CN109716358A - 一种使用wi-fi探针检测行人流量的方法 - Google Patents

一种使用wi-fi探针检测行人流量的方法 Download PDF

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CN109716358A
CN109716358A CN201680086285.2A CN201680086285A CN109716358A CN 109716358 A CN109716358 A CN 109716358A CN 201680086285 A CN201680086285 A CN 201680086285A CN 109716358 A CN109716358 A CN 109716358A
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data
pedestrian
flow
probe
detection
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CN109716358B (zh
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杜豫川
岳劲松
仇越
俞山川
邓富文
王晨薇
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Tongji University
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    • 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
    • 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
    • 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

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  • 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WI‑FI探针检测行人流量的方法，WI‑FI探针通过捕获移动设备的MAC地址数据，获得人流量原始数据；采用数据筛选标准对原始数据进行处理，并提供多种方法建立人流量与实际人流量之间的函数关系；使用三个探针进行检测时，给出四种空间布设方法；并结合具体布设形式，介绍了区分流量流向的数据处理方法，具有较高的行人检测率与检测精度。

Description

PCT国内申请，说明书已公开。

Claims (1)

  1. PCT国内申请，权利要求书已公开。
CN201680086285.2A 2016-12-30 2016-12-30 一种使用wi-fi探针检测行人流量的方法 Active CN109716358B (zh)

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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

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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
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
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

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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

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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
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
CN110493816B (zh) * 2019-08-21 2022-10-21 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
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
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
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
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
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

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CN115131964B (zh) * 2022-06-23 2024-02-20 重庆交通大学 隧道车流量感知系统

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CN109479206B (zh) 2021-12-17
CN109644360A (zh) 2019-04-16
GB201909414D0 (en) 2019-08-14
CN109644360B (zh) 2021-12-17
GB201711411D0 (en) 2017-08-30
WO2018122588A1 (zh) 2018-07-05
GB201905910D0 (en) 2019-06-12
CN109716358B (zh) 2023-06-06
GB201909415D0 (en) 2019-08-14
WO2018122815A1 (zh) 2018-07-05
WO2018122817A1 (zh) 2018-07-05
GB2569752B (en) 2020-05-20
GB2569752A (en) 2019-06-26
CN109644320B (zh) 2020-12-11
WO2018122816A1 (zh) 2018-07-05
CN109479206A (zh) 2019-03-15
CN109644320A (zh) 2019-04-16

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