• Title/Summary/Keyword: Radio positioning

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Radio Beacon-based Seamless Indoor and Outdoor Positioning for Personal Navigation Systems (개인 휴대용 네비게이션을 위한 라디오 비컨 기반 실내외 연속측위 시스템)

  • Kim, Sang-Kyoon;Jang, Yoon-Ho;Bae, Sang-Jun;Kwak, Kyung-Sup
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.8 no.4
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    • pp.84-92
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    • 2009
  • In this paper, using the received signal strength of radio beacon such as Wi-Fi, Bluetooth, CDMA and GPS signal from the satellite, we propose the system of positioning which considered indoor and outdoor based on the Place Lab. Conventional Place Lab utilize the various positioning parameters to estimate the indoor location. However, this conventional system has limitations with respect to the range and efficiency of usage. Therefore, we defined the converged model of multisensor data and re-organized the Place Lab to overcome the limitation of a conventional system. Proposed system uses the radio beacon signal and GPS signal together to estimate the location. Furthermore, it provides the seamless PNS service with many mobile devices because this system realized by the OSGi bundle. This proposed system has evaluated the performance with SAMSUNG T*OMNIA SCH-M490 smart phone and the result shows the system is able to support the PNS service.

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Study of Localization Based on Fingerprinting Technique Using Uplink CSI in Cloud Radio Access Network (클라우드 무선접속 네트워크에서 상향링크 채널 상태 정보를 이용한 핑거프린팅 기반 실내 측위에 관한 연구 시스템)

  • Woo, Sangwoo;Lee, Sangheon;Mun, Cheol
    • The Journal of Korean Institute of Information Technology
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    • v.17 no.2
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    • pp.71-77
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    • 2019
  • With 5G standards proceeding in earnest and increasing demand for services of indoor localization, research on indoor location recognition is being studied in various industrial fields, and research based on fingerprint recognition technology using Wireless Local Area Network (WLAN) is representative. In this paper, we propose an indoor positioning system based on fingerprinting technique that uses Cloud Radio Access Network (C-RAN) architecture and Channel State Information (CSI). In order to improve the performance in indoor positioning, we combined existing fingerprinting method and K nearest neighbor (KNN) technology which is one of the machine running technique. The performance improvements of the proposed indoor positioning system was verified by comparative experiments with the existing localization technique in a indoor localizztion testbed.

A Study on Two-Dimensional Positioning Algorithms Based on GPS Pseudorange Technique

  • Ko, Kwang-Soob;Choi, Chang-Mook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.10a
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    • pp.705-708
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    • 2010
  • In the paper, we have studied on algorithms for two-dimensional positioning based on GPS pseudorange Technique. First, the linearized state equation was mathematically derived based on GPS pseudorange technique. Second, the geometry model with respect to triangles formed using unit-vectors were proposed for investigation of land-based radio positioning. Finally, the corresponding mathematical formulations for DOP values and covariance matrix were designed for two-dimensional positioning.

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Indoor Network Map Matching by Hidden Markov Model (은닉 마르코프 모델을 이용한 실내 네트워크 맵 매칭)

  • Kim, Tae Hoon;Li, Ki-Joune
    • Spatial Information Research
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    • v.23 no.3
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    • pp.1-10
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    • 2015
  • Due to recent improvement of various sensor technologies, indoor positioning becomes available. However, Indoor positioning technologies by Wi-Fi radio map and acceleration sensor and digital campus still have a certain level of errors and a number of researches have been done to increase the positioning accuracy of the indoor positioning. If we could provide a room level accuracy, indoor location based services with current indoor positioning methods such as Wi-Fi radio map and acceleration sensors would be possible. In this paper, we propose an indoor map matching method to provide a room level accuracy based on hidden markov model.

Comparison of TDOA Location Algorithms for Indoor UWB Positioning (UWB 실내 측위를 위한 TDOA 위치결정기법)

  • Kong Hyonmin;Sung Taekyung;Kwon Youngmi
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.42 no.1
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    • pp.9-15
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    • 2005
  • Most of location systems use RF signal. Because multipath is too severe at indoor environment, RF signal are usually used in outdoor positioning such as GPS. To overcome the difficulty at indoor positioning, m positioning is recently developed and is being vigorously studied. Some standardizations on UWB are in progress at IEEE 802.15 committee. In developing UWB positioning system, we should consider the synchronization of sensor network, positioning algorithm, sensor allocation, and so on. This paper presents a comparison of TDOA positioning algorithms that are widely used in location systems. Two algorithms are compared; one is derived by linearization, and the other is by analytic solution(CH algorithm). Simulation results show that the CH algorithm is superior to the linearized least square at indoor environment in that CH algorithm shows consistent positioning performance regardless of the visibility and geometry of basestations.

