CN110210268A - RFID high-precision location technique based on LANDMARC algorithm - Google Patents

RFID high-precision location technique based on LANDMARC algorithm Download PDF

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Publication number
CN110210268A
CN110210268A CN201910484090.9A CN201910484090A CN110210268A CN 110210268 A CN110210268 A CN 110210268A CN 201910484090 A CN201910484090 A CN 201910484090A CN 110210268 A CN110210268 A CN 110210268A
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time delay
channel
tag
rfid
value
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CN201910484090.9A
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王胜
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Beijing Jingtou Xinan Science And Technology Development Co Ltd
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Beijing Jingtou Xinan Science And Technology Development Co Ltd
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Priority to CN201910484090.9A priority Critical patent/CN110210268A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06KGRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K7/00Methods or arrangements for sensing record carriers, e.g. for reading patterns
    • G06K7/10Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation
    • G06K7/10009Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves
    • G06K7/10316Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves using at least one antenna particularly designed for interrogating the wireless record carriers
    • G06K7/10356Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves using at least one antenna particularly designed for interrogating the wireless record carriers using a plurality of antennas, e.g. configurations including means to resolve interference between the plurality of antennas

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Toxicology (AREA)
  • General Health & Medical Sciences (AREA)
  • Electromagnetism (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Position Fixing By Use Of Radio Waves (AREA)

Abstract

The invention belongs to the field of locating technology of ultrahigh frequency RFID more particularly to a kind of RFID high-precision location techniques based on LANDMARC algorithm.A kind of RFID high-precision location technique based on LANDMARC algorithm, introduce the timesharing handoff technique of same card reader multichannel antenna: single card reader, multichannel antenna, greatly reduces the cost of card reader, while greatly reducing the power consumption of system and the complexity of engineering construction;Introduce same card reader, the Time synchronization technique of multichannel antenna: single card reader, multichannel technology provide the unified reference clock of system, to obtain the mutual time delay between the time delay in channel itself and multichannel, and calculate in turn from Delay accurately away from from information.

