JP2017503366A - 無線ヒートマップのパラメータを学習するためにモバイルデバイスを利用すること - Google Patents

無線ヒートマップのパラメータを学習するためにモバイルデバイスを利用すること Download PDF

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Publication number
JP2017503366A
JP2017503366A JP2016526335A JP2016526335A JP2017503366A JP 2017503366 A JP2017503366 A JP 2017503366A JP 2016526335 A JP2016526335 A JP 2016526335A JP 2016526335 A JP2016526335 A JP 2016526335A JP 2017503366 A JP2017503366 A JP 2017503366A
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JP
Japan
Prior art keywords
mobile device
location
wireless
estimated
parameter
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Pending
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JP2016526335A
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English (en)
Japanese (ja)
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JP2017503366A5 (enExample
Inventor
クデカー、シュリニバス・エス．
メーズソン、シリル
パランキ、ラビ
リチャードソン、トーマス・ジョセフ
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Qualcomm Inc
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Qualcomm Inc
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Publication date
Application filed by Qualcomm Inc filed Critical Qualcomm Inc
Publication of JP2017503366A publication Critical patent/JP2017503366A/ja
Publication of JP2017503366A5 publication Critical patent/JP2017503366A5/ja
Pending legal-status Critical Current

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    • 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
    • G01S5/0252—Radio frequency fingerprinting
    • G01S5/02521—Radio frequency fingerprinting using a radio-map
    • G01S5/02524—Creating or updating the radio-map
    • G01S5/02525—Gathering the radio frequency fingerprints
    • 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
    • G01S5/0205—Details
    • G01S5/0236—Assistance data, e.g. base station almanac
    • 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
    • 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
    • H04W4/021—Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
    • 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
    • H04W4/33—Services specially adapted for particular environments, situations or purposes for indoor environments, e.g. buildings
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Probability & Statistics with Applications (AREA)
  • Position Fixing By Use Of Radio Waves (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Telephone Function (AREA)
  • Telephonic Communication Services (AREA)
JP2016526335A 2013-10-30 2014-10-27 無線ヒートマップのパラメータを学習するためにモバイルデバイスを利用すること Pending JP2017503366A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/067,847 2013-10-30
US14/067,847 US9664773B2 (en) 2013-10-30 2013-10-30 Utilizing a mobile device to learn parameters of a radio heat map
PCT/US2014/062307 WO2015065857A1 (en) 2013-10-30 2014-10-27 Utilizing a mobile device to learn parameters of a radio heat map

Publications (2)

Publication Number Publication Date
JP2017503366A true JP2017503366A (ja) 2017-01-26
JP2017503366A5 JP2017503366A5 (enExample) 2017-11-09

Family

ID=52014340

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2016526335A Pending JP2017503366A (ja) 2013-10-30 2014-10-27 無線ヒートマップのパラメータを学習するためにモバイルデバイスを利用すること

Country Status (6)

Country Link
US (1) US9664773B2 (enExample)
EP (1) EP3063960A1 (enExample)
JP (1) JP2017503366A (enExample)
KR (1) KR20160078469A (enExample)
CN (1) CN105659640A (enExample)
WO (1) WO2015065857A1 (enExample)

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US9326118B2 (en) * 2013-03-15 2016-04-26 Billing Services Group System and method for rating, clearing and settlement of wireless roaming and offloading
US9870425B2 (en) 2014-02-27 2018-01-16 Excalibur Ip, Llc Localized selectable location and/or time for search queries and/or search query results
CN107113559B (zh) * 2015-01-16 2020-06-26 华为技术有限公司 一种位置信息获取方法和设备
US10149268B2 (en) * 2015-06-01 2018-12-04 Brian Kaufman System and method for dynamic identification of radio frequency transmission dead zones
US20170142684A1 (en) * 2015-11-17 2017-05-18 Samsung Electronics Co., Ltd. Method and apparatus for determining position of a user equipment
EP3349031A1 (en) 2017-01-16 2018-07-18 Combain Mobile AB A method for generating an indoor environment model and a method for determining position data for a location in an indoor environment
US10278016B2 (en) * 2017-02-03 2019-04-30 Qualcomm Incorporated Systems and methods for position estimation using proximity devices
US10470074B2 (en) 2017-07-20 2019-11-05 Qualcomm Incorporated Thermal-based radio selection
FR3072181B1 (fr) * 2017-10-06 2019-11-01 Commissariat A L'energie Atomique Et Aux Energies Alternatives Procede de localisation de dispositifs mobiles dans un repere commun
JP6845790B2 (ja) * 2017-11-30 2021-03-24 株式会社東芝 位置推定装置、位置推定方法及び端末装置
DE102018107921A1 (de) 2018-04-04 2019-10-10 Osram Gmbh Betreiben einer Sendeeinrichtung in Verbindung mit einem Kommunikationsgerät
US11604287B2 (en) * 2018-08-09 2023-03-14 Apple Inc. Machine learning assisted satellite based positioning
EP3681058A1 (en) * 2019-01-08 2020-07-15 Linde GmbH Method of device location identification using signals with variable signal strength
CN109803230B (zh) * 2019-01-24 2021-03-12 北京万相融通科技股份有限公司 一种绘制车站乘车区域人员分布热力图的方法
US11064568B2 (en) * 2019-10-11 2021-07-13 Panasonic Avionics Corporation System and method for automated relative position determination of wireless access points
US11683090B1 (en) 2022-01-18 2023-06-20 T-Mobile Usa, Inc. Laser-based enhancement of signal propagation path for mobile communications
EP4515278A2 (en) * 2022-04-29 2025-03-05 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Enhanced positioning framework including support to ai/ml
CN120857073A (zh) * 2024-04-28 2025-10-28 北京三星通信技术研究有限公司 通信方法、无线接入网设备和终端设备

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Also Published As

Publication number Publication date
EP3063960A1 (en) 2016-09-07
CN105659640A (zh) 2016-06-08
KR20160078469A (ko) 2016-07-04
US20150119068A1 (en) 2015-04-30
WO2015065857A1 (en) 2015-05-07
US9664773B2 (en) 2017-05-30

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