• Title/Summary/Keyword: 측위 정확도

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Sensor Positioning Scheme using Density Probability Models in Non-uniform Wireless Sensor Networks (비 균일 무선 센서 네트워크 환경에서 밀집 확률 모델링을 이용한 센서 위치 인식 기법)

  • Park, Hyuk;Hwang, Dong-Kyo;Park, Jun-Ho;Seong, Dong-Ook;Yoo, Jae-Soo
    • The Journal of the Korea Contents Association
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    • v.12 no.3
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    • pp.55-66
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    • 2012
  • In wireless sensor networks, a positioning scheme is one of core technologies for sensor applications such as disaster monitoring and environment monitoring. The One of the most positioning scheme, called DV-HOP does not consider non-uniform sensor networks that are actual distributed environments. Therefore, the accuracy of the existing positioning scheme is low in non-uniform network environments. Moreover, because it requires many anchor nodes for high accuracy in non-uniform network environments, it is expensive to construct the network. To overcome this problem, we propose a novel sensor positioning scheme using density probability models in non-uniform wireless sensor networks. The proposed scheme consists of the density probability model using the deployment characteristics of sensor nodes and the distance refinement algorithm for high accuracy. By doing so, the proposed scheme ensures the high accuracy of sensor positioning in non-uniform networks. To show the superiority of our proposed scheme, we compare it with the existing scheme. Our experimental results show that our proposed scheme improves about 44% accuracy of sensor positioning over the existing scheme on average even in non-uniform sensor networks.

Location Accuracy Analysis and Accuracy Improvement Method of Pattern Matching Algorithm Using Database Construction Algorithm (패턴매칭 알고리즘의 측위 성능 분석 및 데이터베이스 구축 알고리즘을 이용한 정확도 향상 방법)

  • Ju, Yeong-Hwan;Park, Yong-Wan
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.46 no.4
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    • pp.86-94
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    • 2009
  • Currently, positioning methods for LBS(Location Based Service) are GPS and network-based positioning techniques that use mobile communication networks. In these methods, however, the accuracy of positioning decreases due to the propagation delay caused by the non-line-of-sight(NLOS) effect and the repeater. To address this disadvantage, the CDMA system uses Pattern Matching algorithm. The Pattern Matching algorithm constructs a database of the propagation characteristics of the RF signals measured during the GPS positioning along with the positioned locations, so that the location can be provided by comparing the propagation characteristics of the received signals and the database, upon a user's request. In the area where GPS signals are not received, however, a database cannot be constructed. There are problem that the accuracy of positioning decreases due to the area without a database Because Pattern Matching algorithm depend on database existence. Therefore, this paper proposed a pilot signal strength prediction algorithm to enable construction of databases for areas without databases, so as to improve the performance of the Pattern Matching algorithm. The database was constructed by predicting the pilot signals in the area without a database using the proposed algorithm, and the Pattern Matching algorithm analysed positioning performance.

Indoor Position Technology in Geo-Magnetic Field (지구 자기장 기반의 Fingerprint 실내 위치추정 방법 연구)

  • Hur, Soojung;Song, Junyeol;Park, Yongwan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.1
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    • pp.131-140
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    • 2013
  • Due to the limitations of the existing indoor positioning system depending on the radio wave, at present, it is required to introduce a new method in order to improve the accuracy in indoor environment. Recently, bio-inspired technology has become the future core technology. Thus, this study examined the accurate positioning method applying the abilities that animals with homing instinct measure their position by searching geomagnetic field with the use of their biomagnets. In order to confirm the applicability of geomagnetic field, a new source for indoor positioning, this study separated the constituent materials and building structure and designed the structures that can carry the actual magnetic field sensor and the data collection module. Subsequently, this study investigated the applicability of geomagnetic field as a positioning source by establishing the positioning system of Fingerprint method. In performance evaluation of the positioning system, the geomagnetic strength-based positioning system was similar to or approximately 20 percent higher than the wireless LAN-based positioning system in the buildings with the existing wireless LAN. Thus, in the environment without infrastructure for indoor positioning, the geomagnetic, an independent earth resource, can make it possible to realize the indoor positioning.

차세대 HPS(Hybrid Positioning System) 기술동향 및 향후 전망

  • Kim, Sang-Il;Kim, Hwan-Gi;Lee, Gwon-U;Kim, Hwa-Seong
    • Information and Communications Magazine
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    • v.28 no.7
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    • pp.44-51
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    • 2011
  • 최근 GPS(Global Positioning System)가 탑재된 스마트 단말이 빠르게 보급되면서 위치정보 기반의 다양한 서비스가 보급되고 있다. 위치정보는 다양한 맥락으로 해석 및 적용될 수 있으며, 교통, 군사, 공공안전 등 여러 분야에 걸쳐 광범위하게 사용되고 있다. 이에 따라 위치정보의 정확도 향상을 위한 다양한 연구가 활발히 진행 중인데, 실외 환경의 경우 GPS를 이용한 고정밀 측위 기술이 주류를 이루고 있는 반면에, 실외 환경보다 상대적으로 제약이 많은 실내 환경에서는 주로 네트워크 기반의 측위 기술에 대한 연구가 많이 이루어지고 있다. 본고에서는 기존의 측위 기술들의 장단점을 분석하고, 각 측위 기술의 단점을 보완한 복합 측위 기술 동향을 알아보고 향후 복합 측위 기술의 발전 방향에 대해 논의한다.

