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ANN based Indoor Localization Method using the Movement Pattern of Indoor User (사용자 이동 패턴 정보를 이용한 인공신경망 기반 실내 위치 추정 방법)

  • Seo, Jae-Hee;Chun, Sebum;Heo, Moon-Beom
    • Journal of Advanced Navigation Technology
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    • v.23 no.6
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    • pp.526-534
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    • 2019
  • Localization methods using radio signals should obtain range measurements from three or more anchors. However, a typical building consists of narrow, long hallways and corners, making it difficult to secure more than three light of sight anchors. The result is a multi-modal solution that makes it difficult to estimate the user's location. In order to overcome this problem, this paper proposes a method for estimating the location using artificial neural networks. Using the artificial neural network, even if a multi-modal solution occurs, the position can be estimated by acquiring user movement pattern information based on accumulated range measurements. The method does not require any additional equipment or sensors, and only anchor-based range measurements can estimate the user's location. In order to verify the proposed method, location estimation tests were performed in situations where the multi-modal solution occurred by installing an insufficient number of anchors in a building. As a result, it was confirmed that the location can be estimated even when the number of anchors is insufficient.

Systematic Error Correction of Sea Surveillance Radar using AtoN Information (항로표지 정보를 이용한 해상감시레이더의 시스템 오차 보정)

  • Kim, Byung-Doo;Kim, Do-Hyeung;Lee, Byung-Gil
    • Journal of Navigation and Port Research
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    • v.37 no.5
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    • pp.447-452
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    • 2013
  • Vessel traffic system uses multiple sea surveillance radars as a primary sensor to obtain maritime traffic information like as ship's position, speed, course. The systematic errors such as the range bias and the azimuth bias of the two-dimensional radar system can significantly degrade the accuracy of the radar image and target tracking information. Therefore, the systematic errors of the radar system should be corrected precisely in order to provide the accurate target information in the vessel traffic system. In this paper, it is proposed that the method compensates the range bias and the azimuth bias using AtoN information installed at VTS coverage. The radar measurement residual error model is derived from the standard error model of two-dimensional radar measurements and the position information of AtoN, and then the linear Kalman filter is designed for estimation of the systematic errors of the radar system. The proposed method is validated via Monte-Carlo runs. Also, the convergence characteristics of the designed filter and the accuracy of the systematic error estimates according to the number of AtoN information are analyzed.

Wind Tunnel Test for the Propeller Performance of the High Altitude UAV (고고도 무인기용 프로펠러 성능특성 풍동시험)

  • Cho, Teahwan;Kim, Yangwon;Park, Donghun
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.46 no.3
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    • pp.189-196
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    • 2018
  • Propeller performance measurement system for high altitude UAV was designed and applied to the wind tunnel test for 2 propeller models with a diameter around 1 m. Mechanical power of the propeller was directly measured by using the torque sensor installed on the rotating axis. The thrust of whole operation body including the propeller was measured by thrust road cell. The guide rail system was suggested to reduce the weight influence of operation body on the thrust road cell. The influence of each measured variables on the aerodynamic coefficients was studied with the repeatability and uncertainty analysis. This analysis result shows that the accuracies of the road cell and the wind velocity were major factors for the thrust coefficient. Propeller performance with typical RPM was measured with various wind speeds and the test results was summarized by performance coefficients for 5 different RPM.

High Accurate Cup Positioning System for a Coffee Printer (커피 프린터를 위한 커피 잔 정밀 측위 시스템)

  • Kim, Heeseung;Lee, Jaesung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.10
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    • pp.1950-1956
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    • 2017
  • In food-printing field, precise positioning technique for a printing object is very important. In this paper, we propose cup positioning method for a latte-art printer through image processing. A camera sensor is installed on the upper side of the printer, and the image obtained from this is projected and converted into a top-view image. Then, the edge lines of the image is detected first, and then the coordinate of the center and the radius of the cup are detected through a Circular Hough transformation. The performance evaluation results show that the image processing time is 0.1 ~ 0.125 sec and the cup detection rate is 92.26%. This means that a cup is detected almost perfectly without affecting the whole latte-art printing time. The center point coordinates and radius values of cups detected by the proposed method show very small errors less than an average of 1.5 mm. Therefore, it seems that the problem of the printing position error is solved.

Integrated Manpower Information Systems on Construction Site - Using RFID and QR-Code - (RFID와 QR-코드를 활용한 건설현장 통합노무정보관리 효율화 체계 구축)

  • Choi, Yun-Gil;Yoon, Su-Won;Chin, Sang-Yoon
    • Korean Journal of Construction Engineering and Management
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    • v.12 no.4
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    • pp.106-116
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    • 2011
  • It is very important to collect and manage labor information in the construction industry that is labor-intensive. Although research and cases that utilize RFID are increasing for more effective labor management, labor management is limited to the checking-in and -out information management at the entrance of a construction site due to high expense of an RFID reader. Labor and safety information is still managed based on the redundant process that is hand-written in a book and re-input of information by using a personnel-computer. Therefore, the objective of this paper is to develop more effective and efficient process for labor information record and management. This paper presents a prototype application that supports integrated labor information management by incorporating QR-code into RFID-based labor management system and verifies the application through a pilot test and comparison with the existing labor management syste.