Description

RFID high-precision location technique based on LANDMARC algorithm
Technical field
The invention belongs to the field of locating technology of ultrahigh frequency RFID more particularly to a kind of RFID based on LANDMARC algorithm High-precision location technique.
Background technique
Radio frequency identification (Radio Frequency Identification, RFID) is a kind of to be known automatically using radiofrequency signal Other target object and the technology for obtaining relevant information.RFID system is with data volume is big, confidentiality is high, strong antijamming capability, knowledge The advantages that the advantages that other time is short, expense is lower, the non-contact and non line of sight of RFID technique, becomes preferred indoor positioning Technology, in terms of such as vehicle location, storehouse management, logistic track, personal entertainment and mobile office and unit personnel There is good application prospect.
LANDMARC location algorithm is proposed by LIONELM.NI within 2004 based on RSSI.LANDMARC algorithm it is basic Principle is as follows:
1. n Reader is arranged, and region to be measured is modeled, while being arranged k with reference to tag;
2. determining n Reader with k with reference at a distance from tag;
3. tag admission to be measured, n Reader read the signal strength of tag to be measured, and calculate Euclidean distance;
4. acquiring the coordinate of tag to be measured according to centroid algorithm.
LANDMARC algorithm is a kind of algorithm of value based on RSSI id signal intensity.RSSI value is provided by radio frequency chip, And distance is judged according to the value of RSSI.RSSI value shows that more greatly tag distances reader is closer, and RSSI value is smaller, shows label It is remoter apart from reader.But LANDMARC algorithm requires the card reader placed multiple test tag, require more non-temporal synchronizations, This greatly improves the cost of positioning, precision and implementation complexity, it is therefore desirable to redesign a kind of algorithm of optimization, simultaneously Meet the requirement of low cost, high-precision and low enforcement difficulty.
Summary of the invention
The object of the present invention is to provide a kind of RFID high-precision location techniques based on LANDMARC algorithm, and realizing reduces The cost of RFID card reader, while meeting the requirement of high-precision and low enforcement difficulty.
In order to achieve the above objectives, the present invention uses following technological means:
A kind of RFID high-precision location technique based on LANDMARC algorithm, introduces same card reader multichannel antenna Timesharing handoff technique: single card reader, multichannel antenna greatly reduce the cost of card reader, while greatly reducing system The complexity of power consumption and engineering construction;Same card reader is introduced, the Time synchronization technique of multichannel antenna: single card reader is more Passage technology provides the unified reference clock of system, thus when obtaining mutual between the time delay in channel itself and multichannel Prolong, and calculates accurate range information from Delay in turn.
A kind of RFID high-precision location technique based on LANDMARC algorithm, specifically includes the following steps:
Step 1: (quantity of n is 4,8 or 16 to the RFID Reader in setting n channel of one hyperfrequency, the bigger essence of n value Spend higher), and the time delay of n-channel antenna itself is modeled;The time delay of N channel antenna itself is respectively as follows: t1, t2, t3...tn;
Step 2: the n-th channel of RFID Reader sends wireless signal, other n- under same clock, by time slot respectively Time delay value is collected in 1 channel respectively, obtains the distance value of n channel antenna from each other by time delay value;
Step 3: the n-channel of RFID Reader is under same clock, send wireless signal respectively by time slot, and read to The time delay value that tag is returned is positioned, distance value is obtained by time delay value:
Step 4: calculating separately the distance of test tag and n channel antenna by time delay value
Step 5: it is flat that the reference distance of each n channel antenna of above formula and tag to be positioned is done weighting according to centroid algorithm , the coordinate of tag to be positioned is acquired.
The positive effect of the present invention is: a kind of RFID high-precision location technique based on LANDMARC algorithm, introduces same One card reader, the technology of multichannel antenna greatly reduce the hardware cost and power consumption of card reader;The time of multichannel antenna is same Step technology substantially increases the accuracy of acquisition range information, and then improves the precision of positioning.
Detailed description of the invention
Fig. 1 is the system diagram of the ultrahigh frequency RFID of 8 channel list card reader;
Fig. 2 is the Time synchronization technique figure of multichannel antenna;
Specific embodiment
The embodiment of the present invention is illustrated with reference to the accompanying drawing.
A kind of RFID high-precision location technique based on LANDMARC algorithm, introduces same card reader multichannel antenna Timesharing handoff technique and Time synchronization technique, specifically includes the following steps:
Step 1: the RFID Reader in setting one hyperfrequency, 8 channels, and the time delay of 8 channel antennas itself is carried out Modeling;The time delay of 8 channel antennas itself is respectively as follows: t1, t2, t3, t4, t5, t6, t7, t8;
Step 2: the 8th channel of RFID Reader is under same clock, wireless signal is sent respectively by time slot, other 7 Time delay value is collected in a channel respectively, obtains the distance value of 8 channel antennas from each other by time delay value;
Step 3: 8 channels of RFID Reader are under same clock, send wireless signal respectively by time slot, and read to The time delay value that tag is returned is positioned, distance value is obtained by time delay value:
Step 4: calculating separately the distance of tag and 8 channel antenna of test by time delay value
Step 5: it is flat that the reference distance of each n channel antenna of above formula and tag to be positioned is done weighting according to centroid algorithm , the coordinate of tag to be positioned is acquired.
RFID high-precision location technique based on LANDMARC algorithm, introduces same card reader, the technology of multichannel antenna, The hardware cost and power consumption of card reader are greatly reduced, cost and power consumption are only the 1/8 of traditional scheme;The time of multichannel antenna Simultaneous techniques substantially increases the accuracy of acquisition range information, and then improves the precision of positioning.
It is above-described to be merely a preferred embodiment of the present invention, it should be understood that the explanation of above embodiments is only used In facilitating the understanding of the method and its core concept of the invention, it is not intended to limit the scope of protection of the present invention, it is all of the invention Any modification for being made within thought and principle, equivalent replacement etc., should all be included in the protection scope of the present invention.