Constant Envelope Multiplexing via Constellation Tailoring Scheme for Flexible Power Allocation of GNSS Signals

  • Shin, Janghwan;Joo, Jung-Min;Lim, Deok Won;Ahn, Jae Min
    • Journal of Positioning, Navigation, and Timing
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    • v.10 no.4
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    • pp.335-340
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    • 2021
  • A constant envelope multiplexing via constellation tailoring scheme is proposed for flexible power allocation of Global Navigation Satellite System (GNSS) signals. The proposed scheme is compared with the coherent adaptive subcarrier modulation (CASM) adopted in the L1 band signals of the Global Positioning System (GPS) in terms of power difference and power loss. Analysis of the constellation optimization results on the power difference and power loss show that the proposed scheme outperforms the CASM of the GPS signals in the allowable power difference of less than 0.1 dB.

Graph-based Wi-Fi Radio Map Construction and Update Method (그래프 기반 Wi-Fi 신호 지도 구축 및 갱신 기법)

  • Yu, Subin;Choi, Wonik
    • Journal of KIISE
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    • v.44 no.6
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    • pp.643-648
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    • 2017
  • Among Wi-Fi based indoor positioning systems, fingerprinting localization is the most common technique with high precision. However, construction of the initial radio map and the update process require considerable labor and time effort. To address this problem, we propose an efficient method that constructs the initial radio map at each vertex based on a graph. In addition, we introduce a method to update the radio map automatically by mapping signal data acquired from users to the reference point created on each edge. Since the proposed method collects signal data manually only at the vertex of the graph to build the initial radio map and updates it automatically, our proposed method can dramatically reduce labor and time effort, which are the disadvantages of the conventional fingerprinting method. In our experimental study, we show validity of our radio map update method by comparing with the actual reference point data. We also show that our proposed method is able to construct the radio map with an accuracy of about 3.5m by automatically updating the radio map.

Optimal Fingerprint Data Filtering Model for Location Based Services (위치기반 서비스 강화를 위한 최적 데이터 필터링 기법 및 측위 시스템 적용 모델)

  • Jung, Jun;Kim, Jae-Hoon
    • Korean Management Science Review
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    • v.29 no.2
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    • pp.79-90
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    • 2012
  • Focusing on the rapid market penetration of smart phones, the importance of LBS (Location Based Service) is drastically increased. However, traditional GPS method has critical weakness caused by limited availability, such as indoor environment. WPS is newly attractive method as a widely applicable positioning method. In WPS, RSSI (Received Signal Strength Indication) data of all Wi-Fi APs (Access Point) are measured and stored into a huge database. The stored RSSI data in database make single radio fingerprint map. By the radio fingerprint map, we can estimate the actual position of target point. The essential factor of radio fingerprint database is data integrity of RSSI. Because of millions of APs in urban area, RSSI measurement data are seriously contaminated. Therefore, we present the unified filtering method for RSSI measurement data. As the results of filtering, we can show the effectiveness of suggested method in practical positioning system of mobile operator.

Study on optimized positioning of wireless communication equipment for CBTC (CBTC를 위한 무선통신장비의 최적 위치 선정연구)

  • Kim Yun-Bae;Jung Jae-Ok
    • Proceedings of the KSR Conference
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    • 2004.10a
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    • pp.1199-1204
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    • 2004
  • In this paper, the DCS (Data Communication System) which is a main part of CBTC (Communication Based Train Control) system is consisted of radio based wireless communication system and optical based wired system. In the radio based wireless communication, the location of AP(Access Point) Enclosure and Antenna shall be optimized for the guaranteed communication channel between wayside and trains either open aired or tunnelled area. This study is introducing the way of determinating optimized positioning the radio based wireless communication equipment in Bundang Line. At this moment, this CBTC project for the KNR's (Korea National Railway) intelligent train control system are in installment phase therefore the simulation data can show only from lab equipment. After the phase I testing, more detailed data can be collected and advanced paper will be issued in a short time.

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Mathematical Algorithms for Two-Dimensional Positioning Based on GPS Pseudorange Technique

  • Ko, Kwang-Soob;Choi, Chang-Mook
    • Journal of information and communication convergence engineering
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    • v.8 no.5
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    • pp.602-607
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    • 2010
  • Recently, one has realized that the threedimensional positioning technique used in GPS can be effectively applied to the modern two-dimensional positioning. Such a technique might has applied to the twodimensional positioning in fields of the mobile communication, eLORAN and the GPS jamming/ electronic warfare system. In the paper, we have studied on algorithms for two-dimensional positioning based on GPS Pseudorange Technique. The main works and results are summarized below. First, the linearized state equation was mathematically derived based on GPS pseudorange technique. Second, the geometry model with respect to triangles formed using unit-vectors were proposed for investigation of land-based radio positioning. Finally, the corresponding mathematical formulations for DOP values and covariance matrix were designed for two-dimensional positioning.