Development of Realtime Bridge Safety Monitoring System (실시간 교량 안전감시시스템 개발)

  • Nam, Myung-Woo;Yang, Ok-Yul;Lee, Young-Seock;Oh, Myung-Kwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.1
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    • pp.79-84
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    • 2010
  • In this paper, we developed the BMSWare(Bridge Management System Middleware) for bridge safety surveillance in real time processing. The developed system operates on web and considers the general monitoring application for bridges. In various environments in geographical location of bridge, it can obtain reliably data from various logger and sensors without re-programming. The main functions of the developed system include the acquisition, processing, backup and transmission of the collected sensor data. It was proved to be the safety and effectiveness by application of Mooyeong bridge.

Video Digital Doorlock System for Recognition and Transmission of Approaching Objects (접근객체 인식 및 전송을 위한 영상 디지털 도어락 시스템 설계)

  • Lee, Sang-Rack;Park, Jin-Tae;Woo, Byoung-Hyoun;Choi, Han-Go
    • KIPS Transactions on Software and Data Engineering
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    • v.3 no.6
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    • pp.237-242
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    • 2014
  • Current digital door lock systems are mainly designed for users' convenience, so they have weakness in security. Thus, this paper suggests a video digital doorlock system grouped with a relay device, a server, and a digital doorlock with a camera, sensors, and communication modules, which is detecting or recognizing objects approaching to the front of the door lock system and sending images and door-opening information to users' smart devices. Experiments showed that the suggested system has 96~98% recognition rate of approaching objects and requires 17.1~23.9 seconds for transmission on average, depending on network systems. Therefore, the system is thought to have enough capability for real time security response by monitoring the front area of the doorlock system.

Crack Initiation and Temperature Variation Effects on Self-sensing Impedance Responses of FRCCs (FRCCs의 자가센싱 임피던스 응답에 미치는 균열 발생 및 온도 변화 영향성)

  • Kang, Myung-Soo;Kang, Man-Sung;Lee, Han Ju;Yim, Hong Jae;An, Yun-Kyu
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.22 no.3
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    • pp.69-74
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    • 2018
  • Fiber-Reinforced Cementitious Composites (FRCCs) have electrical conductivity by inserting reinforced conductive fibers into a cementitious matrix. Such characteristic allows us to utilize FRCCs for crack monitoring of a structure by measuring electrical responses without sensor installation. However, the electrical responses are often sensitively altered by temperature variation as well as crack initiation. The temperature variation may disturb crack detection on the measured electrical responses. Moreover, as sensing probes for measuring electrical reponses increase, undesired contact noises are often augmented. In this paper, a self-sensing impedance circuit is specially designed for reducing the number of sensing probes. The crack initiation and temperature variation effects on the self-sensing impedance responses of FRCCs are experimentally investigated using the self-sensing impedance circuit. The experiment results reveal that the electrical impedance response are more sensitively changed due to temperature variation than crack initiation.

Positioning Recognition and Speed Control of Moving Robot at Indoor (실내 이동 로봇의 위치 인식 및 속도 제어에 관한 연구)

  • Shin, Wee-Jae;Jeong, Rae-Won
    • Journal of the Institute of Convergence Signal Processing
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    • v.11 no.1
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    • pp.88-91
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    • 2010
  • In this paper, We are composed the position recognition and speed control using the moving robot in the shield Room with a RF Module and Ultrasonic Sensors. Double look up tables are selected a reference value/duty ratio. The moving robot with the dual fuzzy rules which can decrease a Conversion time than basic fuzzy control rules at start point and curve region. Also, a changing times of double look up table are rise at specific points b1,c1,d1 in the e-${\Delta}e$ phase plane and the one of the look up table is used which for increase rising time at transition area, the other used for rapidly conversion to the reference value. We verified that a dual fuzzy control rules get the good response compare with the basic fuzzy control rule.

Development of Chair Backrest for Non-intrusive Simultaneous Measurement of ECG and BCG (심전도와 심탄도의 무구속적 동시 측정을 위한 의자 등받이 개발)

  • Lim, Yong-Gyu
    • Journal of the Institute of Convergence Signal Processing
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    • v.19 no.3
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    • pp.104-109
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    • 2018
  • A non-intrusive ECG and BCG measurement system is introduced. The system is built on a auxiliary backrest of a chair. The developed system is aimed to non-intrusive assessment of cardiovascular dynamic indices such as pulse arrival time(PAT) and pre-ejection period (PEP). In the system, capacitive active electrodes and capacitive grounding were used for the non-intrusive indirect-contact ECG measurement, and EMFi pressure sensor was used for the non-intrusive BCG measurement. The capacitive active electrodes and the EMFi sensor were attached on the backrest. Using the system, ECG and BCG were successfully acquired. The measured BCG showed peaks that following ECG R peaks. It was shown that the time interval between Q wave in ECG and first peak in BCG correlates Pre-ejection period measured by impedance-cardiogram. The results showed that the introduced system can be used for the non-intrusive various cardiovascular information including ECG, PAT, PEP.