CN113518425A - 设备定位方法及*** - Google Patents
设备定位方法及*** Download PDFInfo
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- CN113518425A CN113518425A CN202111072906.0A CN202111072906A CN113518425A CN 113518425 A CN113518425 A CN 113518425A CN 202111072906 A CN202111072906 A CN 202111072906A CN 113518425 A CN113518425 A CN 113518425A
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- 238000000034 method Methods 0.000 title claims abstract description 61
- 238000003062 neural network model Methods 0.000 claims abstract description 168
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- 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
- H04W64/006—Locating users or terminals or network equipment for network management purposes, e.g. mobility management with additional information processing, e.g. for direction or speed determination
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/20—Instruments for performing navigational calculations
- G01C21/206—Instruments for performing navigational calculations specially adapted for indoor navigation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
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- 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
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- Computer Networks & Wireless Communication (AREA)
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Abstract
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CN202111072906.0A CN113518425B (zh) | 2021-09-14 | 2021-09-14 | 设备定位方法及*** |
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Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115175310A (zh) * | 2022-07-26 | 2022-10-11 | 深圳艾灵网络有限公司 | 移动终端的定位方法、处理设备及存储介质 |
CN118139087A (zh) * | 2024-04-29 | 2024-06-04 | 中国电子科技集团公司第五十四研究所 | 非合作主动探知的无线通信网络拓扑连接关系识别方法 |
CN115175310B (zh) * | 2022-07-26 | 2024-08-02 | 深圳艾灵网络有限公司 | 移动终端的定位方法、处理设备及存储介质 |
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JPH1051840A (ja) * | 1996-07-29 | 1998-02-20 | Matsushita Electric Ind Co Ltd | 無線移動局の位置検出方式 |
CN101815308A (zh) * | 2009-11-20 | 2010-08-25 | 哈尔滨工业大学 | 神经网络区域训练的wlan室内定位方法 |
CN102413564A (zh) * | 2011-11-25 | 2012-04-11 | 北京工业大学 | 基于bp神经网络和改进质心算法的室内定位方法 |
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CN103839241A (zh) * | 2014-03-21 | 2014-06-04 | 北京航空航天大学 | 插值三角形形成方法及装置 |
CN105611623A (zh) * | 2015-09-18 | 2016-05-25 | 宇龙计算机通信科技(深圳)有限公司 | 移动终端的定位方法及定位装置 |
CN108345875A (zh) * | 2018-04-08 | 2018-07-31 | 北京初速度科技有限公司 | 可行驶区域检测模型训练方法、检测方法和装置 |
CN109996172A (zh) * | 2019-03-14 | 2019-07-09 | 北京工业大学 | 一种基于bp神经网络精确室内定位***及定位方法 |
CN110234072A (zh) * | 2019-06-28 | 2019-09-13 | 徐州工业职业技术学院 | 基于指纹量化的改进加权质心定位方法 |
CN113056001A (zh) * | 2021-03-17 | 2021-06-29 | 长春工业大学 | 一种基于混合滤波的差分修正加权质心定位方法 |
-
2021
- 2021-09-14 CN CN202111072906.0A patent/CN113518425B/zh active Active
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JPH1051840A (ja) * | 1996-07-29 | 1998-02-20 | Matsushita Electric Ind Co Ltd | 無線移動局の位置検出方式 |
CN101815308A (zh) * | 2009-11-20 | 2010-08-25 | 哈尔滨工业大学 | 神经网络区域训练的wlan室内定位方法 |
CN102413564A (zh) * | 2011-11-25 | 2012-04-11 | 北京工业大学 | 基于bp神经网络和改进质心算法的室内定位方法 |
CN102883434A (zh) * | 2012-10-31 | 2013-01-16 | 河南省电力公司电力科学研究院 | 一种变电站中对定位移动终端定位和导航的*** |
CN103839241A (zh) * | 2014-03-21 | 2014-06-04 | 北京航空航天大学 | 插值三角形形成方法及装置 |
CN105611623A (zh) * | 2015-09-18 | 2016-05-25 | 宇龙计算机通信科技(深圳)有限公司 | 移动终端的定位方法及定位装置 |
CN108345875A (zh) * | 2018-04-08 | 2018-07-31 | 北京初速度科技有限公司 | 可行驶区域检测模型训练方法、检测方法和装置 |
CN109996172A (zh) * | 2019-03-14 | 2019-07-09 | 北京工业大学 | 一种基于bp神经网络精确室内定位***及定位方法 |
CN110234072A (zh) * | 2019-06-28 | 2019-09-13 | 徐州工业职业技术学院 | 基于指纹量化的改进加权质心定位方法 |
CN113056001A (zh) * | 2021-03-17 | 2021-06-29 | 长春工业大学 | 一种基于混合滤波的差分修正加权质心定位方法 |
Non-Patent Citations (2)
Title |
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付佐毅等: "轻量级目标识别深度神经网络及其应用", 《计算机工程与应用》 * |
邓素等: "基于人工鱼群优化的BP神经网络WiFi指纹室内定位方法", 《全球定位***》 * |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115175310A (zh) * | 2022-07-26 | 2022-10-11 | 深圳艾灵网络有限公司 | 移动终端的定位方法、处理设备及存储介质 |
CN115175310B (zh) * | 2022-07-26 | 2024-08-02 | 深圳艾灵网络有限公司 | 移动终端的定位方法、处理设备及存储介质 |
CN118139087A (zh) * | 2024-04-29 | 2024-06-04 | 中国电子科技集团公司第五十四研究所 | 非合作主动探知的无线通信网络拓扑连接关系识别方法 |
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Inventor after: Chen Dezhong Inventor after: Fu Cheng Inventor after: Zhang Hongping Inventor after: Chen Zhitao Inventor after: Shi Hualin Inventor after: Guo Kai Inventor after: Feng Qiuping Inventor after: Xia Huajia Inventor before: Chen Dezhong Inventor before: Fu Cheng Inventor before: Zhang Hongping Inventor before: Chen Zhitao Inventor before: Shi Hualin Inventor before: Guo Kai Inventor before: Feng Qiuping Inventor before: Xia Huajia Inventor before: Wu Peng |
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CB03 | Change of inventor or designer information | ||
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Inventor after: Fu Cheng Inventor after: Chen Zhitao Inventor after: Shi Hualan Inventor after: Guo Kai Inventor after: Xia Huajia Inventor after: Wu Peng Inventor before: Chen Dezhong Inventor before: Fu Cheng Inventor before: Zhang Hongping Inventor before: Chen Zhitao Inventor before: Shi Hualin Inventor before: Guo Kai Inventor before: Feng Qiuping Inventor before: Xia Huajia Inventor before: Wu Peng |
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CI03 | Correction of invention patent | ||
CI03 | Correction of invention patent |
Correction item: Inventor Correct: Chen Dezhong|Fu Cheng|Zhang Hongping|Chen Zhitao|Shi Hualin|Guo Kai|Feng Qiuping|Xia Huajia|Wu Peng False: Chen Dezhong|Fu Cheng|Zhang Hongping|Chen Zhitao|Shi Hualin|Guo Kai|Feng Qiuping|Xia Huajia Number: 11-02 Volume: 39 |