A Active CN109644360B (zh) | 2016-12-30 | 2017-12-30 | 一种使用wi-fi探针判别行人流向的方法 |
Family Applications Before (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201680086285.2A Active CN109716358B (zh) | 2016-12-30 | 2016-12-30 | 一种使用wi-fi探针检测行人流量的方法 |
Family Applications After (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201780033657.XA Active CN109479206B (zh) | 2016-12-30 | 2017-12-30 | 一种使用wi-fi探针检测道路行人流量的方法 |
CN201780033651.2A Active CN109644360B (zh) | 2016-12-30 | 2017-12-30 | 一种使用wi-fi探针判别行人流向的方法 |
Country Status (3)
Country | Link |
---|---|
CN (4) | CN109716358B (zh) |
GB (4) | GB201711411D0 (zh) |
WO (4) | WO2018122588A1 (zh) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110113778A (zh) * | 2019-04-30 | 2019-08-09 | 清华大学 | 基于数据驱动的高速公路服务区扩建规模测算方法及系统 |
CN110493816A (zh) * | 2019-08-21 | 2019-11-22 | 上海工程技术大学 | 一种用于轨交地铁车站客流量的实时预测方法 |
CN110879975A (zh) * | 2019-11-06 | 2020-03-13 | 杭州宇泛智能科技有限公司 | 人员流量检测方法、装置及电子设备 |
CN113068215A (zh) * | 2021-03-12 | 2021-07-02 | 华扬联众数字技术(深圳)有限公司 | 一种基于权重与过滤的多WiFi探针MAC地址的动线算法 |
Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107124476B (zh) * | 2017-07-04 | 2020-04-10 | 百度在线网络技术(北京)有限公司 | 信息推送方法和装置 |
CN109362041B (zh) * | 2018-12-18 | 2021-06-04 | 成都方未科技有限公司 | 一种基于大数据的人口时空分布分析方法 |
CN112235430B (zh) * | 2019-06-28 | 2023-12-05 | 北京奇虎科技有限公司 | 阻碍收集有效信息的方法和装置、电子设备 |
CN110598154B (zh) * | 2019-09-16 | 2023-04-07 | 新疆银狐数据科技有限公司 | 一种基于融合多渠道数据的旅游综合统计大数据系统 |
CN111476611B (zh) * | 2020-04-17 | 2022-05-17 | 支付宝(杭州)信息技术有限公司 | 基于传感器的数据处理方法以及装置 |
CN112502781B (zh) * | 2020-11-24 | 2022-10-25 | 海洋王照明科技股份有限公司 | 一种矿井人员监控方法、装置、服务器及存储介质 |
CN115131964B (zh) * | 2022-06-23 | 2024-02-20 | 重庆交通大学 | 隧道车流量感知系统 |
CN116887339B (zh) * | 2023-09-07 | 2023-11-28 | 深圳中科爱讯科技有限公司 | 一种基于WiFi探针的实时客流统计系统及方法 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8780968B1 (en) * | 2013-03-15 | 2014-07-15 | DGS Global Systems, Inc. | Systems, methods, and devices for electronic spectrum management |
CN105163277A (zh) * | 2015-08-10 | 2015-12-16 | 上海网罗电子科技有限公司 | 一种基于位置信息的大数据任务的管理系统及方法 |
CN105160321A (zh) * | 2015-09-05 | 2015-12-16 | 深圳市飞思未来云媒体科技有限公司 | 一种基于视觉与无线定位的移动终端身份确认方法 |
Family Cites Families (24)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8254395B2 (en) * | 2005-11-03 | 2012-08-28 | International Business Machines Corporation | Computer-implemented method, system, and program product for tracking a location of a user of a wireless device in a private network environment |
US8942112B2 (en) * | 2008-02-15 | 2015-01-27 | Cisco Technology, Inc. | System and method for providing selective mobility invocation in a network environment |
CN201340272Y (zh) * | 2008-09-02 | 2009-11-04 | 上海领美实业有限公司 | 公共场所人流智能管理与服务系统 |
CN101668244A (zh) * | 2008-09-02 | 2010-03-10 | 上海领美实业有限公司 | 公共场所人流智能管理与服务系统及其方法 |
