KR20160078469A - 라디오 열 지도의 파라미터들을 학습하기 위한 모바일 디바이스의 활용 - Google Patents

라디오 열 지도의 파라미터들을 학습하기 위한 모바일 디바이스의 활용 Download PDF

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Publication number
KR20160078469A
KR20160078469A KR1020167014274A KR20167014274A KR20160078469A KR 20160078469 A KR20160078469 A KR 20160078469A KR 1020167014274 A KR1020167014274 A KR 1020167014274A KR 20167014274 A KR20167014274 A KR 20167014274A KR 20160078469 A KR20160078469 A KR 20160078469A
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KR
South Korea
Prior art keywords
parameters
radio
mobile device
transmitters
estimated
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.)
Withdrawn
Application number
KR1020167014274A
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English (en)
Korean (ko)
Inventor
스리니바스 에스. 쿠데카르
시릴 메쏜
라비 파란키
토마스 조셉 리차드슨
Original Assignee
퀄컴 인코포레이티드
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 퀄컴 인코포레이티드 filed Critical 퀄컴 인코포레이티드
Publication of KR20160078469A publication Critical patent/KR20160078469A/ko
Withdrawn legal-status Critical Current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
    • 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
    • G01S5/0252—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
    • G01S5/0278—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
    • H04W4/043—
    • 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)
KR1020167014274A 2013-10-30 2014-10-27 라디오 열 지도의 파라미터들을 학습하기 위한 모바일 디바이스의 활용 Withdrawn KR20160078469A (ko)

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 (1)

Publication Number Publication Date
KR20160078469A true KR20160078469A (ko) 2016-07-04

Family

ID=52014340

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020167014274A Withdrawn KR20160078469A (ko) 2013-10-30 2014-10-27 라디오 열 지도의 파라미터들을 학습하기 위한 모바일 디바이스의 활용

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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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
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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
JP2017503366A (ja) 2017-01-26
US20150119068A1 (en) 2015-04-30
WO2015065857A1 (en) 2015-05-07
US9664773B2 (en) 2017-05-30

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Legal Events

Date Code Title Description
PA0105 International application

Patent event date: 20160527

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
PC1203 Withdrawal of no request for examination
WITN Application deemed withdrawn, e.g. because no request for examination was filed or no examination fee was paid