WO2019182179A1 - Wireless positioning method based on combination of wi-fi ap and ibeacon - Google Patents

Wireless positioning method based on combination of wi-fi ap and ibeacon Download PDF

Info

Publication number
WO2019182179A1
WO2019182179A1 PCT/KR2018/003436 KR2018003436W WO2019182179A1 WO 2019182179 A1 WO2019182179 A1 WO 2019182179A1 KR 2018003436 W KR2018003436 W KR 2018003436W WO 2019182179 A1 WO2019182179 A1 WO 2019182179A1
Authority
WO
WIPO (PCT)
Prior art keywords
positioning
target terminal
wireless
wireless positioning
ble beacon
Prior art date
Application number
PCT/KR2018/003436
Other languages
French (fr)
Korean (ko)
Inventor
신요안
이승우
진근영
Original Assignee
숭실대학교산학협력단
새한테크놀로지(주)
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 숭실대학교산학협력단, 새한테크놀로지(주) filed Critical 숭실대학교산학협력단
Priority to PCT/KR2018/003436 priority Critical patent/WO2019182179A1/en
Publication of WO2019182179A1 publication Critical patent/WO2019182179A1/en

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-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
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management

Definitions

  • the present invention relates to a wireless positioning method based on the WIFI AP and the IBEACON composite, and more particularly, to a wireless positioning method based on the WIFI AP and the IBEACON composite, which guarantees high precision wireless positioning performance using the WIFI and the IBEACON.
  • Wireless localization technology is a physical layer technology for providing LBS.
  • high-precision location information is provided to a terminal using a global navigation satellite system (GNSS) such as a global positioning system (GPS).
  • GNSS global navigation satellite system
  • GPS global positioning system
  • indoors have a disadvantage in that the positioning accuracy is drastically reduced due to the shadowing effect of the GPS signal.
  • RFID Radio Frequency Identification
  • ZigBee Wireless Fidelity
  • WiFi Wireless Fidelity
  • BLE Bluetooth Low Energy
  • BLE Beacon uses the frequency hopping-spread spectrum (FH-SS) technique to check the frequency band in order to avoid interference between frequencies due to the characteristics of Bluetooth. As a result, RSSI values necessary for BLE Beacon-based positioning are not transmitted constantly.
  • FH-SS frequency hopping-spread spectrum
  • the technical problem to be achieved by the present invention is to provide a wireless positioning method based on the WIFI AP and IBEACON combination to ensure high precision wireless positioning performance using WIFI and IBEACON.
  • the wireless positioning method of a wireless positioning system using a plurality of Wi-Fi AP BLE Beacon terminal, for each Wi-Fi AP to set the zone and BLE Beacon Generating a fingerprinting DB using the information, scanning the information of the Wi-Fi AP from the positioning target terminal to identify the current zone, and when the number of the Wi-Fi APs scanned from the positioning target terminal is three or more If the location of the positioning target terminal is determined using a TDoA radiolocation technique using a Wi-Fi AP RSSI and the number of Wi-Fi APs scanned from the positioning target terminal is less than 3, the range of the scanned Wi-Fi AP And determining the location of the positioning target terminal through a fingerprinting technique using a BLE Beacon RSSI value.
  • a technology utilizing a combination of a Wi-Fi AP and a BLE Beacon can be used to compensate for the shortcomings of each technology and provide precise positioning performance in a wide range.
  • FIG. 1 is a flowchart illustrating a radio positioning method of a radio positioning system according to an embodiment of the present invention.
  • Indoor Wi-Fi AP-based wireless positioning technology includes Cell-ID technology for determining the location of an AP when there is one Wi-Fi AP, and ToA (Tima of Arrival) or TDoA that can be used when there are three or more APs.
  • the location is measured using a triangulation-based positioning algorithm such as Time Difference of Arrival. Fingerprinting technique to calculate.
  • Beacon has been in the spotlight for indoor positioning technology due to its low cost, and uses the BLE frequency in the same ISM band as Wi-Fi, which allows the same technique as Wi-Fi-based wireless positioning technology. Precise positioning performance is shown.
  • a wireless positioning system uses a combination of a Wi-Fi frequency and a Bluetooth BLE frequency band wireless positioning technology used in an ISM unlicensed band in a wireless sensor network (WSN). It is to lower.
  • wireless positioning technology measures the user's location in order to provide location-based services and can use GPS based on Global Navigation Satellite System (GNSS) outdoors, but indoors It is not easy to use GNSS based satellite service.
  • GNSS Global Navigation Satellite System
  • the location of wireless terminals located inside a building can be determined by using the frequencies of ISM bands such as Wi-Fi or Bluetooth used indoors, or provide services such as indoor wireless maps.
  • the wireless positioning system proposes a precise wireless positioning system using iBeacon after searching the approximate location by dividing the area through the Wi-Fi AP. This technique can mitigate the frequency interference between the Wi-Fi AP and iBeacon to provide high-precision wireless positioning performance.
  • FIG. 1 is a flowchart illustrating a radio positioning method of a radio positioning system according to an embodiment of the present invention.
  • the wireless positioning system stores location information installed for a plurality of Wi-Fi APs and BLE Beacon terminals.
  • the wireless positioning system sets a zone for each Wi-Fi AP using a plurality of Wi-Fi APs and BLE Beacon terminals, and generates a fingerprinting map using the BLE Beacons.
  • the wireless positioning system sets a zone of each Wi-Fi AP so as to avoid frequency interference between the plurality of Wi-Fi.
  • the wireless positioning system scans the information of the Wi-Fi AP from the positioning target terminal to check the current zone where the positioning target terminal is located.
  • the wireless positioning system checks the position of the positioning target terminal using the TDoA wireless positioning technique using the Wi-Fi AP RSSI.
  • the TDoA radiolocation technique refers to a technique of positioning a position using triangulation using signals received from three or more APs.
  • the wireless positioning system scans the information of the Wi-Fi AP from the positioning target terminal so that the TDoA technique cannot be used to identify the current zone.
  • the location of the positioning target terminal is identified through a fingerprinting technique using a BLE Beacon RSSI value within the scanned Wi-Fi AP range.
  • the Wi-Fi AP and the BLE Beacon are used in combination to compensate for the shortcomings of each technology and provide precise positioning performance in a wide range.

