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
Prior art date
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Pending
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JP2016526335A
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English (en)
Japanese (ja)
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JP2017503366A5 (OSRAM
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 (OSRAM) 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 (OSRAM)
EP (1) EP3063960A1 (OSRAM)
JP (1) JP2017503366A (OSRAM)
KR (1) KR20160078469A (OSRAM)
CN (1) CN105659640A (OSRAM)
WO (1) WO2015065857A1 (OSRAM)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130155102A1 (en) * 2011-12-20 2013-06-20 Honeywell International Inc. Systems and methods of accuracy mapping in a location tracking system
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
CN119110906A (zh) * 2022-04-29 2024-12-10 弗劳恩霍夫应用研究促进协会 包括对ai/ml支持的增强的定位框架
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

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120182144A1 (en) * 2011-01-19 2012-07-19 Qualcomm Incorporated Methods and apparatus for distributed learning of parameters of a fingerprint prediction map model

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6263208B1 (en) * 1999-05-28 2001-07-17 Lucent Technologies Inc. Geolocation estimation method for CDMA terminals based on pilot strength measurements
US7751829B2 (en) * 2003-09-22 2010-07-06 Fujitsu Limited Method and apparatus for location determination using mini-beacons
US20050124354A1 (en) * 2003-12-04 2005-06-09 Durgin Gregory D. Location estimation of wireless terminals using indoor radio frequency models
US7116988B2 (en) * 2004-03-16 2006-10-03 Airespace, Inc. Location of wireless nodes using signal strength weighting metric
DE112005001761T5 (de) * 2004-07-23 2007-05-24 Wireless Valley Communications, Inc., Austin System, Verfahren und Vorrichtung zum Bestimmen und Verwenden einer Position von drahtlosen Vorrichtungen oder einer Infrastruktur zur Verbesserung eines drahtlosen Netzes
WO2006105619A1 (en) 2005-04-08 2006-10-12 Seeker Wireless Pty Limited Mobile location
US8838481B2 (en) 2011-07-26 2014-09-16 Golba Llc Method and system for location based hands-free payment
US7904092B2 (en) * 2007-01-04 2011-03-08 Cisco Technology, Inc. Locally adjusted radio frequency coverage maps in wireless networks
CA2624433C (en) 2007-05-11 2012-12-18 Sky Industries Inc. A method and device for estimation of the transmission characteristics of a radio frequency system
US8787171B2 (en) 2008-04-07 2014-07-22 Wavemarket, Inc. Efficient collection of wireless transmitter characteristics
US8698671B2 (en) * 2009-10-16 2014-04-15 Qualcomm Incorporated Binning venues into categories based on propagation characteristics
US8295846B2 (en) * 2010-03-02 2012-10-23 Sony Corporation GPS-based CE device wireless access point mapping
EP2715954A4 (en) 2011-06-01 2014-09-03 Ericsson Telefon Ab L M METHOD, NODE AND SYSTEM FOR MANAGING A MOBILE NETWORK
US8526961B2 (en) * 2011-06-29 2013-09-03 Alcatel Lucent Method and apparatus for mapping operating parameter in coverage area of wireless network
WO2013021552A1 (ja) * 2011-08-05 2013-02-14 パナソニック株式会社 測位サーバ装置および測位制御方法
US8442557B2 (en) * 2011-08-23 2013-05-14 Qualcomm Incorporated Methods and apparatuses for providing expected signal data to a mobile station
US8874131B2 (en) * 2011-08-23 2014-10-28 Qualcomm Incorporated Providing location related information for a structure to mobile stations
US8874133B2 (en) 2011-12-05 2014-10-28 Jdsu Uk Limited System and methods of mobile geolocation

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120182144A1 (en) * 2011-01-19 2012-07-19 Qualcomm Incorporated Methods and apparatus for distributed learning of parameters of a fingerprint prediction map model

Also Published As

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

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