• 한국항공우주학회지
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• 제39권9호
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• pp.848-857
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• 2011

영상센서 기반의 충돌회피 시스템을 구성하기 위해서는 수 픽셀 이내의 낮은 신호대잡음비 환경에서 다수의 표적을 탐지할 수 있는 알고리듬이 필요하다. 이처럼 영상 내에서 희미하게 나타나는 잠재적인 표적과 잡음을 구분하기 위한 방법으로서 연속적인 영상 정보를 효율적으로 처리하는 Track-Before-Detect (TBD) 알고리듬이 연구되고 있다. 본 논문에서는 기존의 TBD 알고리듬을 확장하여 다수 표적 탐지 요구조건을 만족시키기 위한 두 가지 방식의 기법을 제시하였다. 첫 번째 방식은 동적 계획법과 K-평균 클러스터링 기법에 기반을 두고 있으며 두 번째 방식은 은닉 마르코프 모델에 Sub-Window 기법을 적용하였다. 제안한 방식의 성능 및 차이점은 수치해석 결과를 통해 분석하였다.

• 한국전자파학회논문지
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• 제27권3호
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• pp.317-325
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• 2016

본 논문은 추적-후-탐지 처리(TBD: Track Before Detect)를 위한 레이더용 파티클 필터(Particle filter)에 대해서 기술한다. TBD 기법은 강한 클러터 환경, 작은 RCS 타겟 및 스텔스 타겟 등으로 인해 타겟 탐지가 어려운 경우(낮은 SNR)에 적용하는 기술이다. 특히 파티클 필터는 재귀적 TBD(Recursive TBD) 알고리즘 구현에 적합하고, 비선형 모델을 가우시안 선형 모델로 근사화해서 추정하는 칼만 필터 대비, 상대적으로 개선된 정확도를 갖는다. 본 논문에서는 다수의 관측값(클러터 포함)들이 동시에 수신될 때, 신호강도-거리-도플러 정보를 활용하여 파티클 필터 가중치를 직접 계산 및 갱신하는 방식을 제안한다. 성능 분석을 위해 가상의 레이더 시뮬레이션 사니리오를 설정하고, 제안하는 파티클 필터를 적용하여 추적 필터의 추정오차를 분석한다.

• International Journal of Aeronautical and Space Sciences
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• 제13권1호
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• pp.99-105
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• 2012

Track-before-detect techniques based on dynamic programming have provided solutions for detecting targets from a sequence of images. In its application to airborne threat detection, dynamic programming solutions should take into account the distinguishable properties of objects in a collision course. This paper describes the development of a new track scoring function that accumulates scores for airborne targets in Bayesian framework. Numerical results show that the proposed scoring function has slightly better detection capabilities.

• 한국군사과학기술학회지
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• 제23권3호
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• pp.204-212
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• 2020

For general target tracking works by receiving a set of measurements from sensor. However, if the SNR(Signal to Noise Ratio) is low due to small RCS(Radar Cross Section), caused by remote small targets, the target's information can be lost during signal processing. TBD(Track Before Detect) is an algorithm that performs target tracking without threshold for detection. That is, all sensor data is sent to the tracking system, which prevents the loss of the target's information by thresholding the signal intensity. On the other hand, using all sensor data inevitably leads to computational problems that can severely limit the application. In this paper, we propose an iterative Joint Integrated Probabilistic Data Association as a practical target tracking technique suitable for a low SNR multi-target environment with real time operation capability, and verify its performance through simulation studies.

• ETRI Journal
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• 제39권1호
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• pp.124-134
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• 2017

Data races are one of the most difficult types of bugs in concurrent multithreaded systems. It requires significant time and cost to accurately detect bugs in complex large-scale programs. Although many race detection techniques have been proposed by various researchers, none of them are effective in all aspects. In this paper, we compare the performance of five recent dynamic race detection techniques: FastTrack, Acculock, Multilock-HB, SimpleLock+, and causally precedes (CP) detection. We experimentally demonstrate the strengths and weaknesses of these dynamic race detection techniques in terms of their detection capability, running time, and runtime overhead using 20 benchmark programs with different characteristics. The comparison results show that the detection capability of CP detection does not differ from that of FastTrack, and that SimpleLock+ generates the lowest overhead among the hybrid detection techniques (Acculock, SimpleLock+, and Multilock-HB) for all benchmark programs. SimpleLock+ is 1.2 times slower than FastTrack on average, but misses one true data race reported from Mutilock-HB on the large-scale benchmark programs.