Landscapes

  • 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)
  • Position Fixing By Use Of Radio Waves (AREA)

Abstract

The present invention relates to a wireless positioning system based on a combination of a Wi-Fi AP and IBEACON and, particularly, to a wireless positioning method of a wireless positioning system using a plurality of Wi-Fi APs and BLE beacon terminals, the method comprising the steps of: configuring a zone for each Wi-Fi AP, and generating a fingerprinting DB by using a BLE Beacon; scanning Wi-Fi AP information from a positioning target terminal so as to identify a current zone; and identifying a location of the positioning target terminal by using a TDoA wireless positioning technique using a Wi-Fi AP RSSI when the number of Wi-Fi APs scanned by the positioning target terminal is equal to or more than three, and identifying a location of the positioning target terminal via a fingerprinting technique using a BLE Beacon RSSI value within the range of the scanned Wi-Fi APs when the number of Wi-Fi APs scanned by the positioning target terminal is less than three. The present invention relates to a technology of combining and using a Wi-Fi AP and a BLE Beacon, which can complement disadvantages of each technology so as to provide a precise positioning performance over a wider range.

Description

WIFI AP와 IBEACON 복합 기반의 무선 측위 방법Wireless positioning method based on WIFI AP and IBEACON composite
본 발명은 WIFI AP와 IBEACON 복합 기반의 무선 측위 방법에 관한 것으로, 보다 상세하게는 WIFI와 IBEACON을 이용하여 높은 정밀도의 무선 측위 성능을 보장하는 WIFI AP와 IBEACON 복합 기반의 무선 측위 방법에 관한 것이다.The present invention relates to a wireless positioning method based on the WIFI AP and the IBEACON composite, and more particularly, to a wireless positioning method based on the WIFI AP and the IBEACON composite, which guarantees high precision wireless positioning performance using the WIFI and the IBEACON.
최근에는 ICT(Information and Communication Tehnology) 기술의 급속한 발달과 더불어 실내 위치 정보를 이용하는 기술(LBS: Location Based Service)의 요구가 급증하고 있다. Recently, with the rapid development of ICT (Information and Communication Tehnology) technology, the demand for technology based on location information (LBS) has increased rapidly.
무선 측위(Wireless Localization) 기술은 LBS를 제공하기 위한 물리계층 기술로서 실외 환경의 경우에는 GPS(Global Positioning System)와 같은 GNSS(Global Navigation Satellite System)을 이용하여 고정밀의 위치정보를 단말기에 제공한다. 그러나 실내의 경우에는 GPS 신호가 음영 영향을 받음으로써 무선측위 정밀도가 급격하게 감소한다는 단점이 있다. Wireless localization technology is a physical layer technology for providing LBS. In an outdoor environment, high-precision location information is provided to a terminal using a global navigation satellite system (GNSS) such as a global positioning system (GPS). However, indoors have a disadvantage in that the positioning accuracy is drastically reduced due to the shadowing effect of the GPS signal.
이와 같은 문제점을 해결하기 위해 RFID(Radio Frequency Identification), ZigBee, WiFi(Wireless Fidelity), BLE(Bluetooth Low Energy)등의 다양한 무선통신 규격들을 사용하여 고정밀의 실내 위치정보를 제공하려는 연구가 활발히 진행되고 있다.In order to solve this problem, studies are being actively conducted to provide high-precision indoor location information using various wireless communication standards such as RFID (Radio Frequency Identification), ZigBee, WiFi (Wireless Fidelity), and BLE (Bluetooth Low Energy). have.
하지만, Wi-Fi의 경우 통신 용도로 개발되었기 때문에 1m이하의 초정밀도를 요구할 경우 주파수간의 간섭으로 인해 오차율이 발생할 수밖에 없다. 또한 BLE와 마찬가지로 ISM대역의 주파수의 특성상 인체, 벽 등을 통과할 수 없어서 Wi-Fi AP를 대량으로 설치하여 경로 손실을 해결할 경우 단가가 높아서 사용하기가 어렵다. 반면 BLE Beacon의 경우 Bluetooth의 특성상 주파수 간의 간섭을 회피하기 위해 FH-SS (Frequency Hopping-Spread Spectrum)기법을 이용하여 주파수 대역을 확인 후 사용하는데, 이 기법으로 인해 BLE의 주파수 이동이 매우 유동적이며 이로 인해 BLE Beacon 기반의 측위에 필요한 RSSI 값이 일정하게 전송되지 않는다는 단점이 있다. However, since Wi-Fi has been developed for communication purposes, when the ultra-precision of less than 1m is required, an error rate is inevitable due to interference between frequencies. In addition, like BLE, because of the nature of the frequency of the ISM band, it cannot pass through the human body, the wall, etc., and thus it is difficult to use it because the unit cost is high when the Wi-Fi AP is installed in a large amount. On the other hand, BLE Beacon uses the frequency hopping-spread spectrum (FH-SS) technique to check the frequency band in order to avoid interference between frequencies due to the characteristics of Bluetooth. As a result, RSSI values necessary for BLE Beacon-based positioning are not transmitted constantly.
그러므로, Wi-Fi AP 기반 측위 기술과 iBeacon 기술의 단점을 보완하여 신뢰도가 높은 측위 기술이 요구된다. Therefore, a high-definition positioning technology is required to compensate for the disadvantages of the Wi-Fi AP-based positioning technology and the iBeacon technology.
본 발명의 배경이 되는 기술은 대한민국 국내등록특허 제 10-1634879호 (2016.06.23. 공고)에 개시되어 있다.The background technology of the present invention is disclosed in Korean Patent Registration No. 10-1634879 (June 23, 2016.).
본 발명이 이루고자 하는 기술적 과제는 WIFI와 IBEACON을 이용하여 높은 정밀도의 무선 측위 성능을 보장하는 WIFI AP와 IBEACON 복합 기반의 무선 측위 방법을 제공하는 것이다.The technical problem to be achieved by the present invention is to provide a wireless positioning method based on the WIFI AP and IBEACON combination to ensure high precision wireless positioning performance using WIFI and IBEACON.
이러한 기술적 과제를 이루기 위한 본 발명의 실시예에 따르면, 복수의 Wi-Fi AP, BLE Beacon 단말기를 이용하는 무선 측위 시스템의 무선 측위 방법에 있어서, 각각의 Wi-Fi AP에 대해서 구역을 설정하고 BLE Beacon을 이용하여 핑거프린팅 DB를 생성하는 단계, 측위 대상 단말기로부터 Wi-Fi AP의 정보를 스캔하여 현재 구역을 확인하는 단계, 그리고 상기 측위 대상 단말기로부터 스캔된 Wi-Fi AP의 개수가 3개 이상인 경우 Wi-Fi AP RSSI를 이용한 TDoA 무선측위 기법을 이용하여 상기 측위 대상 단말기의 위치를 확인하고 상기 측위 대상 단말기로부터 스캔된 Wi-Fi AP 개수가 3개 미만일 경우, 스캔된 Wi-Fi AP 범위 안에 있는 BLE Beacon RSSI 값을 이용한 Fingerprinting 기법을 통해 상기 측위 대상 단말기의 위치를 확인하는 단계를 포함한다.According to an embodiment of the present invention for achieving the above technical problem, in the wireless positioning method of a wireless positioning system using a plurality of Wi-Fi AP, BLE Beacon terminal, for each Wi-Fi AP to set the zone and BLE Beacon Generating a fingerprinting DB using the information, scanning the information