Claims (2)

1. a kind of RFID high-precision location technique based on LANDMARC algorithm, it is characterised in that based on LANDMARC algorithm RFID high-precision location technique introduces the timesharing handoff technique and Time synchronization technique of same card reader multichannel antenna, specifically The following steps are included:
Step 1: (quantity of n is 4,8 or 16 to the RFID Reader in setting n channel of one hyperfrequency, and the bigger precision of n value is more It is high), and the time delay of n-channel antenna itself is modeled;The time delay of N channel antenna itself is respectively as follows: t1, t2, t3 ... tn;
Step 2: the n-th channel of RFID Reader sends wireless signal under same clock, by time slot respectively, other n-1 are a Time delay value is collected in channel respectively, obtains the distance value of n channel antenna from each other by time delay value;
Step 3: the n-channel of RFID Reader sends wireless signal under same clock, by time slot respectively, and read to be positioned The time delay value that tag is returned obtains distance value by time delay value:
Step 4: calculating separately the distance of test tag and n channel antenna by time delay value
Step 5: the reference distance of each n channel antenna of above formula and tag to be positioned is weighted and averaged, is asked according to centroid algorithm Obtain the coordinate of tag to be positioned.
2. a kind of RFID high-precision location technique based on LANDMARC algorithm according to claim 1, it is characterised in that: RFID high-precision location technique based on LANDMARC algorithm specifically includes the following steps:
Step 1: the RFID Reader in setting one hyperfrequency, 8 channels, and the time delay of 8 channel antennas itself is built Mould;The time delay of 8 channel antennas itself is respectively as follows: t1, t2, t3, t4, t5, t6, t7, t8;
Step 2: the 8th channel of RFID Reader sends wireless signal under same clock, by time slot respectively, other 7 logical Time delay value is collected in road respectively, obtains the distance value of 8 channel antennas from each other by time delay value;
Step 3: 8 channels of RFID Reader send wireless signal under same clock, by time slot respectively, and read to be positioned The time delay value that tag is returned obtains distance value by time delay value:
Step 4: calculating separately the distance of tag and 8 channel antenna of test by time delay value
Step 5: the reference distance of each n channel antenna of above formula and tag to be positioned is weighted and averaged, is asked according to centroid algorithm Obtain the coordinate of tag to be positioned.
CN201910484090.9A 2019-06-05 2019-06-05 RFID high-precision location technique based on LANDMARC algorithm Pending CN110210268A (en)

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Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100328073A1 (en) * 2009-06-30 2010-12-30 Intermec Ip Corp. Method and system to determine the position, orientation, size, and movement of rfid tagged objects
WO2011113216A1 (en) * 2010-03-15 2011-09-22 国民技术股份有限公司 Mobile radio frequency apparatus, radio frequency integrated circuit card and radio frequency memory card
CN102338866A (en) * 2011-06-02 2012-02-01 西安理工大学 Radio frequency indoor positioning method based on virtual tag algorithm
CN102892140A (en) * 2012-09-27 2013-01-23 清华大学 Time difference measurement-based antenna switching type radio frequency positioning method
US20130088334A1 (en) * 2011-02-24 2013-04-11 Huawei Technologies Co., Ltd. Method and apparatus for selecting reference tag used for positioning
CN103455829A (en) * 2013-04-22 2013-12-18 天津工业大学 Method for achieving indoor positioning based on RFID
CN103984971A (en) * 2014-05-31 2014-08-13 范志广 Wireless positioning method and system based on antenna array phase difference direction-finding radio frequency identification (RFID)
CN104090263A (en) * 2014-06-17 2014-10-08 中国科学院信息工程研究所 Positioning method and system based on RFID technology
CN104766110A (en) * 2015-04-10 2015-07-08 长春理工大学 RFID positioning system and method
CN105652242A (en) * 2016-03-29 2016-06-08 天津工业大学 Indoor positioning system based on ZigBee technology
CN106950535A (en) * 2017-03-10 2017-07-14 南京龙渊微电子科技有限公司 A kind of indoor positioning optimization system and method based on LANDMARC
WO2017167306A1 (en) * 2016-04-01 2017-10-05 成都精位科技有限公司 Method of synchronizing signals in uwb high-precision positioning system, and system
CN109089209A (en) * 2018-08-20 2018-12-25 湖北工业大学 A kind of indoor positioning big data analysis system and method based on RFID technique
CN109782215A (en) * 2018-12-11 2019-05-21 南京航空航天大学 A kind of indoor positioning based on surface acoustic wave techniques and identifying system and its positioning and recognition methods
CN109831743A (en) * 2019-02-21 2019-05-31 天津工业大学 Improved kNN passive ultrahigh frequency RFID positioning algorithm suitable for directional radiation scene

