• Title/Summary/Keyword: indoor location tracking

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A Study on the Indoor/Outdoor Positioning System Based on Multiple Sensors (다중 센서 기반의 실내외 측위 시스템에 관한 연구)

  • Hwang, Chi-Gon;Lee, Hae-Jun;Yoon, Chang-Pyo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.10a
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    • pp.643-644
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    • 2018
  • Recently indoor and outdoor location tracking systems are operated in different ways. The indoor positioning method uses WiFi and BLE beacon positioning, and the outdoor positioning uses GPS and PDR. In this paper, it is a device to measure position by using it. It is used to check whether it is indoors or outdoors when measuring based on a smart phone, A automatic conversion method is needed. When using GPS in the room, it is difficult to distinguish the floor or space. We propose a method to solve this problem.

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Analysis of Localization Technology Performance Based on Accumulated RSSI Signal Using Simulation (시뮬레이션을 이용한 누적 RSSI 신호 기반의 항법 기술 성능 분석)

  • Beomju Shin;Taikjin Lee
    • Journal of Positioning, Navigation, and Timing
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    • v.13 no.3
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    • pp.331-339
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    • 2024
  • Reliable and precise indoor localization is crucial for personal navigation, emergency rescue, and monitoring workers indoors. To use this technology in different applications, it is important to make it less dependent on infrastructure and to keep the error as small as possible. Fingerprinting stands out as a popular choice for indoor positioning because it leverages existing infrastructure and works with just a smartphone. However, its accuracy heavily relies on the quality of that infrastructure. For instance, having too few access points or beacons can greatly reduce its effectiveness. To reduce dependence on RF infrastructure, we have developed surface correlation (SC) using accumulated Received Signal Strength Indicator (RSSI) signals This approach constructs a user mask for radio map comparisons using an accumulated RSSI vector and the trajectory of the user, which is estimated through PDR. The location with the highest correlation is considered as the user's position after comparison. Through a simulation, the performance of short RSSI vector-based technology and SC is analyzed, and future directions for the development of SC are discussed.

RF Power Detector for Location Sensing

  • Kim, Myung-Sik;Kubo, Takashi;Chong, Nak-Young
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.1771-1774
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    • 2005
  • Recently, RFID has become popular in the field of remote sensing applications. Location awareness is one of the most important keys to deploying RFID for advanced object tracking. Generally, multiple reference RF stations or additional sensors are used for the location sensing with RFID, but, particularly in indoor environments, spatial layout and cost problems limit the applicability of those approaches. In this paper, we propose a novel method for location sensing with active RFID systems not requiring the need for reference stations or additional sensors. The system triangulates the position of RF signal source using the signal pattern of the loop antenna connected to the power detector. The power detector consists of a signal strength detector and a signal analysis unit. The signal analysis unit indicates the signal strength and serial number using the signal from the strength detector, and provides the direction of the signal to the application target. We designed three different signal analysis units depending on the threshold type. The developed system can sense the direction to the transponder located over 10 m away within the maximum error of $5^{\circ}$. It falls within a reasonable range in our normal office environment.

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An improvement algorithm for localization using adjacent node and distance variation analysis techniques in a ship (근접노드와 거리변화량분석기법을 이용한 선내 위치인식 개선 알고리즘)

  • Seong, Ju-Hyeon;Lim, Tae-Woo;Kim, Jong-Su;Park, Sang-Gug;Seo, Dong-Hoan
    • Journal of Advanced Marine Engineering and Technology
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    • v.37 no.2
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    • pp.213-219
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    • 2013
  • Recently, with the rapid advancement in information and communication technology, indoor location-based services(LBSs) that require precise position tracking have been actively studied with outdoor-LBS using GPS. However, in case of a ship which consists of steel structure, it is difficult to measure a precise localization due to significant ranging error by the diffraction and refraction of radio waves. In order to reduce location measurement errors that occur in these indoor environments, this paper presents distance compensation algorithms that are suitable for a narrow passage such as ship corridors without any additional sensors by using UWB(Ultra-wide-band), which is robust to multi-path and has an error in the range of a few centimeters in free space. These improvement methods are that Pythagorean theory and adjacent node technique are used to solve the distance error due to the node deployment and distance variation analysis technique is applied to reduce the ranging errors which are significantly fluctuated in the corner section. The experimental results show that the number of nodes and the distance error are reduced to 66% and 57.41%, respectively, compared with conventional CSS(Chirp spread spectrum) method.

Location Tracking and Remote Monitoring system of Home residents using ON/OFF Switches and Sensors (ON/OFF 스위치와 센서를 이용한 홈 거주자의 위치추적 및 원격모니터링 시스템)

  • Ahn Dong-In;Kim Myung-Hee;Joo Su-Chong
    • Journal of KIISE:Computing Practices and Letters
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    • v.12 no.1
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    • pp.66-77
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    • 2006
  • In this paper, we researched the searching and tracking locations of a home resident using ON/OFF switches and sensors and designed a remote monitoring system. As an implementation environment, this system is developed on the base of the distributed object group framework we have developed from previous works. In order to trace the moving locations of a home resident, we firstly showed a home structure which attaches ON/OFF switches and sensors to home appliances and indoor facilities being fixed in home. Whenever a home resident opens/closes these objects, the signals operated from ON/OFF switches and sensors are sent to a home server system. In this time, the real locations of ON/OFF switches and sensors that the signals are being occurred must be the current location that he/she stays. A home server system provides the functionalities that map the real location of a resident in home to virtual location designed on remote desk-tops or terminals like PDAs, and that construct a healthcare database consisted of moving patterns, moving ranges, momentum for analyzing the given searching locations and times Finally, this system provides these information for remotely monitoring services.

Sensing Model for Reducing Power Consumption for Indoor/Outdoor Context Transition (실내/실외 컨텍스트 전이를 고려한 저전력 센싱 모델)

  • Kim, Deok-Ki;Park, Jae-Hyeon;Lee, Jung-Won
    • Journal of KIISE
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    • v.43 no.7
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    • pp.763-772
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    • 2016
  • With the spread of smartphones containing multiple on-board sensors, the market for context aware applications have grown. However, due to the limited power capacity of a smartphone, users feel discontented QoS. Additionally, context aware applications require the utilization of many forms of context and sensing information. If context transition has occurred, types of needed sensors must be changed and each sensor modules need to turn on/off. In addition, excessive sensing has been found when the context decision is ambiguous. In this paper, we focus on power consumption associated with the context transition that occurs during indoor/outdoor detection, modeling the activities of the sensor associated with these contexts. And we suggest a freezing algorithm that reduces power consumption in context transition. We experiment with a commercial application that service is indoor/outdoor location tracking, measure power consumption in context transition with and without the utilization of the proposed method. We find that proposed method reduces power consumption about 20% during context transition.

Implementation of Camera-Based Autonomous Driving Vehicle for Indoor Delivery using SLAM (SLAM을 이용한 카메라 기반의 실내 배송용 자율주행 차량 구현)

  • Kim, Yu-Jung;Kang, Jun-Woo;Yoon, Jung-Bin;Lee, Yu-Bin;Baek, Soo-Whang
    • The Journal of the Korea institute of electronic communication sciences
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    • v.17 no.4
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    • pp.687-694
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    • 2022
  • In this paper, we proposed an autonomous vehicle platform that delivers goods to a designated destination based on the SLAM (Simultaneous Localization and Mapping) map generated indoors by applying the Visual SLAM technology. To generate a SLAM map indoors, a depth camera for SLAM map generation was installed on the top of a small autonomous vehicle platform, and a tracking camera was installed for accurate location estimation in the SLAM map. In addition, a convolutional neural network (CNN) was used to recognize the label of the destination, and the driving algorithm was applied to accurately arrive at the destination. A prototype of an indoor delivery autonomous vehicle was manufactured, and the accuracy of the SLAM map was verified and a destination label recognition experiment was performed through CNN. As a result, the suitability of the autonomous driving vehicle implemented by increasing the label recognition success rate for indoor delivery purposes was verified.

Cost-effective Sensor-based Scalable Automated Conveyance System (저비용 센서 기반의 확장 가능한 자동 운반 시스템)

  • Kim, Junsik;Jung, Woosoon;Lee, Hyung Gyu
    • Journal of Korea Society of Industrial Information Systems
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    • v.26 no.1
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    • pp.31-40
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    • 2021
  • The important goal of the unmanned vehicle technology is on controlling the direction and speed of the vehicle with information acquired from various sensors, without the intervention of the driver, until the vehicle reaches to its destination. In this paper, our focus is on developing an unmanned conveyance system by exploiting low-cost sensing technology for indoor factories or warehouses, where the moving range of the vehicle is limited. To this end, we propose an architecture of a scalable automated conveyance system. Our proposed system includes a number of unmanned conveyance vehicles, and the efficient control mechanism of the vehicles without neither conflicts nor deadlock between the vehicles being simultaneously moved. By implementing the real prototype of the system, we successfully verify the efficiency and functionality of the proposed system.

Water Jet Experiment of Automatic Fire-tracking Water Cannon Facility combined with Indoor Hydrant Facility in Road Tunnels (도로터널의 옥내소화전설비 겸용 자동화점추적 방수총설비의 방수실험)

  • Kim, Chang-Yong;Kong, Ha-Sung
    • Fire Science and Engineering
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    • v.33 no.1
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    • pp.92-98
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    • 2019
  • To determine if water-jet nozzle moves and water jetting are effective according to the location of the fire, this study examined the automatic fire-tracking water cannon system and aan indoor hydrant system, such as water jet centered directivity, water jet range maintainability and water jet shape uniformity. First, an examination to find the center of fire accurately from this system design showed that the water jet centered test was accurate. Second, the water jet range test results showed that when water is jetted at the maximum water jet radius, the water jet shows an inaccurate result but within the allowable tolerance range. Finally, the water-jet shape test result confirmed that there are no problems in setting the block from the algorithm design.

Implementation of u-Care System Based on Multi-Sensor in u-Home Environment (u-Home 환경에서 멀티센서 기반 u-Care System 구현)

  • Lee, Hee-Jeong;Kang, Sin-Jae;Jang, Hyung-Geun;Jeong, Chang-Won;Joo, Su-Chong
    • Journal of Internet Computing and Services
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    • v.12 no.2
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    • pp.135-147
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    • 2011
  • As the number of elderly people living alone has been increasing in the recent years, systems for their safety have been required, and some related services or pilot systems have been operating. These systems provide the monitoring service for the activities of the elderly people living alone with indoor location tracking technology using the various sensors. However, most systems provide services on expensive infrastructure such as attached tags and mobile devices. In this point, this paper attempts to suggest a system based on low cost sensors to collect event data in home environment. And a main characteristic of the system is that people can monitor the results of provided services through web browser in real time and the system can provide related context information to guardians and health care managers through SMS of mobile phone.