• Title/Summary/Keyword: location tracking simulation

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Leak Detection and Location of Gas Pipelines Based on a Strong Tracking Filter

  • Zhao, Q.;Zhou, D.H.
    • Transactions on Control, Automation and Systems Engineering
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    • v.3 no.2
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    • pp.89-94
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    • 2001
  • This paper presents an approach to leak detection and location of gas pipelines based on a strong tracking filter(STF). The STF has strong robustness against model uncertainties, which will deteriorate the performance of the extended Kalman filter. Hence, much faster and more accurate leak detection and location has been obtained. Computer simulation results demonstrate the effective-ness of the proposed approach.

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A Location Tracking Strategy with Spatial Locality in Personal Communication Networks (개인휴대 통신망에서 공간적 국부성을 이용한 위치추적 방법)

  • Lee, Jong-Min;Kwon, Bo-Seob;Maeng, Seung-Ryoul
    • The KIPS Transactions:PartC
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    • v.10C no.2
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    • pp.191-198
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    • 2003
  • Location tracking is used to keep track of the location information of a mobile terminal in an idle state for a call setup between mobile terminals. In this paper, we introduce a new location tracking strategy that utilizes spatial locality to have better performance than a movement based location tracking strategy. We reduce a lot of unnecessary location updates by updating the location information of a mobile terminal using the virtual movement path, which is generated after removing spatial localities in the actual movement path. Simulation results show that the proposed strategy greatly reduces the overall location tracking cost.

Development of Simulation System For Real-Time Location Tracking In Global Shipping Logistics (글로벌 해운물류 실시간 위치 추적 시뮬레이션 시스템 개발)

  • Park, Byung-Kwon;Choi, Hyung-Rim;Kim, Chae-Soo;Lee, Kang-bae;Park, Min-Seon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.5
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    • pp.1235-1242
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    • 2015
  • In global shipping logistics, it is important for users to keep track of the location of their continuously moving cargos. Analyzing the GPS data stream coming from the tag which is attached to the cargo, we are able to keep track of the cargo location in terms of going into or out of a certain logistics area using the information of the spatial relationship change between the tag and the logistics area. In this paper, we propose a simulation system for measuring the precision and false alarm rate of the cargo location tracking algorithm which generates spatial events over the global logistics areas. Due to the difficulty of experiment with a real tag, we developed a tag emulator to create a virtual tag which operates exactly like a real tag. We show the cargo location tracking system works correctly with the tag emulator which communicates with it using the same protocol as the real tag.

Efficient Mobile Robot Localization through Position Tracking Bias Mitigation for the High Accurate Geo-location System (고정밀 위치인식 시스템에서의 위치 추적편이 완화를 통한 이동 로봇의 효율적 위치 추정)

  • Kim, Gon-Woo;Lee, Sang-Moo;Yim, Chung-Hieog
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.8
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    • pp.752-759
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    • 2008
  • In this paper, we propose a high accurate geo-location system based on a single base station, where its location is obtained by Time-of-Arrival(ToA) and Direction-of-Arrival(DoA) of the radio signal. For estimating accurate ToA and DoA information, a MUltiple SIgnal Classification(MUSIC) is adopted. However, the estimation of ToA and DoA using MUSIC algorithm is a time-consuming process. The position tracking bias is occurred by the time delay caused by the estimation process. In order to mitigate the bias error, we propose the estimation method of the position tracking bias and compensate the location error produced by the time delay using the position tracking bias mitigation. For accurate self-localization of mobile robot, the Unscented Kalman Filter(UKF) with position tracking bias is applied. The simulation results show the efficiency and accuracy of the proposed geo-location system and the enhanced performance when the Unscented Kalman Filter is adopted for mobile robot application.

Compressed Sensing-based Multiple-target Tracking Algorithm for Ad Hoc Camera Sensor Networks

  • Lu, Xu;Cheng, Lianglun;Liu, Jun;Chen, Rongjun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.3
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    • pp.1287-1300
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    • 2018
  • Target-tracking algorithm based on ad hoc camera sensor networks (ACSNs) utilizes the distributed observation capability of nodes to achieve accurate target tracking. A compressed sensing-based multiple-target tracking algorithm (CSMTTA) for ACSNs is proposed in this work based on the study of camera node observation projection model and compressed sensing model. The proposed algorithm includes reconfiguration of observed signals and evaluation of target locations. It reconfigures observed signals by solving the convex optimization of L1-norm least and forecasts node group to evaluate a target location by the motion features of the target. Simulation results show that CSMTTA can recover the subtracted observation information accurately under the condition of sparse sampling to a high target-tracking accuracy and accomplish the distributed tracking task of multiple mobile targets.