Patent Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100328073A1 (en) * 2009-06-30 2010-12-30 Intermec Ip Corp. Method and system to determine the position, orientation, size, and movement of rfid tagged objects
WO2011113216A1 (en) * 2010-03-15 2011-09-22 国民技术股份有限公司 Mobile radio frequency apparatus, radio frequency integrated circuit card and radio frequency memory card
US20130088334A1 (en) * 2011-02-24 2013-04-11 Huawei Technologies Co., Ltd. Method and apparatus for selecting reference tag used for positioning
CN102338866A (en) * 2011-06-02 2012-02-01 西安理工大学 Radio frequency indoor positioning method based on virtual tag algorithm
CN102892140A (en) * 2012-09-27 2013-01-23 清华大学 Time difference measurement-based antenna switching type radio frequency positioning method
CN103455829A (en) * 2013-04-22 2013-12-18 天津工业大学 Method for achieving indoor positioning based on RFID
CN103984971A (en) * 2014-05-31 2014-08-13 范志广 Wireless positioning method and system based on antenna array phase difference direction-finding radio frequency identification (RFID)
CN104090263A (en) * 2014-06-17 2014-10-08 中国科学院信息工程研究所 Positioning method and system based on RFID technology
CN104766110A (en) * 2015-04-10 2015-07-08 长春理工大学 RFID positioning system and method
CN105652242A (en) * 2016-03-29 2016-06-08 天津工业大学 Indoor positioning system based on ZigBee technology
WO2017167306A1 (en) * 2016-04-01 2017-10-05 成都精位科技有限公司 Method of synchronizing signals in uwb high-precision positioning system, and system
CN106950535A (en) * 2017-03-10 2017-07-14 南京龙渊微电子科技有限公司 A kind of indoor positioning optimization system and method based on LANDMARC
CN109089209A (en) * 2018-08-20 2018-12-25 湖北工业大学 A kind of indoor positioning big data analysis system and method based on RFID technique
CN109782215A (en) * 2018-12-11 2019-05-21 南京航空航天大学 A kind of indoor positioning based on surface acoustic wave techniques and identifying system and its positioning and recognition methods
CN109831743A (en) * 2019-02-21 2019-05-31 天津工业大学 Improved kNN passive ultrahigh frequency RFID positioning algorithm suitable for directional radiation scene

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
LIONEL M. NI 等: "RFID-based localization and tracking technologies", 《IEEE WIRELESS COMMUNICATIONS》 *
YONG LIU 等: "Indoor location algorithm on RFID and its improvement", 《2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER RESEARCH AND DEVELOPMENT》 *
刘辉: "基于最近邻居标签的无源RFID定位系统的设计", 《中国优秀博硕士学位论文全文数据库(硕士)信息科技辑》 *
霍瑞雪: "基于射频识别技术的室内定位算法研究", 《中国优秀硕士学位论文全文数据库信息科技辑》 *

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