• Title/Summary/Keyword: 측위오차

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An Empirical Study on Robot Localization Based on Particle Filters (파티클 필터 기반의 로봇 측위에 관한 실험적 연구)

  • Kim, Hye-Suk;Kim, Seung-Yeon;Kim, In-Cheol
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.11a
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    • pp.269-272
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    • 2011
  • 일반적으로 지능형 에이전트에게 요구되는 가장 기초적인 상황 인식 기능 중의 하나가 불확실한 센서 데이터에 의존하여 자신의 현재 위치가 어디인지를 파악하는 일이다. 본 논문에서는 대표적인 확률기반의 측위 기법인 파티클 필터를 실제 로봇 측위에 적용한 실험을 수행하고, 이를 통해 측위 성능을 개선시킬 수 있는 방법들을 찾아본다. 특히 로봇 동작의 오차를 고려하지 않은 비-잡음 상태 전이 모델과 로봇 동작의 오차를 고려한 잡음 모델간의 비교 실험을 통해, 불확실성이 높은 실제 로봇 동작에 보다 근사한 상태 전이 모델이 파티클 필터 측위의 성능 개선에 도움이 될 수 있는지 분석해본다.

Improvement of Indoor Positioning Accuracy using Smart LED System Implementation (스마트 LED 시스템을 이용한 실내위치인식 정밀도 개선)

  • Lee, Dong Su;Huh, Hyeong Seok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.1
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    • pp.786-791
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    • 2021
  • In this paper, in order to minimize limitations such as signal interference and positioning errors in existing indoor positioning systems, a smart LED-based positioning system for excellent line-of-sight radio environments and precise location tracking is proposed to improve accuracy. An IEEE 802.4 Zigbee module is mounted on the SMPS board of a smart LED; RSSI and LQI signals are received from a moving tag, and the system is configured to transmit the measured data to the positioning server through a gateway. For the experiment, the necessary hardware, such as the gateway and the smart LED module, were separately designed, and the experiment was conducted after configuring the system in an external field office. The positioning error was within 70cm as a result of performing complex calculations in the positioning server after transmitting a vector value of the moving object obtained from the direction sensor, together with a signal from the moving object received by the smart LED. The result is a significantly improved positioning error, compared to an existing short-range wireless communications-based system, and shows the level at which commercial products can be implemented.

A Study on Accuracy of Position Fixes Obtained by GPS at Three Fixed Stations (정점(定點)에 있어서 GSP의 측위정도(測位精度))

  • Cho, Eul-Je
    • Journal of Fisheries and Marine Sciences Education
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    • v.3 no.2
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    • pp.19-28
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    • 1991
  • The United States has been developing a GPS(Global Positoning System), and now we can make use of it everywhere in the world. The author measured the usable time and took position fixes from three fixed stations in Japan in order to evaluate the positioning accuracy of GPS, firstly by the difference in the time of the year and, secondly by the difference in location between the stations in 1988. I was able to receive positioning signals from only 6 or 7 satellites, but in July 1991, 14 GPS satellites became available. The results obtained are summerized as follows: 1) The usable time was 7~9 hours from only 6~7 satellites. 2) In the case of the former, the time zone of position fixes varied with the time of the year and there were a little differences of the accuracy of position fixes except 3H(three dimensiomal high level positioning). In the case of the latter, there were not obvious locality differences in 3D(three dimensional positioning). But the positioning errors and number of data varied on each level in 2D(two dimensiomal positioning), although the positioning errors were smaller than 0.1 nautical mile. 3) Th standard deviations of Dep(departure) were larger than tat of D.lat(difference of latitude), and varied widely to the east and west. But the standard deviations were smaller than 100 meters.