US10304069B2 (en) * | 2009-07-29 | 2019-05-28 | Shopkick, Inc. | Method and system for presentment and redemption of personalized discounts |
CN102104771B (zh) * | 2010-12-14 | 2012-12-12 | 浙江工业大学 | 基于无线监控的多路通道人流量监测系统 |
KR101046421B1 (ko) * | 2011-02-09 | 2011-07-04 | (주)멀린 | 위치정보 획득방법 및 시스템 |
CN102625331A (zh) * | 2011-06-14 | 2012-08-01 | 北京小米科技有限责任公司 | 一种移动终端数据流量的监控方法和装置 |
CN202773078U (zh) * | 2011-07-30 | 2013-03-06 | 孙佰松 | 一种基于无线通信的人流定位和监控系统 |
CN202528324U (zh) * | 2012-03-07 | 2012-11-14 | 南安市正冠机械有限公司 | 一种柱形石材加工装置 |
CN102737336A (zh) * | 2012-04-12 | 2012-10-17 | 林华龙 | 基于移动装置来了解客流量及其行为的方法与管理系统 |
KR20150006110A (ko) * | 2013-07-08 | 2015-01-16 | 용현중 | 출퇴근 체크 앱 서비스 시스템 및 방법 |
CN103473840B (zh) * | 2013-09-23 | 2016-03-16 | 沈阳天目科技有限公司 | 基于无线网络的具有人员区分功能的客流计数系统及方法 |
CN104361658B (zh) * | 2014-09-30 | 2017-05-31 | 北京锐安科技有限公司 | 一种区域内各场所人口信息的检测方法和装置 |
CN104540168B (zh) * | 2014-12-30 | 2018-05-11 | 杭州华为数字技术有限公司 | 一种测量人群拥挤度的方法、装置与系统 |
CN105049422B (zh) * | 2015-06-25 | 2018-04-13 | 迪爱斯信息技术股份有限公司 | 一种wifi探测识别设备、系统以及wifi探测识别方法 |
CN105187240A (zh) * | 2015-08-19 | 2015-12-23 | 广东中兴新支点技术有限公司 | 一种人流量检测方法及其装置 |
CN205283824U (zh) * | 2015-11-24 | 2016-06-01 | 如东信息技术服务(上海)有限公司 | 一种基于wifi的机场人流预警系统 |
CN105869388B (zh) * | 2016-05-31 | 2018-09-04 | 苏州朗捷通智能科技有限公司 | 一种公交客流数据采集及起讫点的分析方法及系统 |
CN106022643A (zh) * | 2016-06-06 | 2016-10-12 | 北京智旅科技有限公司 | 景区游客数据分析系统 |
CN106211067A (zh) * | 2016-06-30 | 2016-12-07 | 北京奇虎科技有限公司 | 一种基于终端的人流监控方法及装置 |
CN106251578B (zh) * | 2016-08-19 | 2019-05-07 | 深圳奇迹智慧网络有限公司 | 基于探针的人流预警分析方法和系统 |
CN106210144A (zh) * | 2016-08-22 | 2016-12-07 | 北京易游华成科技有限公司 | 人流量统计方法和设备 |
CN107360590A (zh) * | 2017-06-29 | 2017-11-17 | 上海工程技术大学 | 轨道车站局部拥堵点客流状态判定方法 |
-
2016
- 2016-12-30 CN CN201680086285.2A patent/CN109716358B/zh active Active
- 2016-12-30 WO PCT/IB2016/058108 patent/WO2018122588A1/zh active Application Filing
- 2016-12-30 GB GBGB1711411.7A patent/GB201711411D0/en not_active Ceased
-
2017
- 2017-12-30 GB GB1905910.4A patent/GB2569752B/en active Active
- 2017-12-30 WO PCT/IB2017/058547 patent/WO2018122817A1/zh active Application Filing
- 2017-12-30 WO PCT/IB2017/058546 patent/WO2018122816A1/zh active Application Filing
- 2017-12-30 GB GBGB1909415.0A patent/GB201909415D0/en not_active Ceased
- 2017-12-30 CN CN201780033645.7A patent/CN109644320B/zh active Active
- 2017-12-30 CN CN201780033657.XA patent/CN109479206B/zh active Active
- 2017-12-30 CN CN201780033651.2A patent/CN109644360B/zh active Active
- 2017-12-30 GB GBGB1909414.3A patent/GB201909414D0/en not_active Ceased
- 2017-12-30 WO PCT/IB2017/058545 patent/WO2018122815A1/zh active Application Filing
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8780968B1 (en) * | 2013-03-15 | 2014-07-15 | DGS Global Systems, Inc. | Systems, methods, and devices for electronic spectrum management |
