• Title/Summary/Keyword: Indoor Location Tracking

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Analysis of Indoor Signal Strength from Zigbee Sensor (지그비 센서의 실내 신호 세기 분석)

  • Lee, Jong-Chan;Park, Sang-Joon;Park, Ki-Hong
    • Convergence Security Journal
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    • v.10 no.2
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    • pp.11-17
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    • 2010
  • Recent technological advances allow us to envision a future where large numbers of low-power, inexpensive sensor devices are densely embedded in the physical environment, operating together in a wireless network. This paper considers localization for mobile sensors; localization must be invoked periodically to enable the sensors to track their location. Localizing more frequently allows the sensors to more accurately track their location in the presence of mobility. In this paper, we test and analyze the accuracy of a moving node localization by Received Signal Strength (RSS).

A Hybrid Positioning System for Indoor Navigation on Mobile Phones using Panoramic Images

  • Nguyen, Van Vinh;Lee, Jong-Weon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.3
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    • pp.835-854
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    • 2012
  • In this paper, we propose a novel positioning system for indoor navigation which helps a user navigate easily to desired destinations in an unfamiliar indoor environment using his mobile phone. The system requires only the user's mobile phone with its basic equipped sensors such as a camera and a compass. The system tracks user's positions and orientations using a vision-based approach that utilizes $360^{\circ}$ panoramic images captured in the environment. To improve the robustness of the vision-based method, we exploit a digital compass that is widely installed on modern mobile phones. This hybrid solution outperforms existing mobile phone positioning methods by reducing the error of position estimation to around 0.7 meters. In addition, to enable the proposed system working independently on mobile phone without the requirement of additional hardware or external infrastructure, we employ a modified version of a fast and robust feature matching scheme using Histogrammed Intensity Patch. The experiments show that the proposed positioning system achieves good performance while running on a mobile phone with a responding time of around 1 second.

Realistic Seeing Through Method and Device Through Adaptive Registration between Building Space and Telepresence Indoor Environment

  • Lee, Jun
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.1
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    • pp.101-107
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    • 2020
  • We propose a realistic seeing through visualization methods in mixed reality environment. When a user wants to see specific location beyond a wall in indoor environment. The proposed system recognizes and registers the selected area using environment modelling and feature-based tracking. Then the selected area is diminished and the specific location is visualized in real-time. With the proposed seeing through methods, a user can understand spatial relationship of the building and can easily find the target location. We conducted a user study comparing the seeing through method to conventional indoor navigation service in order to investigate the potential of the proposed seeing through method. The proposed seeing through method was evaluated in navigation time in comparison with conventional approach. The proposed method enable users to navigate target locations 30% faster than the conventional approach.

Adaptive Indoor Location Tracking System Based on IEEE 802.15.4a (IEEE 802.15.4a 기반의 환경 적응형 위치 추적 시스템에 관한 연구)

  • Jeon, Hyeon-Sig;Woo, Sung-Hyun;Park, Hyun-Ju;Cho, Sang-Do;Na, Jong-In;Kim, Ki-Hwan;Yang, Chang-Soo
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.638-646
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    • 2006
  • 유비쿼터스 시대가 도래함에 따라 사회적으로 실내 위치 추적 시스템에 대한 관심이 증가되었다. 하지만 기존 실내 위치 추적 시스템은 실내 환경의 빈번한 변화에 능동적으로 대응하지 못하고, 실내 환경의 NLOS 특성으로 인하여 이동 객체의 정확한 위치 측정이 어려운 문제점이 있다. 본 연구의 목적은 앞으로 유비쿼터스 시대가 도래함에 따라 다양한 사용자의 요구를 만족시키기 위한 서비스를 제공하는데 필수 요소인 실내 이동 객체의 위치를 효과적으로 파악하고, 이동 객체의 위치 정확도를 향상시킨 환경 적응형 위치 추적시스템을 제안한다.

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Design and Realization of Precise Indoor Localization Mechanism for Wi-Fi Devices

  • Su, Weideng;Liu, Erwu;Auge, Anna Calveras;Garcia-Villegas, Eduard;Wang, Rui;You, Jiayi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.12
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    • pp.5422-5441
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    • 2016
  • Despite the abundant literature in the field, there is still the need to find a time-efficient, highly accurate, easy to deploy and robust localization algorithm for real use. The algorithm only involves minimal human intervention. We propose an enhanced Received Signal Strength Indicator (RSSI) based positioning algorithm for Wi-Fi capable devices, called the Dynamic Weighted Evolution for Location Tracking (DWELT). Due to the multiple phenomena affecting the propagation of radio signals, RSSI measurements show fluctuations that hinder the utilization of straightforward positioning mechanisms from widely known propagation loss models. Instead, DWELT uses data processing of raw RSSI values and applies a weighted posterior-probabilistic evolution for quick convergence of localization and tracking. In this paper, we present the first implementation of DWELT, intended for 1D location (applicable to tunnels or corridors), and the first step towards a more generic implementation. Simulations and experiments show an accuracy of 1m in more than 81% of the cases, and less than 2m in the 95%.

Development of a Server-independent System to Identify and Communicate Fire Information and Location Tracking of Evacuees (화재정보 확인과 대피자 위치추적을 위한 서버 독립형 시스템 개발)

  • Lee, Chijoo;Lee, Taekwan
    • Journal of the Korea Institute of Building Construction
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    • v.21 no.6
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    • pp.677-687
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    • 2021
  • If a fire breaks out in a building, occupants can evacuate more rapidly if they are able to identify the location of the fire, the exits, and themselves. This study derives the requirements of system development, such as distance non-limitation, a non-additional device, a non-centralized server system, and low power for an emergency, to identify information about the fire and the location of evacuees. The objective is to receive and transmit information and reduce the time and effort of the database for location tracking. Accordingly, this study develops a server-independent system that collects information related to a building fire and an evacuee's location and provides information to the evacuee on their mobile device. The system is composed of a transmitting unit to disseminate fire location information and a mobile device application to determine the locations of the fire and the evacuee. The developed system can contribute to reducing the damage to humans because evacuees can identify the location of the fire, exits, and themselves regardless of the impaired server system by fire, the interruption of power source, and the evacuee's location. Furthermore, this study proposes a theoretical basis for reducing the effort required for database construction of the k-nearest neighbor fingerprint.

A Study on step number detection using smartphone sensors for position tracking (위치 추적을 위한 스마트폰 센서를 이용한 걸음 수 검출에 관한 연구)

  • Lee, Kwonhee;Kim, Kwanghyun;Oh, Jongtaek
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.3
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    • pp.119-125
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    • 2018
  • Various techniques for indoor positioning using a smart phone have been studied. Among them, the positioning technology using the acceleration sensor and the gyro sensor built in the smartphone is widely used in conjunction with the WiFi fingerprint technology. The location tracking technology using sensors has been used for a long time, but the performance environment of the smartphone is poor and the user is moving with the smartphone in a certain posture. Therefore, in order to improve the accuracy of location tracking in a smartphone environment, it is necessary to study and develop appropriate algorithms in a mobile environment. In this paper, we analyze the performances of frequency analysis method, maximum sum of minimum acceleration method and adaptive threshold method, which are the user's moving step count detection algorithms, and determine the most accurate method.

Development of Localization using Artificial and Natural Landmark for Indoor Mobile Robots (실내 이동 로봇을 위한 자연 표식과 인공 표식을 혼합한 위치 추정 기법 개발)

  • Ahn, Joonwoo;Shin, Seho;Park, Jaeheung
    • The Journal of Korea Robotics Society
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    • v.11 no.4
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    • pp.205-216
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    • 2016
  • The localization of the robot is one of the most important factors of navigating mobile robots. The use of featured information of landmarks is one approach to estimate the location of the robot. This approach can be classified into two categories: the natural-landmark-based and artificial-landmark-based approach. Natural landmarks are suitable for any environment, but they may not be sufficient for localization in the less featured or dynamic environment. On the other hand, artificial landmarks may generate shaded areas due to space constraints. In order to improve these disadvantages, this paper presents a novel development of the localization system by using artificial and natural-landmarks-based approach on a topological map. The proposed localization system can recognize far or near landmarks without any distortion by using landmark tracking system based on top-view image transform. The camera is rotated by distance of landmark. The experiment shows a result of performing position recognition without shading section by applying the proposed system with a small number of artificial landmarks in the mobile robot.