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DOP Analysis of Ground Based Augmentation System by the Position of Transmitter (송신기 위치에 따른 GBAS 시스템의 DOP 분석)

  • Lim, Joong-Soo;Chae, Gyoo-Soo
    • Journal of Satellite, Information and Communications
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    • v.8 no.1
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    • pp.40-44
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    • 2013
  • In this paper, we describe on the position error of GBAS. In reality, there are many sources which make errors into the calculation of receiver position. It is well known that the DOP of GBAS is an important position error source and is dependent on the numbers and positions of the transmitters. Here, we develop an algorism to calculate the DOP of the GNSS with 2-line transmitters into Korean area. The result is useful to predict the DOP of the positions where transmitters and receivers are located.

Positioning Method Using a Vehicular Black-Box Camera and a 2D Barcode in an Indoor Parking Lot (스마트폰 카메라와 2차원 바코드를 이용한 실내 주차장 내 측위 방법)

  • Song, Jihyun;Lee, Jae-sung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.1
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    • pp.142-152
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    • 2016
  • GPS is not able to be used for indoor positioning and currently most of techniques emerging to overcome the limit of GPS utilize private wireless networks. However, these methods require high costs for installation and maintenance, and they are inappropriate to be used in the place where precise positioning is needed as in indoor parking lots. This paper proposes a vehicular indoor positioning method based on QR-code recognition. The method gets an absolute coordinate through QR-code scanning, and obtain the location (an relative coordinate) of a black-box camera using the tilt and roll angle correction through affine transformation, scale transformation, and trigonometric function. Using these information of an absolute coordinate and an relative one, the precise position of a car is estimated. As a result, average error of 13.79cm is achieved and it corresponds to just 27.6% error rate in contrast to 50cm error of the recent technique based on wireless networks.

A Study of Indoor Positioning Algorithm Based on UWB Fingerprinting and TDoA (UWB 핑거프린팅 및 TDoA 기반 실내 측위 알고리즘 연구)

  • Seo, Hyo-Seung;Lee, Joonbeom;Min, Jin gi;Song, Dong Hyuk;Kim, Hyeon jung;Son, Bong-Ki;Lee, Jaeho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.86-89
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    • 2016
  • 실내 위치 인식 기술은 Wi-Fi, Bluetooth Low Energy 등 여러 기술을 통해 시도되어 왔으며, 실내 위치 인식 시스템의 상용화가 급증하는 추세이다. 대표적인 실내 측위 시스템인 Wi-Fi 기반 실내 측위는 고출력으로 넓은 범위에 서비스를 제공해주지만, 각 AP 마다 파워 출력이 다르기 때문에 위치 인식 측면에서의 오차가 발생하고, Bluetooth Low Energy 기반 실내 측위는 10m Cell 내에서는 정확한 인식이 가능하지반, 10m 거리 밖 오차는 매우 크다. UWB(Ultra Wide Band)[1][2][3]는 저전력으로, 3.1~10.6GHz의 대역올 이용하여, Wi-Fi의 10배 이상의 속도로 데이터를 전달한다. 이때, 데이터 전달에 사용되는 전파신호는 레이더 신호와 유사한 특징을 가져 거리측정에 사용될 수 있으며, 실내 측위 시 15cm 이내의 정확도를 가진다. 본 논문에서는 UWB의 광대역을 이용한 핑거프린팅과 정밀 측위를 위한 TDoA 기법을 이용한 정밀 실내 측위 알고리즘을 제안한다.

Accuracy Evaluation of VRS RTK Surveys Inside the GPS CORS Network Operated by National Geographic Information Institute (국토지리정보원 VRS RTK 기준망 내부 측점 측량 정확도 평가)

  • Kim, Hye-In;Yu, Gi-Sug;Park, Kwan-Dong;Ha, Ji-Hyun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.26 no.2
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    • pp.139-147
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    • 2008
  • The positioning accuracies tend to deteriorate as the distance between the rover and the reference station increases in the Real-Time Kinematic (RTK) surveys using Global Positioning System (GPS). To solve this problem, the National Geographic Information Institute (NGII) of Korea has installed Virtual Reference System (VRS), which is one of the network-based RTK systems. In this study, we conducted the accuracy tests of the VRS-RTK surveys. We surveyed 50 control points inside the NGII's GPS Continuously Operating Reference Stations (CORS) network using the VRS-RTK system, and compared the results with the published coordinates to verify the positioning accuracies. We also conducted the general RTK surveys at the same control points. The results showed that the positioning accuracy of the VRS-RTK was comparable to that of the general RTK, because the horizontal positioning accuracy was 3.1 cm while that of general RTK was 2.0 cm. Also the vertical positioning accuracy of VRS-RTK was 6.8 cm.