CN105163277A (zh) * | 2015-08-10 | 2015-12-16 | 上海网罗电子科技有限公司 | 一种基于位置信息的大数据任务的管理系统及方法 |
CN105160321A (zh) * | 2015-09-05 | 2015-12-16 | 深圳市飞思未来云媒体科技有限公司 | 一种基于视觉与无线定位的移动终端身份确认方法 |
Non-Patent Citations (1)
Title |
---|
赵飞飞等: "基于Wi-Fi设备的区域人员密度检测概率研究", 《计算机应用》 * |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110113778A (zh) * | 2019-04-30 | 2019-08-09 | 清华大学 | 基于数据驱动的高速公路服务区扩建规模测算方法及系统 |
CN110493816A (zh) * | 2019-08-21 | 2019-11-22 | 上海工程技术大学 | 一种用于轨交地铁车站客流量的实时预测方法 |
CN110879975A (zh) * | 2019-11-06 | 2020-03-13 | 杭州宇泛智能科技有限公司 | 人员流量检测方法、装置及电子设备 |
CN110879975B (zh) * | 2019-11-06 | 2022-06-17 | 杭州宇泛智能科技有限公司 | 人员流量检测方法、装置及电子设备 |
CN113068215A (zh) * | 2021-03-12 | 2021-07-02 | 华扬联众数字技术(深圳)有限公司 | 一种基于权重与过滤的多WiFi探针MAC地址的动线算法 |
CN113068215B (zh) * | 2021-03-12 | 2022-01-11 | 华扬联众数字技术(深圳)有限公司 | 一种基于权重与过滤的多WiFi探针MAC地址的动线算法 |
Also Published As
Publication number | Publication date |
---|---|
CN109716358B (zh) | 2023-06-06 |
WO2018122816A1 (zh) | 2018-07-05 |
CN109644320B (zh) | 2020-12-11 |
CN109716358A (zh) | 2019-05-03 |
CN109644360B (zh) | 2021-12-17 |
CN109479206A (zh) | 2019-03-15 |
CN109479206B (zh) | 2021-12-17 |
GB201711411D0 (en) | 2017-08-30 |
WO2018122588A1 (zh) | 2018-07-05 |
GB201905910D0 (en) | 2019-06-12 |
GB201909415D0 (en) | 2019-08-14 |
WO2018122817A1 (zh) | 2018-07-05 |
WO2018122815A1 (zh) | 2018-07-05 |
GB2569752B (en) | 2020-05-20 |
GB2569752A (en) | 2019-06-26 |
CN109644360A (zh) | 2019-04-16 |
GB201909414D0 (en) | 2019-08-14 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN109644320A (zh) | 一种使用wi-fi探针检测公共场所人流量的方法 | |
Kwong et al. | Arterial travel time estimation based on vehicle re-identification using wireless magnetic sensors | |
WO2020253308A1 (zh) | 矿井下皮带运输人员人机交互行为安全监控与预警方法 | |
CN103985250B (zh) | 轻量级的全息道路交通状态视觉检测装置 | |
CN103456172B (zh) | 一种基于视频的交通参数测量方法 | |
CN104809879B (zh) | 基于动态贝叶斯网络的高速公路路段交通状态估计方法 | |
CN108460497A (zh) | 一种机场候机楼排队信息提示方法 | |
CN106652483A (zh) | 利用检测设备在区域公路网布设交通信息检测点的方法 | |
CN108710827B (zh) | 一种社区微警务巡查和信息自动分析系统及方法 | |
CN105513362B (zh) | 一种公交站台毗邻区公交车运行状态评价验证方法 | |
US11798414B2 (en) | Vehicle flow monitoring system | |
CN103942865B (zh) | 基于超声传感器的地铁防逃票系统及其设计方法 | |
CN106846297A (zh) | 基于激光雷达的行人流量检测系统及方法 | |
CN101425128A (zh) | 基于激光传感器深度图像的人流检测方法 | |
CN113361825A (zh) | 一种踩踏事故早期预警方法及系统 | |
CN104077571B (zh) | 一种采用单类序列化模型的人群异常行为检测方法 | |
CN104794896B (zh) | 基于升降式限高架的高架桥拥堵空间热点自动提取方法 | |
CN111476932A (zh) | 智慧立体视觉测温检票系统 | |
CN105489010B (zh) | 一种快速道路行程时间可靠度监测分析系统及方法 | |
CN110673191B (zh) | 通道式放射源定位系统及方法 | |
CN108875701A (zh) | 一种进出门人数自动统计方法 | |
CN105488455B (zh) | 一种基于激光测距的客流统计方法及装置 | |
CN103730011A (zh) | 一种基于激光器的车型识别检测方法及系统 | |
Dalkic et al. | A self-policing smart parking solution | |
CN109447042A (zh) | 基于立体视觉技术实现置顶式客流监控处理的系统及方法 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |