• 제목/요약/키워드: dual localization

검색결과 38건 처리시간 0.028초

iGS와 듀얼 컴퍼스를 이용한 고속 이동로봇의 정밀 위치 인식기법 (A Precise Localization Method for a High Speed Mobile Robot using iGS and Dual Compass)

  • 장원석;이장명
    • 제어로봇시스템학회논문지
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    • 제16권12호
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    • pp.1182-1188
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    • 2010
  • This paper proposes a precise localization algorithm for a quickly moving mobile robot. In order to localize a mobile robot with active beacon sensors, a relatively long time is needed, since the distance to the beacon is measured using the flight time of the ultrasonic signal. The measurement time does not cause a high error rate when the mobile robot moves slowly. However, with an increase of the mobile robot's speed, the localization error becomes too high to use for accurate mobile robot navigation. Therefore, in this research into high speed mobile robot operations, instead of using two active beacons for localization an active beacon and dual compass are utilized to localize the mobile robot. This new approach resolves the high localization error caused by the speed of the mobile robot. The performance of the precise localization algorithm was verified by comparing it to the conventional method through real-world experiments.

이중대역 AP를 이용한 LOS/NLOS 판별 및 실내 위치 측위 기술 (Indoor Wi-Fi Localization with LOS/NLOS Determination Scheme Using Dual-Band AP)

  • 김강호;이석규;정종택;유승호;김황남
    • 한국통신학회논문지
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    • 제40권8호
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    • pp.1643-1654
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    • 2015
  • IEEE 802.11n의 표준화와 더불어 2.4GHz와 5GHz대역을 모두 사용하는 AP가 개인과 통신 사업자에 의하여 널리 보급되고 있다. 더불어 실내 위치 측위 등의 분야에서 위치 측정의 정확도 향상을 이유로 line-of-sight (LOS)와 non-line-of-sight (NLOS)를 분간하는 기술에 대한 요구가 증가하고 있다. 본 논문은 주파수 대역에 따른 전파 감쇠 특성의 차이를 이용하여 AP와 사용자 사이의 LOS와 NLOS여부를 식별 하고자 하였으며, 해당 기술에 기반 하여 실내 위치를 측정하는 시스템을 설계 하고자 하였다. 본 논문에서 제안하는 LOS/NLOS 판별 알고리즘은 AP로부터의 거리가 알려지지 않은 상황에서도 LOS/NLOS를 판별 할 수 있다는 강점을 갖으며, 실내 위치 측위 알고리즘은 방 단위에서의 정확한 위치 측위를 가능하게 한다는 강점을 갖는다. 제안 기술을 Android 어플리케이션으로 구현하였으며, 스마트폰을 이용한 실험 결과를 제시함으로써 타당성을 입증하였다.

웨이블릿 영역에서 회전 불변 에너지 특징을 이용한 이중 브랜치 복사-이동 조작 검출 네트워크 (Dual Branched Copy-Move Forgery Detection Network Using Rotation Invariant Energy in Wavelet Domain)

  • 박준영;이상인;엄일규
    • 대한임베디드공학회논문지
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    • 제17권6호
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    • pp.309-317
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    • 2022
  • In this paper, we propose a machine learning-based copy-move forgery detection network with dual branches. Because the rotation or scaling operation is frequently involved in copy-move forger, the conventional convolutional neural network is not effectively applied in detecting copy-move tampering. Therefore, we divide the input into rotation-invariant and scaling-invariant features based on the wavelet coefficients. Each of the features is input to different branches having the same structure, and is fused in the combination module. Each branch comprises feature extraction, correlation, and mask decoder modules. In the proposed network, VGG16 is used for the feature extraction module. To check similarity of features generated by the feature extraction module, the conventional correlation module used. Finally, the mask decoder model is applied to develop a pixel-level localization map. We perform experiments on test dataset and compare the proposed method with state-of-the-art tampering localization methods. The results demonstrate that the proposed scheme outperforms the existing approaches.

Г-DEVIATION AND LOCALIZATION

  • Albu, Toma;Teply, Mark L.
    • 대한수학회지
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    • 제38권5호
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    • pp.937-954
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    • 2001
  • This paper is a natural continuation of [2], [3], [4] and [5]. Localization techniques for modular lattices are developed. These techniques are applied to study liftings of linear order types from quotient lattices and to find Г-dense sets in certain lattices without Г-deviation in the sense of [4], where Г is a set of indecomposable linear order types.

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Multi-Objective Optimization for a Reliable Localization Scheme in Wireless Sensor Networks

  • Shahzad, Farrukh;Sheltami, Tarek R.;Shakshuki, Elhadi M.
    • Journal of Communications and Networks
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    • 제18권5호
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    • pp.796-805
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    • 2016
  • In many wireless sensor network (WSN) applications, the information transmitted by an individual entity or node is of limited use without the knowledge of its location. Research in node localization is mostly geared towards multi-hop range-free localization algorithms to achieve accuracy by minimizing localization errors between the node's actual and estimated position. The existing localization algorithms are focused on improving localization accuracy without considering efficiency in terms of energy costs and algorithm convergence time. In this work, we show that our proposed localization scheme, called DV-maxHop, can achieve good accuracy and efficiency. We formulate the multi-objective optimization functions to minimize localization errors as well as the number of transmission during localization phase. We evaluate the performance of our scheme using extensive simulation on several anisotropic and isotropic topologies. Our scheme can achieve dual objective of accuracy and efficiency for various scenarios. Furthermore, the recently proposed algorithms require random uniform distribution of anchors. We also utilized our proposed scheme to compare and study some practical anchor distribution schemes.

Structured Light 기법을 이용한 이동 로봇의 상대 위치 추정 알고리즘 연구 (A Study on the Relative Localization Algorithm for Mobile Robots using a Structured Light Technique)

  • 노동기;김곤우;이범희
    • 제어로봇시스템학회논문지
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    • 제11권8호
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    • pp.678-687
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    • 2005
  • This paper describes a relative localization algorithm using odometry data and consecutive local maps. The purpose of this paper is the odometry error correction using the area matching of two consecutive local maps. The local map is built up using a sensor module with dual laser beams and USB camera. The range data form the sensor module is measured using the structured lighting technique (active stereo method). The advantage in using the sensor module is to be able to get a local map at once within the camera view angle. With this advantage, we propose the AVS (Aligned View Sector) matching algorithm for. correction of the pose error (translational and rotational error). In order to evaluate the proposed algorithm, experiments are performed in real environment.

콘크리트의 변형률 국소화 및 진행성 파괴에 관한 연구 (Study on Strain Localization and Progressive Failure of Concrete)

  • 송하원;김형운;우승민
    • 콘크리트학회논문집
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    • 제11권3호
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    • pp.181-192
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    • 1999
  • The progressive failure following strain localization in concrete can be analyzed effectively using finite element modeling of fracture process zone of concrete with a finite element embedded discontinuity. In this study, a finite element with embedded discontinuous line is utilized for the analysis of progressive failure in concrete. The finite element with embedded discontinuity is a kind of discrete crack element, but the difficulties in discrete crack approach such as remeshing or adding new nodes along with crack growth can be avoided. Using a discontinuous shape function for this element, the displacement discontinuity is embedded within an element and its constitutive equation is modeled from the modeling of fracture process zone. The element stiffness matrix is derived and its dual mapping technique for numerical integration is employed. Then, a finite element analysis program with employed algorithms is developed and failure analysis results using developed finite element program are verified through the comparison with experimental data and other analysis results.