Development and Positioning Accuracy Assessment of Precise Point Positioning Algorithms based on GPS Code-Pseudorange Measurements (GPS 코드의사거리 기반 정밀단독측위(PPP) 알고리즘 개발 및 측위 정확도 평가)

  • Park, Kwan Dong;Kim, Ji Hye;Won, Ji Hye;Kim, Du Sik
    • Journal of Korean Society for Geospatial Information Science
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    • v.22 no.1
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    • pp.47-54
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    • 2014
  • Precise Point Positioning (PPP) algorithms using GPS code pseudo-range measurements were developed and their accuracy was validated for the purpose of implementing them on a portable device. The group delay, relativistic effect, and satellite-antenna phase center offset models were applied as fundamental corrections for PPP. GPS satellite orbit and clock offsets were taken from the International GNSS Service official products which were interpolated using the best available algorithms. Tropospheric and ionospheric delays were obtained by applying mapping functions to the outputs from scientific GPS data processing software and Global Ionosphere Maps, respectively. When the developed algorithms were tested for four days of data, the horizontal and vertical positioning accuracies were 0.8-1.6 and 1.6-2.2 meters, respectively. This level of performance is comparable to that of Differential GPS, and further improvements and fine-tuning of this suite of PPP algorithms and its implementation at a portable device should be utilized in a variety of surveying and Location-Based Service applications.

Bluetooth AoA based Positioning Scheme using Angle and Distance Validation Test (각도 및 거리 유효성 검사를 적용한 블루투스 도래각 기반의 측위 방식)

  • Song, Kyounghee;Paik, Junghoon
    • Journal of Broadcast Engineering
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    • v.26 no.6
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    • pp.790-798
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    • 2021
  • In this paper, we propose a method to improve the accuracy of positioning by adding angle and distance validation to the existing Bluetooth-based positioning method using the angle of arrival. In the existing positioning method, an error occurs in the positioning value due to a multipath phenomenon induced in a non-visible distance environment. The proposed method derives the maximum and minimum angles of arrival that can be measured in consideration of the moving speed of the positioned device, and then examines whether the measured angle of arrival exceeds the range of the maximum and minimum angles of arrival. The accuracy of positioning is improved by conducting a distance validation check to see if the location of the device to be positioned and the distance to the positioning device exceed the effective distance. A simulation was conducted to analyze the positioning performance between the proposed method and the existing method, and it was confirmed that the positioning performance was improved through angle and distance validation compared to the existing method in a situation where the positioning error increased through the simulation results.

Radio Lacation using Decision Feedback Method (결정 궤환 방법을 이용한 무선측위)

  • 김유신;유흥렬;이재진
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.5A
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    • pp.801-808
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    • 2001
  • 본 논문에서는 전파의 도달시간을 이용한 이동통신 측위 시스템에서 사용되는 직접해, 최소 자승, 테일러 시리즈 그리고 찬 알고리즘의 성능을 분석하고, 각 알고리즘을 사용하여 계산된 결과를 궤환시켜 이동국의 위치를 재계산함으로써 보다 향상된 측위를 할 수 있는 결정 궤환 방법을 제안한다. 제안된 방법은 규칙 7셀 좌표와 불규칙 셀 좌표를 이용하여 이동국을 위치시킨 후, 전파의 지연시간에 따른 측위오차와 표준편차 그리고 각 알고리즘별 발산횟수를 조사하였으며, 실험결과 결정 궤환 방법을 사용하였을 경우 기존의 방법보다 향상된 성능을 보였다.

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