• 한국전자파학회논문지
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• 제21권11호
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• pp.1304-1310
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• 2010

낮은 고도로 접근하는 고속 표적을 탐지 및 추적하기 위해 사용하는 K 대역의 FMCW(Frequency Modulated Continuous Wave) 레이다의 송수신기 설계 방법을 제안한다. 송신기는 레이다 유효 반사 면적(RCS : Radar Cross Section)이 작은 표적의 추적 및 넓은 송신 안테나 빔 폭으로 인해 고출력이 요구되며, 수신기의 경우는 인터페로메타 방법을 이용하여 표적을 추적하기 위해 다채널 수신기가 요구된다. 송신기는 고출력 송신 증폭기와 도파관 스위치 및 주파수 상향 변환 기판으로 구성된다. 수신기는 5 채널 수신기, 중간 주파수 상향 및 하향 변환 모듈, X 대역 국부 발진기 및 파형 발생 모듈로 세분화 할 수 있다. 제안한 구조를 제작하기 전에 모델링 및 시뮬레이션 방법을 통해 여러 파라메타를 측정함으로써 가능성을 입증한다. 그리고 제안한 송수신기를 산업용 부품을 사용하여 제작하고 성능 파라메타를 측정하였다. 그 결과, 송신기 출력은 39.64 dBm, 수신기 이득은 29.1 dB이며, 그 외 모든 설계 요구 조건을 만족함을 입증하였다.

• 한국군사과학기술학회지
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• 제16권4호
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• pp.523-536
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• 2013

A recent air defense missile system is required to have a capability to intercept short-range super-high speed targets such as tactical ballistic missile(TBMs) by performing engagement control efficiently. Since flight time and distance of TBM are very short, the missile defense system should be ready to engage a TBM as soon as it takes an indication of the TBM launch. As a result, it has to predict TBM trajectory accurately with cueing information received from an early warning system, and designate search direction and volume for own radar to detect/track TBM as fast as it can, and also generate necessary engagement information. In addition, it is needed to engage TBM accurately via transmitting tracked TBM position and velocity data to the corresponding intercept missiles. In this paper, we proposed a method to estimate TBM trajectory based on the Kepler's law for the missile system to detect and track TBM using the cueing information received before the TBM arrives the apogee of the ballistic trajectory, and analyzed the bias of prediction error in terms of the transmission period of cueing data between the missile system and the early warning system.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2003년도 ICCAS
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• pp.1077-1081
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• 2003

In this paper, experimental studies of force tracking control for the crack sealing robot are presented. Crack sealing robot is built to detect, track and seal the crack on the pavement. Before sealing, crack must be detected by a laser sensor and a camera sensor, then cleaned for a better sealing job. In order to maintain contact with the ground force control is required to brush all dirt in the crack out for preparing sealing cracks with tars. Impedance control algorithm is presented to regulate a specified desired force. Experimental studies of the proposed force control algorithm are conducted under unknown environment stiffness and location. Performances of force control algorithm are stable and excellent.

• 천문학회보
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• 제46권2호
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• pp.78.1-78.1
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• 2021

A Lunar observatory not only provides ideas and experiences for space settlements from the Moon to Mars, but also puts the telescope in an optimal position to compete with space telescopes. Earth observation on the Moon's surface has the advantage of no atmospheric scattering or light pollution and is a stable fuel-free observation platform, allowing all longitude and latitude of the Earth to be observed for a month. Observing the entire globe with a single observation instrument, which has never been attempted before, and calculating the global albedo will significantly help predict the weather and climate change. Spectropolarimetric observations can reveal the physical and chemical properties of the Earth's atmosphere, track the global distribution and migration path of aerosols and air pollutants, and can also help detect very small space debris of which the risk has increased recently. In addition, the zodiacal light, which is difficult to observe from Earth, is very easy to observe from the lunar observatory, so it will be an opportunity to reveal the origin of the solar system and take a step closer to understanding the exoplanet system. In conclusion, building and developing a lunar observatory will be a groundbreaking study to become the world's leader that we have never tried before as a first step in expanding human experience and intelligence.

• International Journal of Advanced Culture Technology
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• 제4권4호
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• pp.81-86
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• 2016

In this paper, we propose a simple and effective vision-based tracking controller design for autonomous object tracking using multicopter. The multicopter based automatic tracking system usually unstable when the object moved so the tracking process can't define the object position location exactly that means when the object moves, the system can't track object suddenly along to the direction of objects movement. The system will always looking for the object from the first point or its home position. In this paper, PID control used to improve the stability of tracking system, so that the result object tracking became more stable than before, it can be seen from error of tracking. A computer vision and control strategy is applied to detect a diverse set of moving objects on Raspberry Pi based platform and Software defined PID controller design to control Yaw, Throttle, Pitch of the multicopter in real time. Finally based series of experiment results and concluded that the PID control make the tracking system become more stable in real time.