• Title/Summary/Keyword: Object Localization

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A Real-time Vehicle Localization Algorithm for Autonomous Parking System (자율 주차 시스템을 위한 실시간 차량 추출 알고리즘)

  • Hahn, Jong-Woo;Choi, Young-Kyu
    • Journal of the Semiconductor & Display Technology
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    • v.10 no.2
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    • pp.31-38
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    • 2011
  • This paper introduces a video based traffic monitoring system for detecting vehicles and obstacles on the road. To segment moving objects from image sequence, we adopt the background subtraction algorithm based on the local binary patterns (LBP). Recently, LBP based texture analysis techniques are becoming popular tools for various machine vision applications such as face recognition, object classification and so on. In this paper, we adopt an extension of LBP, called the Diagonal LBP (DLBP), to handle the background subtraction problem arise in vision-based autonomous parking systems. It reduces the code length of LBP by half and improves the computation complexity drastically. An edge based shadow removal and blob merging procedure are also applied to the foreground blobs, and a pose estimation technique is utilized for calculating the position and heading angle of the moving object precisely. Experimental results revealed that our system works well for real-time vehicle localization and tracking applications.

Absolute Positioning System for Mobile Robot Navigation in an Indoor Environment (ICCAS 2004)

  • Yun, Jae-Mu;Park, Jin-Woo;Choi, Ho-Seek;Lee, Jang-Myung
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1448-1451
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    • 2004
  • Position estimation is one of the most important functions for the mobile robot navigating in the unstructured environment. Most of previous localization schemes estimate current position and pose of mobile robot by applying various localization algorithms with the information obtained from sensors which are set on the mobile robot, or by recognizing an artificial landmark attached on the wall, or objects of the environment as natural landmark in the indoor environment. Several drawbacks about them have been brought up. To compensate the drawbacks, a new localization method that estimates the absolute position of the mobile robot by using a fixed camera on the ceiling in the corridor is proposed. And also, it can improve the success rate for position estimation using the proposed method, which calculates the real size of an object. This scheme is not a relative localization, which decreases the position error through algorithms with noisy sensor data, but a kind of absolute localization. The effectiveness of the proposed localization scheme is demonstrated through the experiments.

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Wireless Localization Technology Survey and Analysis (무선 측위 기술 조사 및 분석)

  • Kim, Chong-Tae
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.48 no.2
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    • pp.72-78
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    • 2011
  • Localization information of an object can be a very useful element for many application areas. Presently, GPS is typically used for it, but many researches on the wireless localization technology are going on recently actively using mobile communication network, wireless sensor network, and ad hoc network in order to overcome the limitations of the GPS such as indoor, cost, power consumption, and etc. Therefore, this article surveys the most representative wireless localization techniques, which can be deployed in the wireless networks, and their principles and performances are analyzed based on the researched papers. In a conclusion, selection of a localization technique should consider the key design elements to a given application from the design elements such as localization environment, accuracy, time to fix, computation amount, implementation ease, and etc.

An Advanced RFID Localization Algorithm Based on Region Division and Error Compensation

  • Li, Junhuai;Zhang, Guomou;Yu, Lei;Wang, Zhixiao;Zhang, Jing
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.4
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    • pp.670-691
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    • 2013
  • In RSSI-based RFID(Radio Frequency IDentification) indoor localization system, the signal path loss model of each sub-region is different from others in the whole localization area due to the influence of the multi-path phenomenon and other environmental factors. Therefore, this paper divides the localization area into many sub-regions and constructs separately the signal path loss model of each sub-region. Then an improved LANDMARC method is proposed. Firstly, the deployment principle of RFID readers and tags is presented for constructing localization sub-region. Secondly, the virtual reference tags are introduced to create a virtual signal strength space with RFID readers and real reference tags in every sub-region. Lastly, k nearest neighbor (KNN) algorithm is used to locate the target object and an error compensating algorithm is proposed for correcting localization result. The results in real application show that the new method enhances the positioning accuracy to 18.2% and reduces the time cost to 30% of the original LANDMARC method without additional tags and readers.

Range-Free Localization Method based on extended-APIT Test (확장된-APIT 테스트 기반의 거리 비종속 위치추정 기법)

  • Choi, Jung-Wook;Oh, Dong-Ik
    • Journal of KIISE:Information Networking
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    • v.37 no.6
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    • pp.431-443
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    • 2010
  • In this paper, we propose a range-free localization method that can improve the estimation accuracy of Approximate Point in Triangle(APIT), which is the representative localization method for low cost wireless sensor networks. Specifically, we propose extended-APIT(e-APIT) method, which minimizes the error in deciding whether an object is in an area formed by three beacons. We also propose a way to improve the localization by narrowing down the potential localization area using the signals from neighboring beacons. According to the simulation performed, the proposed e-APIT method demonstrated noticeable accuracy improvement over the conventional APIT method.

Localization of Labor Relations in Overseas Korean Company: A Case Study of PT. Miwon Indonesia (해외투자 한인기업 노사관계의 현지화: 미원인도네시아 사례연구)

  • JEON, Je Seong
    • The Southeast Asian review
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    • v.24 no.2
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    • pp.81-126
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    • 2014
  • Localization of overseas Korean companies has been regarded as one of vital tasks or strategies for decades. However, labor relations have not been the main object of Korean academic researchers. In this paper, I attempt to analyze strategies of localization in labor relations adopted by overseas Korean companies through a qualitative case study of PT. Miwon Indonesia, which has run business successfully for 40 years with recently achieved industrial peace. The company minimized Korean staffs and maximized Indonesian staffs. It pays more than minimum wage, and observes labor law when using outsourcing workers. The managers of the company recognize their labor union as management partner and support union activities through paying bonus for the union head and travel allowances for solidarity gatherings. There is no discrimination between plural unions. Furthermore, collective bargaining is led by indigenous managers according to the musyawarah, a local principle of bargaining. Therefore, PT. Miwon Indonesia could be regarded as a forerunner of localization in labor management among Korean companies in Indonesia. Miwon's case will serve a useful reference when discussing localization of labor management strategies.

Wall and Corner Recognition Method for Indoor Autonomous Mobile Robot (실내 자율주행 로봇을 위한 벽과 모퉁이 인식방법)

  • Lee, Man-Hee;Cho, Whang
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.529-531
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    • 2004
  • For localization, it is very important for an autonomous mobile robot to be able to recognize indoor environment and match an object it detect to an object within a map developed either online or offline. Given the map defining the locations of geometric beacons like wall and comer existing in the robot operation environment, this paper presents a stereo ultrasonic sensor based method that can be conveniently used in recognizing the geometric beacons. The stereo ultrasonic sensor used in the experiment consists of an ultrasonic transmitter and two ultrasonic receivers placed symmetrically about the transmitter. Experiment shows that the proposed method is more efficient in recognizing wall and coner than the conventional method of using multiple number of transmitter-receiver pairs.

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Implementation of Home Service Robot System consisting of Object Oriented Slave Robots (객체 지향적 슬레이브 로봇들로 구성된 홈서비스 로봇 시스템의 구현)

  • Ko, Chang-Gun;Ko, Dae-Gun;Kwan, Hye-Jin;Park, Jung-Il;Lee, Suk-Gyu
    • Proceedings of the KIEE Conference
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    • 2007.04a
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    • pp.337-339
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    • 2007
  • This paper proposes a new paradigm for cooperation of multi-robot system for home service. For localization of each robot. the master robot collects information of location of each robot based on communication of RFID tag on the floor and RFID reader attached on the bottom of the robot. The Master robot communicates with slave robots via wireless LAN to check the motion of robots and command to them based on the information from slave robots. The operator may send command to slave robots based on the HRI(Human-Robot Interaction) screened on masted robot using information from slave robots. The cooperation of multiple robots will enhance the performance comparing with single robot.

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A Study of the Localization and Classification of Target Using Ultrasonic Sensors (초음파 센서를 이용한 측정면의 분류와 위치 측정에 관한 연구)

  • Lim, Hee-Seop;Go, Min-Su;Lee, Eung-Hyuk;Hong, Seung-Hong
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.370-373
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    • 2002
  • This paper proposes a new measurement system determine the localization and the type of object which use only three ultrasonic sensors, one the transmitter, one the receiver and one transduce doing both transmitter and receiver. this system can classifies the type and determines the pose of the target object. it used the method of Pseudoamplitude Scan. So it significantly simple the sensing system and reduce the signal processing time so that the working environment can be recognized in real time.

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Indoor Environment Recognition Method for Indoor Autonomous Mobile Robot (실내 자율주행 로봇을 위한 실내 환경 인식방법)

  • Lee Man-Hee;Cho Whang
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.54 no.6
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    • pp.366-371
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    • 2005
  • For an autonomous mobile robot localization, it is very important for the robot to be able to recognize indoor environment and match a detected object to an object defined within a map developed either online or of offline. Given the map defining the locations of geometric beacons like wall and corner existing in the robot operation environment, this paper presents a stereo ultrasonic sensor based method practically applicable in recognizing the geometric beacons in real-time. The stereo ultrasonic sensor used in the experiment consists of an ultrasonic transmitter and two ultrasonic receivers placed symmetrically about the transmitter Experimental results are provided to demonstrate that the proposed method is more efficient in recognizing wall and coner than the conventional method of using multiple number of transmitter-receiver pairs.