• 제목/요약/키워드: Stabilized algorithm

검색결과 99건 처리시간 0.025초

동적 비디오 기반 안정화 및 객체 추적 방법 (A Method for Object Tracking Based on Background Stabilization)

  • 정훈조;이동은
    • 디지털산업정보학회논문지
    • /
    • 제14권1호
    • /
    • pp.77-85
    • /
    • 2018
  • This paper proposes a robust digital video stabilization algorithm to extract and track an object, which uses a phase correlation-based motion correction. The proposed video stabilization algorithm consists of background stabilization based on motion estimation and extraction of a moving object. The motion vectors can be estimated by calculating the phase correlation of a series of frames in the eight sub-images, which are located in the corner of the video. The global motion vector can be estimated and the image can be compensated by using the multiple local motions of sub-images. Through the calculations of the phase correlation, the motion of the background can be subtracted from the former frame and the compensated frame, which share the same background. The moving objects in the video can also be extracted. In this paper, calculating the phase correlation to track the robust motion vectors results in the compensation of vibrations, such as movement, rotation, expansion and the downsize of videos from all directions of the sub-images. Experimental results show that the proposed digital image stabilization algorithm can provide continuously stabilized videos and tracking object movements.

Prediction and control of buildings with sensor actuators of fuzzy EB algorithm

  • Chen, Tim;Bird, Alex;Muhammad, John Mazhar;Cao, S. Bhaskara;Melvilled, Charles;Cheng, C.Y.J.
    • Earthquakes and Structures
    • /
    • 제17권3호
    • /
    • pp.307-315
    • /
    • 2019
  • Building prediction and control theory have been drawing the attention of many scientists over the past few years because design and control efficiency consumes the most financial and energy. In the literature, many methods have been proposed to achieve this goal by trying different control theorems, but all of these methods face some problems in correctly solving the problem. The Evolutionary Bat (EB) Algorithm is one of the recently introduced optimization methods and providing researchers to solve different types of optimization problems. This paper applies EB to the optimization of building control design. The optimized parameter is the input to the fuzzy controller, which gives the status response as an output, which in turn changes the state of the associated actuator. The novel control criterion for guarantee of the stability of the system is also derived for the demonstration in the analysis. This systematic and simplified controller design approach is the contribution for solving complex dynamic engineering system subjected to external disturbances. The experimental results show that the method achieves effective results in the design of closed-loop system. Therefore, by establishing the stability of the closed-loop system, the behavior of the closed-loop building system can be precisely predicted and stabilized.

DASH 기반 멀티미디어 스트리밍 서비스에서 사용자 체감품질 향상을 위한 비트율 적응 기법 (A Video Bitrate Adaptation Algorithm for DASH-Based Multimedia Streaming Services to Enhance User QoE)

  • 서동은;장인선;백상헌
    • 한국통신학회논문지
    • /
    • 제39B권6호
    • /
    • pp.341-349
    • /
    • 2014
  • Dynamic adaptive streaming over HTTP (DASH)는 최근 주목받고 있는 스트리밍 기술이다. DASH 클라이언트는 연속적으로 가용 네트워크 대역폭을 측정하고, 이를 기반으로 향후 다운받을 비디오 세그먼트의 비트율을 결정한다. 본 고에서는 최소 재생 버퍼 레벨을 보존하여 가변적인 네트워크 환경에서도 사용자 체감 품질 저하를 야기하는 재생 끊김 현상, 재생 중 비디오 품질의 급격한 변화 등을 효율적으로 방지하는 비트율 적응 알고리즘인 QoE-enhanced adaptation algorithm over DASH (QAAD)를 제안한다. 또한 DASH 테스트베드 상에 QAAD와 재생 버퍼를 고려한 기존의 알고리즘 (즉, QDASH[9])을 구현하여 실험적으로 성능을 비교 및 분석하였다. 네트워크 환경이 급변하는 환경에서 실험을 수행한 결과, QDASH는 재생 끊김 현상 및 비디오 화질의 잦은 변화가 발생하는 반면, QAAD는 재생 끊김 없이 안정적인 비디오 화질을 제공하는 것을 확인할 수 있었다.