of the Wi-Fi AP from the positioning target terminal to identify the current zone, and when the number of the Wi-Fi APs scanned from the positioning target terminal is three or more If the location of the positioning target terminal is determined using a TDoA radiolocation technique using a Wi-Fi AP RSSI and the number of Wi-Fi APs scanned from the positioning target terminal is less than 3, the range of the scanned Wi-Fi AP And determining the location of the positioning target terminal through a fingerprinting technique using a BLE Beacon RSSI value.
본 발명에 따르면, Wi-Fi AP와 BLE Beacon을 복합하여 활용한 기술로서 각 기술의 단점들을 보완하여 넓은 범위에서 정밀한 측위 성능을 제공할 수 있다.According to the present invention, a technology utilizing a combination of a Wi-Fi AP and a BLE Beacon can be used to compensate for the shortcomings of each technology and provide precise positioning performance in a wide range.
도 1은 본 발명의 실시예에 따른 무선 측위 시스템의 무선 측위 방법을 나타낸 순서도이다. 1 is a flowchart illustrating a radio positioning method of a radio positioning system according to an embodiment of the present invention.
아래에서는 첨부한 도면을 참조하여 본 발명이 속하는 기술 분야에서 통상의 지식을 가진 자가 용이하게 실시할 수 있도록 본 발명의 실시예를 상세히 설명한다. 그러나 본 발명은 여러 가지 상이한 형태로 구현될 수 있으며 여기에서 설명하는 실시예에 한정되지 않는다. 그리고 도면에서 본 발명을 명확하게 설명하기 위해서 설명과 관계없는 부분은 생략하였으며, 명세서 전체를 통하여 유사한 부분에 대해서는 유사한 도면 부호를 붙였다. DETAILED DESCRIPTION Hereinafter, exemplary embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art may easily implement the present invention. As those skilled in the art would realize, the described embodiments may be modified in various different ways, all without departing from the spirit or scope of the present invention. In the drawings, parts irrelevant to the description are omitted in order to clearly describe the present invention, and like reference numerals designate like parts throughout the specification.
명세서 전체에서, 어떤 부분이 어떤 구성요소를 "포함"한다고 할 때, 이는 특별히 반대되는 기재가 없는 한 다른 구성요소를 제외하는 것이 아니라 다른 구성요소를 더 포함할 수 있는 것을 의미한다.Throughout the specification, when a part is said to "include" a certain component, it means that it can further include other components, without excluding other components unless specifically stated otherwise.
그러면 첨부한 도면을 참고로 하여 본 발명의 실시예에 대하여 본 발명이 속하는 기술 분야에서 통상의 지식을 가진 자가 용이하게 실시할 수 있도록 상세히 설명한다.DETAILED DESCRIPTION Hereinafter, exemplary embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art may easily implement the present invention.
실내 Wi-Fi AP 기반 무선측위 기술로는 Wi-Fi AP가 하나일 경우에는 AP 근처의 위치를 확인하는 Cell-ID 기술과, AP가 3개 이상일 경우에 사용 가능한 ToA (Tima of Arrival) 또는 TDoA (Time Difference of Arrival) 등의 삼변 측량 기반의 측위 알고리즘을 사용하여 위치를 측정하거나, Wi-Fi AP를 기반으로 RSSI 정보를 사전에 기록하여 해당 DB를 통해 무선 전파 지도를 구축 후 단말기의 위치를 산출하는 Fingerprinting 기법 등이 있다. Indoor Wi-Fi AP-based wireless positioning technology includes Cell-ID technology for determining the location of an AP when there is one Wi-Fi AP, and ToA (Tima of Arrival) or TDoA that can be used when there are three or more APs. The location is measured using a triangulation-based positioning algorithm such as Time Difference of Arrival. Fingerprinting technique to calculate.
또한, Beacon의 경우 저렴한 단가로 인해 실내 위치측위 기술에 각광을 받고 있으며 Wi-Fi와 동일한 ISM 대역에서 BLE 주파수를 사용하는데, 이로 인해 Wi-Fi기반의 무선측위 기술과 동일한 기법을 사용할 수 있으며 보다 정밀한 측위성능을 보인다.In addition, Beacon has been in the spotlight for indoor positioning technology due to its low cost, and uses the BLE frequency in the same ISM band as Wi-Fi, which allows the same technique as Wi-Fi-based wireless positioning technology. Precise positioning performance is shown.
본 발명의 실시예에 따른 무선 측위 시스템은 무선 센서 네트워크 (Wireless Sensor Network:WSN)에서 ISM 비면허 대역에서 사용되는 Wi-Fi 주파수와 Bluetooth BLE 주파수 대역의 무선측위 기술을 복합적으로 사용하여 측위 성능 및 복잡도를 낮추기 위한 것이다. 무선 센서 네트워크에서 무선 측위 기술은 사용자의 위치를 기반한 서비스(Location-Based Services)를 제공하기 위해 사용자의 위치를 측정하는 기술로서 실외에서는 GNSS (Global Navigation Satellite System) 기반의 GPS를 이용할 수 있으나 실내에서는 GNSS 기반의 위성 서비스를 이용하기가 쉽지가 않다. 이를 위해 실내에서 사용되는 Wi-Fi나 Bluetooth 등의 ISM대역의 주파수 등을 이용하여 건물 내부에 위치하는 무선 단말기들의 위치를 파악하거나 실내 무선 지도 등의 서비스를 제공한다.According to an embodiment of the present invention, a wireless positioning system uses a combination of a Wi-Fi frequency and a Bluetooth BLE frequency band wireless positioning technology used in an ISM unlicensed band in a wireless sensor network (WSN). It is to lower. In the wireless sensor network, wireless positioning technology measures the user's location in order to provide location-based services and can use GPS based on Global Navigation Satellite System (GNSS) outdoors, but indoors It is not easy to use GNSS based satellite service. To this end, the location of wireless terminals located inside a building can be determined by using the frequencies of ISM bands such as Wi-Fi or Bluetooth used indoors, or provide services such as indoor wireless maps.
최근 들어 ICT 기술이 급격한 발달로 인해 ISM 주파수 대역을 사용하는 무선기기들이 증가하게 되고 이로 인해 주파수간의 간섭이 생겨 WSN의 전체 무선측위 성능이 저하되는 문제점이 발생된다. 따라서 본 발명에 따른 무선 측위 시스템은 은 Wi-Fi AP를 통해 구역을 나누어 대략적인 위치를 탐색한 후, iBeacon을 이용한 정밀한 무선 측위 시스템을 제안한다. 이러한 기법을 통해 Wi-Fi AP와 iBeacon간의 주파수 간섭을 완화하여 높은 정밀도의 무선측위 성능을 제공할 수 있다. Recently, due to the rapid development of ICT technology, wireless devices using ISM frequency bands increase, resulting in interference between frequencies, resulting in a problem of deteriorating the overall radiolocation performance of the WSN. Therefore, the wireless positioning system according to the present invention proposes a precise wireless positioning system using iBeacon after searching the approximate location by dividing the area through the Wi-Fi AP. This technique can mitigate the frequency interference between the Wi-Fi AP and iBeacon to provide high-precision wireless positioning performance.
도 1은 본 발명의 실시예에 따른 무선 측위 시스템의 무선 측위 방법을 나타낸 순서도이다. 1 is a flowchart illustrating a radio positioning method of a radio positioning system according to an embodiment of the present invention.
본 발명의 실시예에 따른 무선 측위 시스템은 복수의 Wi-Fi AP, BLE Beacon 단말기에 대해서 설치된 위치 정보를 저장하고 있다. The wireless positioning system according to an embodiment of the present invention stores location information installed for a plurality of Wi-Fi APs and BLE Beacon terminals.
무선 측위 시스템은 복수의 있는 Wi-Fi AP, BLE Beacon 단말기를 이용하여 각각의 Wi-Fi AP에 대해서 구역을 설정하고 BLE Beacon을 이용하여 핑거프린팅 맵을 생성한다. The wireless positioning system sets a zone for each Wi-Fi AP using a plurality of Wi-Fi APs and BLE Beacon terminals, and generates a fingerprinting map using the BLE Beacons.
여기서, 무선 측위 시스템은 복수의 Wi-Fi간의 주파수 간섭을 회피할 수 있도록 각 Wi-Fi AP의 구역을 설정한다. Here, the wireless positioning system sets a zone of each Wi-Fi AP so as to avoid frequency interference between the plurality of Wi-Fi.
그리고 무선 측위 시스템은 측위 대상 단말기로부터 Wi-Fi AP의 정보를 스캔하여 측위 대상 단말기가 위치하는 현재 구역을 확인한다. In addition, the wireless positioning system scans the information of the Wi-Fi AP from the positioning target terminal to check the current zone where the positioning target terminal is located.
이때, 무선 측위 시스템은 측위 대상 단말기로부터 스캔된 Wi-Fi AP의 개수가 3개 이상을 경우 Wi-Fi AP RSSI를 이용한 TDoA 무선측위 기법을 이용하여 측위 대상 단말기의 위치를 확인한다. In this case, when the number of Wi-Fi APs scanned from the positioning target terminal is three or more, the wireless positioning system checks the position of the positioning target terminal using the TDoA wireless positioning technique using the Wi-Fi AP RSSI.
여기서, TDoA 무선측위 기법은 3개 이상의 AP로부터 수신되는 신호를 이용하여 삼각 측정법을 이용하여 위치를 측위하는 기법을 나타낸다. Here, the TDoA radiolocation technique refers to a technique of positioning a position using triangulation using signals received from three or more APs.
한편, 무선 측위 시스템은 측위 대상 단말기로부터 스캔된 Wi-Fi AP의 개수가 3개 미만일 경우 TDoA 기법을 사용할 수 없게 측위 대상 단말기로부터 Wi-Fi AP의 정보를 스캔하여 현재 구역을 확인하는 단계 된다. 이때 스캔된 Wi-Fi AP 범위 안에 있는 BLE Beacon RSSI 값을 이용한 핑거프린팅 기법을 통해 측위 대상 단말기의 위치를 확인한다. Meanwhile, when the number of Wi-Fi APs scanned from the positioning target terminal is less than three, the wireless positioning system scans the information of the Wi-Fi AP from the positioning target terminal so that the TDoA technique cannot be used to identify the current zone. At this time, the location of the positioning target terminal is identified through a fingerprinting technique using a BLE Beacon RSSI value within the scanned Wi-Fi AP range.
이와 같이 본 발명의 실시예에 따르면, Wi-Fi AP와 BLE Beacon을 복합하여 활용한 기술로서 각 기술의 단점들을 보완하여 넓은 범위에서 정밀한 측위 성능을 제공할 수 있다.As described above, according to the exemplary embodiment of the present invention, the Wi-Fi AP and the BLE Beacon are used in combination to compensate for the shortcomings of each technology and provide precise positioning performance in a wide range.
본 발명은 도면에 도시된 실시예를 참고로 설명되었으나 이는 예시적인 것에 불과하며, 본 기술 분야의 통상의 지식을 가진 자라면 이로부터 다양한 변형 및 균등한 다른 실시예가 가능하다는 점을 이해할 것이다. 따라서, 본 발명의 진정한 기술적 보호 범위는 첨부된 특허청구범위의 기술적 사상에 의하여 정해져야 할 것이다.Although the present invention has been described with reference to the embodiments shown in the drawings, this is merely exemplary, and it will be understood by those skilled in the art that various modifications and equivalent other embodiments are possible. Therefore, the true technical protection scope of the present invention will be defined by the technical spirit of the appended claims.

