CN109089209B - 一种基于rfid技术的室内定位大数据分析系统及方法 - Google Patents
一种基于rfid技术的室内定位大数据分析系统及方法 Download PDFInfo
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- CN109089209B CN109089209B CN201810946106.9A CN201810946106A CN109089209B CN 109089209 B CN109089209 B CN 109089209B CN 201810946106 A CN201810946106 A CN 201810946106A CN 109089209 B CN109089209 B CN 109089209B
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- 238000000034 method Methods 0.000 title claims abstract description 23
- 238000007405 data analysis Methods 0.000 title claims abstract description 21
- 238000005516 engineering process Methods 0.000 title claims abstract description 19
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- 238000012545 processing Methods 0.000 claims description 6
- 238000004364 calculation method Methods 0.000 claims description 5
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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
- H04W4/025—Services making use of location information using location based information parameters
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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
- G01S11/00—Systems for determining distance or velocity not using reflection or reradiation
- G01S11/02—Systems for determining distance or velocity not using reflection or reradiation using radio waves
- G01S11/06—Systems for determining distance or velocity not using reflection or reradiation using radio waves using intensity measurements
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device
- G06K17/0029—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device the arrangement being specially adapted for wireless interrogation of grouped or bundled articles tagged with wireless record carriers
-
- 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
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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
- H04W4/80—Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
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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
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- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Position Fixing By Use Of Radio Waves (AREA)
Abstract
Description
序号 | 实际坐标(米) | 测量坐标(米) | 误差(米) |
1 | (1.04,2.76) | (1.66,2.74) | 0.38 |
2 | (3.66,1.21) | (3.59,0.85) | 0.36 |
3 | (3.45,3.98) | (2.62,3.93) | 0.83 |
4 | (4.28,2.02) | (3.72,2.00) | 0.56 |
5 | (2.69,3.47) | (2.39,3.15) | 0.44 |
6 | (5.41,0.97) | (5.20,0.82) | 0.26 |
7 | (2.23,2.62) | (1.93,2.10) | 0.59 |
8 | (3.10,2.87) | (3.07,2.31) | 0.56 |
9 | (4.81,1.32) | (4.33,1.30) | 0.48 |
10 | (1.31,3.04) | (0.89,2.67) | 0.55 |
11 | (2.77,2.50) | (2.46,3.02) | 0.61 |
12 | (4.36,3.73) | (3.96,3.57) | 0.43 |
13 | (2.63,3.65) | (2.21,3.18) | 0.63 |
14 | (5.44,3.46) | (5.10,3.22) | 0.41 |
15 | (1.20,2.45) | (1.06,2.11) | 0.36 |
Claims (4)
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Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
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CN109656919A (zh) * | 2019-03-06 | 2019-04-19 | 湖北工业大学 | 一种基于射频识别技术的数据清洗方法 |
CN110210268A (zh) * | 2019-06-05 | 2019-09-06 | 北京京投信安科技发展有限公司 | 基于landmarc算法的rfid高精度定位技术 |
CN110515064A (zh) * | 2019-08-23 | 2019-11-29 | 联通(广东)产业互联网有限公司 | 基于导频信号的室内被动定位方法、系统及存储介质 |
CN110705665A (zh) * | 2019-10-21 | 2020-01-17 | 桂林电子科技大学 | 一种基于rfid的smt生产制造管理及数据采集系统 |
CN111148057B (zh) * | 2019-12-04 | 2021-03-02 | 广州众志物联网科技有限公司 | 室内定位方法、系统、计算机设备及可读存储介质 |
CN114594421B (zh) * | 2022-02-15 | 2022-11-18 | 湖北大学 | 一种基于最小二乘法与卡尔曼滤波器的移动靶点位置计算方法 |
Citations (5)
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CN102065370A (zh) * | 2011-01-04 | 2011-05-18 | 大唐移动通信设备有限公司 | 一种定位装置、系统及方法 |
CN102340737A (zh) * | 2011-07-05 | 2012-02-01 | 上海海洋大学 | 基于物联网中间件技术的滩涂怪潮人员定位系统 |
CN102890767A (zh) * | 2012-08-27 | 2013-01-23 | 中国矿业大学(北京) | 基于射频识别技术的井下人员定位系统及方法 |
CN103415073A (zh) * | 2013-08-26 | 2013-11-27 | 中国科学技术大学苏州研究院 | 基于rfid标签防抖动的室内定位方法 |
CN107153886A (zh) * | 2017-03-31 | 2017-09-12 | 深圳市亿兆互联技术有限公司 | 一种用于商场布局优化的顾客定位方法 |
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US8907767B2 (en) * | 2008-09-04 | 2014-12-09 | Ncr Corporation | Methods and apparatus for distance determination for radiofrequency identification devices |
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Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102065370A (zh) * | 2011-01-04 | 2011-05-18 | 大唐移动通信设备有限公司 | 一种定位装置、系统及方法 |
CN102340737A (zh) * | 2011-07-05 | 2012-02-01 | 上海海洋大学 | 基于物联网中间件技术的滩涂怪潮人员定位系统 |
CN102890767A (zh) * | 2012-08-27 | 2013-01-23 | 中国矿业大学(北京) | 基于射频识别技术的井下人员定位系统及方法 |
CN103415073A (zh) * | 2013-08-26 | 2013-11-27 | 中国科学技术大学苏州研究院 | 基于rfid标签防抖动的室内定位方法 |
CN107153886A (zh) * | 2017-03-31 | 2017-09-12 | 深圳市亿兆互联技术有限公司 | 一种用于商场布局优化的顾客定位方法 |
Non-Patent Citations (1)
Title |
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RFID测距的研究与应用;陈宇琦;《中国优秀硕士学位论文全文数据库 信息科技辑》;20120915;全文 * |
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