온도보상 기법을 적용한 디지털 방식의 사전 왜곡제거기 알고리듬 (Digital Predistortion Algorithm using Techniques of Temperature Compensation)

  • 고영은;방성일
    • 대한전자공학회논문지TC
    • /
    • 제42권9호
    • /
    • pp.1-10
    • /
    • 2005
  • 본 논문에서는 디지털 방식으로 온도에 의한 왜곡을 보상할 수 있는 사전왜곡제거기 알고리듬을 제안하였다. 사전왜곡제거 알고리듬은 입력레벨에 따른 시스템 비선형 왜곡뿐만 아니라 온도에 따른 왜곡의 보상성분을 산출하여 베이스밴드 영역의 디지털 신호를 사전 왜곡함으로써 발생하는 왜곡을 상쇄시키는 알고리듬이다. 이와 같은 알고리듬의 우수성을 증명하기 위해 Saleh의 고출력 증폭기 모델에 적용하여 컴퓨터 모의실험을 한 결과, 기존의 A&P PD 방식보다 P1dB는 약 0.5dBm 증가하였고, 위상천이는 약 $0.8^{o}$ 감소하였으며, 온도보상 기법을 적용한 사전왜곡제거기 로 증폭기의 PldB를 약 2dBm 개선하였고, 위상천이는 약$0.1^{o}$ 이하로 안정시켰다. 또한 이 증폭기에 UMTS 신호 샘플을 인가 시 온도보상 기법을 적용한 사전왜곡 제거기의 IMD3가 온도보상 기법을 적용하지 않은 경우보다 10dBm 감소하였으며, 왜곡제거기가 없는 신호보다 19dBm 감소시킴으로써 우수한 선형성을 보였다.

GMA 용접에 있어서 아크 안정화를 위한 퍼지제어기 개발에 관한 연구 (Development of Fuzzy Controller for Stabilizing the Arc State in Gas Metal Arc Welding)

  • 강문진;이세헌
    • 한국정밀공학회지
    • /
    • 제16권12호
    • /
    • pp.152-160
    • /
    • 1999
  • The weld quality of $CO_2$ arc welding is closely related to the arc stability. As the characteristics of the arc are excessively complex and nonlinear, it is not easy to make the arc model as mathematical form and to control the arc state to be stabilized. This paper was aimed to estimate the arc stability and to control for stabilizing the arc state in short circuit metal transfer mode of $CO_2$ arc welding. For these purposes, the behaviors of arc stability was investigated at different welding conditions using Mita's arc stability index, and the fuzzy control algorithm which uses the arc stability index as control imput and the arc voltage as control output was developed. In the control of the arc stability, the experiments of two cases were performed; the case of setting an initial welding voltage arbitrarily, the case of the step change in workpiece shape. Obtained results were as follows; Mita's arc stability index was able to be estimated qualitatively in the case of using the inverter type welding power source and the control performance for stabilizing the arc status was excellent in the case of existing step change disturbance.

  • PDF

최대전력점추적방법과 외부저항 제어 알고리즘을 이용한 미생물연료 전지의 전력생산 최대화 (Improvement of Power Generation of Microbial Fuel Cells using Maximum Power Point Tracking (MPPT) and Automatic Load Control Algorithm)

  • 송영은;김중래
    • KSBB Journal
    • /
    • 제29권4호
    • /
    • pp.225-231
    • /
    • 2014
  • A microbial fuel cell (MFC) and bioelectrochemical systems are novel bioprocesses which employ exoelectrogenic biofilm on electrode as a biocatalyst for electricity generation and various useful chemical production. Previous reports show that electrogenic biofilms of MFCs are time varying systems and dynamically interactive with the electrically conductive media (carbon paper as terminal electron acceptor). It has been reported that maximum power point tracking (MPPT) method can automatically control load by algorithm so that increase power generation and columbic efficiency. In this study, we developed logic based control strategy for external load resistance by using $LabVIEW^{TM}$ which increases the power production with using flat-plate MFCs and MPPT circuit board. The flat-plate MFCs inoculated with anaerobic digester sludge were stabilized with fixed external resistance from $1000{\Omega}$ to $100{\Omega}$. Automatic load control with MPPT started load from $52{\Omega}$ during 120 hours of operation. MPPT control strategy increased approximately 2.7 times of power production and power density (1.95 mW and $13.02mW/m^3$) compared to the initial values before application of MPPT (0.72 mW and $4.79mW/m^3$).

유연한 부속물을 가진 우주선의 적응제어 (Adaptive Control of Spacecraft with Elastic Appendages)

  • 이호진;이금원
    • 융합신호처리학회논문지
    • /
    • 제9권2호
    • /
    • pp.159-163
    • /
    • 2008
  • 본 논문에서는 유연모드 부속물을 갖는 우주선의 제어를 위해서 누스범 이득을 갖는 간단한 형태의 적응제어기를 제안한다. 이 방법은 전달함수에서 고주파 이득의 정보가 필요하지 않는다. 본 논문의 방법을 사용하여 피치각도가 목표치를 추종하는 중에, 아울러 유연모드의 안정화도 이룬다. 피치각과 피치각속도 성분만 사용하여 출력궤환제어기를 설계한다. 특히 모든 시스템 파라미터 및 고주파성분은 미지로 한다. 설계의 간편성을 위해서 선형함수만을 사용하여 설계한 제어기가 전체 비선형시스템을 만족함을 시뮬레이션을 통하여 보이고, 그 근거도 설명한다. Lyapunov 함수를 구성하여 제안한 방법의 안정성을 증명하고, MATLAB을 이용한 컴퓨터 시뮬레이션 결과를 제시하여 제안한 방법의 유용성을 증명한다.