Claims (1)

  1. 복수의 Wi-Fi AP, BLE Beacon 단말기를 이용하는 무선 측위 시스템의 무선 측위 방법에 있어서In the wireless positioning method of a wireless positioning system using a plurality of Wi-Fi AP, BLE Beacon terminal
    각각의 Wi-Fi AP에 대해서 구역을 설정하고 BLE Beacon을 이용하여 핑거프린팅 DB를 생성하는 단계,Setting a zone for each Wi-Fi AP and creating a fingerprinting DB using BLE Beacon;
    측위 대상 단말기로부터 Wi-Fi AP의 정보를 스캔하여 현재 구역을 확인하는 단계, 그리고Checking the current area by scanning information of the Wi-Fi AP from the positioning target terminal, and
    상기 측위 대상 단말기로부터 스캔된 Wi-Fi AP의 개수가 3개 이상인 경우 Wi-Fi AP RSSI를 이용한 TDoA 무선측위 기법을 이용하여 상기 측위 대상 단말기의 위치를 확인하고 상기 측위 대상 단말기로부터 스캔된 Wi-Fi AP 개수가 3개 미만일 경우, 스캔된 Wi-Fi AP 범위 안에 있는 BLE Beacon RSSI 값을 이용한 Fingerprinting 기법을 통해 상기 측위 대상 단말기의 위치를 확인하는 단계를 포함하는 무선 측위 방법.When the number of Wi-Fi APs scanned from the positioning target terminal is three or more, the position of the positioning target terminal is checked by using a TDoA radiolocation technique using the Wi-Fi AP RSSI, and the Wi-Fi AP scanned from the positioning target terminal is checked. If the number of Fi AP is less than three, the wireless positioning method comprising the step of identifying the location of the positioning target terminal through a fingerprinting technique using a BLE Beacon RSSI value within the scanned Wi-Fi AP range.
PCT/KR2018/003436 2018-03-23 2018-03-23 Wireless positioning method based on combination of wi-fi ap and ibeacon WO2019182179A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/KR2018/003436 WO2019182179A1 (en) 2018-03-23 2018-03-23 Wireless positioning method based on combination of wi-fi ap and ibeacon

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/KR2018/003436 WO2019182179A1 (en) 2018-03-23 2018-03-23 Wireless positioning method based on combination of wi-fi ap and ibeacon

Publications (1)

Publication Number Publication Date
WO2019182179A1 true WO2019182179A1 (en) 2019-09-26