Location and Direction Tracking of Small UAVs on Occlusion Area in Moving Surveillance System (이동보안시스템에서 폐색영역에서의 소형무인비행체 위치 및 방향 추적)

  • Moon, Yong-Ho;Cheon, Seung-Hyeon;Ha, Seok-Wun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.10 no.5
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    • pp.317-324
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    • 2015
  • In his paper, we propose the graphic-based direction tracking system that be able to detect the current location and direction of the flight object and virtually run the pointing to the flight direction when a small UAV is located in the occlusion area behind buildings or obstacles in the moving surveillance systems. Based on the experimental results about the simulation flight path extracted from the Mission Planner we found the proposed system operates the desired flight mission effectively in tracking.

The study on target tracking filter using interacting multiple model for tracking maneuvering target (기동표적 추적을 위한 상호작용다수모델 추적필터에 관한 연구)

  • Kim, Seung-Woo
    • Journal of IKEEE
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    • v.11 no.4
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    • pp.137-144
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    • 2007
  • Fire Control System(FCS) errors can be classified as hardware errors and software errors, and one of the software errors is from target tracking filter which estimates target's location, velocity, acceleration, and so on. It affects function of ballistic calculation equipment significantly. For gun to form predicted hitting point accurately and enhance hitting rate, we need status information of target's future location. Target tracking filter algorithms consist of Single Singer Model, Fixed Gain filter algorithm, IMM, PBIMM and so on. This paper will design IMM tracking filer, which is going to be! applied to domestic warship. Target tracking filter using CV model, Song model and CRT model for IMM tracking filter is made, and tracking ability is analyzed through Monte-Carlo simulation.

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A Study for Path Tracking of Vehicle Robot Using Ultrasonic Positioning System (초음파 위치 센서를 이용한 차량 로봇의 경로 추종에 관한 연구)

  • Yoon, Suk-Min;Yeu, Tae-Kyeong;Park, Soung-Jea;Hong, Sup;Kim, Sang-Bong
    • Proceedings of the KSME Conference
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    • 2008.11a
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    • pp.795-800
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    • 2008
  • The paper presents research for the established experiment environment of multi vehicle robot, localization algorithm that is based on vehicle control, and path tracking. The established experiment environment consists of ultrasonic positioning system, vehicle robot, server and wireless module. Ultrasonic positioning system measures positioning for using ultrasonic sensor and generates many errors because of the influence of environment such as a reflection of wall. For a solution of this fact, localization algorithm is proposed to determine a location using vehicle kinematics and selection of a reliable location data. And path tracking algorithm is proposed to apply localization algorithm and LOS, finally, that algorithms are verified via simulation and experimental

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Face Detection Tracking in Sequential Images using Backpropagation (역전파 신경망을 이용한 동영상에서의 얼굴 검출 및 트래킹)

  • 지승환;김용주;김정환;박민용
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1997.11a
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    • pp.124-127
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    • 1997
  • In this paper, we propose the new face detection and tracking angorithm in sequential images which have complex background. In order to apply face deteciton algorithm efficently, we convert the conventional RGB coordiantes into CIE coordonates and make the input images insensitive to luminace. And human face shapes and colors are learned using ueural network's backpropagation. For variable face size, we make mosaic size of input images vary and get the face location with various size through neural network. Besides, in sequential images, we suggest face motion tracking algorithm through image substraction processing and thresholding. At this time, for accurate face tracking, we use the face location of previous. image. Finally, we verify the real-time applicability of the proposed algorithm by the simple simulation.

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Reduction of Location Update Traffic Using Virtual Layer in PCS (개인 이동 통신 상에서 가상 계층을 이용한 위치 갱신 트래픽의 감소)

  • 정대우;추현승;윤희용;박경린
    • Journal of the Korea Society for Simulation
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    • v.10 no.2
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    • pp.47-60
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    • 2001
  • In mobile wireless network efficient location management for tracking and finding mobile users is a critical issue. The traffic for location update can be excessive, especially at the base stations that are near to the location area (LA) boundaries. In this paper we propose a new location update scheme which can significantly reduce the signaling traffic for location update. It is based on the virtual layer approach employing SubMSCs. The virtual layer is laid upon the original layer of LAs such that the mobile terminals moving around the boundary cells of adjacent LAs become to move within a virtual LA. As a result, the location update traffic is substantially reduced compared to overlapping scheme which is the most recent and efficient location update scheme.

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