Wireless Localization Technology Survey and Analysis (무선 측위 기술 조사 및 분석)

  • Kim, Chong-Tae
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.48 no.2
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    • pp.72-78
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    • 2011
  • Localization information of an object can be a very useful element for many application areas. Presently, GPS is typically used for it, but many researches on the wireless localization technology are going on recently actively using mobile communication network, wireless sensor network, and ad hoc network in order to overcome the limitations of the GPS such as indoor, cost, power consumption, and etc. Therefore, this article surveys the most representative wireless localization techniques, which can be deployed in the wireless networks, and their principles and performances are analyzed based on the researched papers. In a conclusion, selection of a localization technique should consider the key design elements to a given application from the design elements such as localization environment, accuracy, time to fix, computation amount, implementation ease, and etc.

A Study on Accuracy Improvements of Positioning System for Location-Based Service (위치기반서비스의 측위시스템 정확도 향상에 관한 연구)

  • Choi, Chang-Mook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.10
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    • pp.2579-2585
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    • 2014
  • Location-Based Services can be defined as services that integrated a mobile network device's position with other information so as to provide added value to users. One of the most important elements in the LBS is the ability to locate objects. In this paper, the positioning techniques using radio signal were introduced, and the positioning principles and accuracies for LBS of smart phone were analyzed. As a result, the some techniques for improving user security were suggested.

A Study on the Technological and Environmental Factors Affecting the Accuracy of Beacon Based Indoor Positioning System (기술적, 환경적 요소에 따른 비콘 기반 실내 측위 정확도 변화연구)

  • Byeon, Tae-Woo;Jang, Seong-Yong
    • Journal of the Korea Society for Simulation
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    • v.25 no.2
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    • pp.21-29
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    • 2016
  • Indoor location system has been used Wi-Fi to get a location. After the development of BLE(Bluetooth Low Energy), the interest in the method of a indoor positioning had been move on. It has more advantages than using Wi-Fi. Easy installation, low power consumption, low signal interference and changeable setting(Advertising interval, tx power, etc.). These things can improve efficiency or accuracy in a indoor positioning system. For this reason, recent indoor positioning system uses BLE rather than Wi-Fi. Accordingly, error factors of BLE beacon based indoor positioning should be studying for high accuracy of indoor positioning. In this research, set up few experiment scenarios and keep a close watch on how technological, environmental factor is affecting positioning accuracy. When a application uses largest signal strength to get the indoor location, the mean error of experimental results was decreased compare to using received signal strength in real-time. The result was same when the application applied average and standard deviation to get the indoor location. Changing advertising interval had an effect on the mean error of indoor positioning. Short advertising interval makes the lower mean error than large advertising interval.

LBS 측위기술

  • 양철관;심덕선
    • 전기의세계
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    • v.53 no.5
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    • pp.34-40
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    • 2004
  • 이동통신네트워크에서 위치기반서비스(LBS : Location Based Service)의 중요성이 증대되고 있다. 이러한 LBS는 모바일 사용자의 위치를 추정하고 추정한 위치와 관련된 다양한 정보 서비스를 제공하기 위한 기술로서 휴대 단말의 위치를 파악하는 위치측위기술, LBS 서버기술 그리고 다양한 LBS 응용기술 등으로 구분될 수 있다. 위치측위기술은 위치정보의 정확도에 따라서 제공되는 서비스의 종류와 질이 달라지므로 보다 정밀한 위치정보의 추적이 가능한 고정밀 측위 기술은 개인화 서비스를 위한 필수조건이다.(중략)

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Positional Accuracy Analysis of Permanent GPS Sites Using Precise Point Positioning (정밀절대측위를 이용한 상시관측소 위치정확도 분석)

  • Kang, Joon-Mook;Lee, Yong-Wook;Kim, Min-Gyu;Park, Joon-Kyu
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.26 no.5
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    • pp.529-536
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    • 2008
  • Researches about 3-D Positioning system using GPS were carried out many-sided by national organs, laboratories, the worlds of science. And most of researches were development of relative positioning algorithm and its applications. Relative positioning has a merit, which can eliminate error in received signals. But its error increase due to distance of baseline. GPS absolute positioning is a method that decides the position independently by the signals from the GPS satellites which are received by a receiver at a certain position. And it is necessary to correct various kinds of error(clock error, effect of ionosphere and troposphere, multi-path etc.). In this study, results of PPP(Precise Point Positioning) used Bernese GPS software was compared with notified coordinates by the NGII(National Geographic Information Institute) in order to analyze the positional accuracy of permanent GPS sites. And the results were compared with results of AUSPOS - Online GPS Processing Service for comparison with relative positioning.

Development of Removal Techniques for PRC Outlier & Noise to Improve NDGPS Accuracy (국토해양부 NDGPS 정확도 향상을 위한 의사거리 보정치의 이상점 및 노이즈 제거기법 개발)

  • Kim, Koon-Tack;Kim, Hye-In;Park, Kwan-Dong
    • Journal of Korean Society for Geospatial Information Science
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    • v.19 no.2
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    • pp.63-73
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    • 2011
  • The Pseudorange Corrections (PRC), which are used in DGPS as calibration messages, can contain outliers, noise, and anomalies, and these abnormal events are unpredictable. When those irregular PRC are used, the positioning error gets higher. In this paper, we propose a strategy of detecting and correcting outliers, noise, and anomalies by modeling the changing pattern of PRC through polynomial curve fitting techniques. To validate our strategy, we compared positioning errors obtained without PRC calibation with those with PRC calibration. As a result, we found that our algorithm performs very well; the horizontal RMS error was 3.84 m before the correction and 1.49 m after the correction.