  • PDF

무한원점의 성질을 이용한 포장 및 비포장 도로에서의 카메라 교정 파라메터 추정 (The estimation of camera calibration parameters using the properties of vanishing point at the paved and unpaved road)

  • 정준익;정명희;노도환
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2006년 학술대회 논문집 정보 및 제어부문
    • /
    • pp.178-180
    • /
    • 2006
  • In general, camera calibration has to be gone ahead necessarily to estimate a position and an orientation of the object exactly using a camera. Autonomous land system in order to run a vehicle autonomously needs a camera calibration method appling a camera and various road environment. Camera calibration is to prescribe the confrontation relation between third dimension space and the image plane. It means to find camera calibration parameters. Camera calibration parameters using the paved road and the unpaved road are estimated. The proposed algorithm has been detected through the image processing after obtaining the paved road and the unpaved road. There is able to detect easily edges because the road lanes exist in the raved road. Image processing method is two. One is a method on the paved road. Image is segmentalized using open, dilation, and erosion. The other is a method on the unpaved road. Edges are detected using blur and sharpening. So it has been made use of Hough transformation in order to detect the correct straight line because it has less error than least-square method. In addition to, this thesis has been used vanishing point' principle. an algorithm suggests camera calibration method using Hough transformation and vanishing point. When the algorithm was applied, the result of focal length was about 10.7[mm] and RMS errors of rotation were 0.10913 and 0.11476 ranges. these have the stabilized ranges comparatively. This shows that this algorithm can be applied to camera calibration on the raved and unpaved road.

  • PDF

횡단경사면에서 지능형 보행보조로봇의 직진성 향상 방안 연구 (The Study of Methods for Improve the Linearity of the Walking Assistant Robot to Move on Lateral Slopes)

  • 이원영;엄수홍;장문석;권오상;이응혁
    • 전자공학회논문지
    • /
    • 제50권1호
    • /
    • pp.261-268
    • /
    • 2013
  • 본 논문은 지능형 보행보조로봇이 횡단경사면주행에 있어 직진성 향상 알고리즘을 제안한다. 보행보조로봇은 횡단경사면주행시 로봇의 무게와 경사도에 의해 발생되어지는 회전모멘트의 영향을 받아 경로 이탈을 하게 된다. 이를 보정하기 위해 사용자가 입력하는 목표 회전각속도와 로봇의 회전각속도와의 비교를 통해 각 구동축에 가중치를 인가하는 알고리즘을 적용하였다. 제안한 보정 제어기를 실\제 보행보조로봇에 적용한 결과 횡단경사면 이동시 Yaw 축 이탈거리는 무보정 실험의 경우 발산하지만 Yaw 보정 알고리즘을 적용하였을 경우에는 이탈거리가 최대 20cm 이내로 안정적인 주행을 하는 것을 확인할 수 있었으며, 이탈거리 변화율 또한 300cm 이후 안정화되어 더 이상의 변화가 발생하지 않는 것을 확인할 수 있었다.

효율적인 전력선통신 라우팅 경로 탐색 기법 (An Efficient Routing Path Search Technique in Power Line Communication)

  • 서충기;김준하;정준홍
    • 전기학회논문지
    • /
    • 제67권9호
    • /
    • pp.1216-1223
    • /
    • 2018
  • As field of application of AMI, AMR uses the power line as the primary means of communication. PLC has a big merit without installation of the new network for communication in a field using the power line which is the existing equipment. However, there is a serious obstacle in commercialization for the instability by noise and communication environment. Therefore, the technical method for maintaining the communication state which overcome such demerit and was stabilized is required essentially. PLC routing technology is applied with the alternative plan now. The routing technology currently managed by field includes many problems by applying the algorithm of an elementary level. PLC routing path search problem can be modeled with the problem of searching for optimal solution as similar to such as optimal routing problem and TSP(Travelling salesman problem). In this paper, in order to search for a PLC routing path efficiently and to choose the optimal path, GA(Genetic Algorithm) was applied. Although PLC was similar in optimal solution search as compared with typical GA, it also has a difference point by the characteristic of communication, and presented the new methodology over this. Moreover, the validity of application technology was verified by showing the experimental result to which GA is applied and analyzing as compared with the existing algorithm.