Family

ID=67986571

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/KR2018/003436 WO2019182179A1 (en) 2018-03-23 2018-03-23 Wireless positioning method based on combination of wi-fi ap and ibeacon

Country Status (1)

Country Link
WO (1) WO2019182179A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113194407A (en) * 2021-05-07 2021-07-30 廊坊新奥智能科技有限公司 Intelligent remote gas meter with accurate positioning function

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080130604A1 (en) * 2006-12-05 2008-06-05 Wherenet Corp. Location system for wireless local area network (wlan) using rssi and time difference of arrival (tdoa) processing
US20100020776A1 (en) * 2007-11-27 2010-01-28 Google Inc. Wireless network-based location approximation
US20110059752A1 (en) * 2009-09-10 2011-03-10 Qualcomm Incorporated Concurrent Wireless Transmitter Mapping And Mobile Station Positioning
US20160128018A1 (en) * 2014-11-04 2016-05-05 Avaya Inc. Wifi device zoning using micro-location data
US20180067187A1 (en) * 2015-03-27 2018-03-08 Pcms Holdings, Inc. System and method for indoor localization using beacons

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080130604A1 (en) * 2006-12-05 2008-06-05 Wherenet Corp. Location system for wireless local area network (wlan) using rssi and time difference of arrival (tdoa) processing
US20100020776A1 (en) * 2007-11-27 2010-01-28 Google Inc. Wireless network-based location approximation
US20110059752A1 (en) * 2009-09-10 2011-03-10 Qualcomm Incorporated Concurrent Wireless Transmitter Mapping And Mobile Station Positioning
US20160128018A1 (en) * 2014-11-04 2016-05-05 Avaya Inc. Wifi device zoning using micro-location data
US20180067187A1 (en) * 2015-03-27 2018-03-08 Pcms Holdings, Inc. System and method for indoor localization using beacons

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113194407A (en) * 2021-05-07 2021-07-30 廊坊新奥智能科技有限公司 Intelligent remote gas meter with accurate positioning function

Similar Documents

Publication Publication Date Title
EP3907519A1 (en) Systems and methods to facilitate location determination by beamforming of a positioning reference signal
US20190261300A1 (en) System and method for location boosting using proximity information
KR20180058428A (en) Method for wireless positioning multi-based on wifi ap and ibeacon
US7046987B2 (en) Finding cell phones in rubble and related situations
CN101389118B (en) Positioning method and system of mobile terminal
KR101135019B1 (en) Facilitating mobile station location using a ground-based cellular network
CN102217394A (en) Beacon sectoring for position determination
CA2790465A1 (en) Pilot beacon system for indoor positioning
CN102224430A (en) Network-centric determination of node processing delay
US11784730B2 (en) Apparatus, system and method for improving position estimation and/or communication performance in a wireless communication network
CN107462868A (en) Indoor locating system based on bluetooth MESH
KR20210088678A (en) Positioning method and device
CN113196107A (en) Information processing method and terminal equipment
KR20140086321A (en) Method and apparatus for tracking position using ad hoc network and mobile telecommunication system for the same
WO2019182179A1 (en) Wireless positioning method based on combination of wi-fi ap and ibeacon
CN105657820B (en) It is a kind of for positioning the method and device of indoor target UE
KR20180031150A (en) System for location determination using fingerprinting having function of constructing radio map and method for constructing radio map of the same
KR102138064B1 (en) The Indoor Positioning System and The Method For Positioning Indoor Location Using Thereof
KR20190060266A (en) Apparatus and method for recognizing location of target using two unmanned aerial vehicles
US20230408706A1 (en) Method for positioning in a non-terrestrial communications network
CN111712720A (en) Coordinated precoding and beamforming of positioning destination signals
WO2016126280A1 (en) Positioning with wlan time of flight
US20220022182A1 (en) Apparatus and method to estimate ue position
Raja et al. We know where you are [cellular location tracking]
WO2018101495A1 (en) Rssi-based positioning method using ibeacon

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 18910874

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 18910874

Country of ref document: EP

Kind code of ref document: A1