• 제목/요약/키워드: Convergence Characteristic

검색결과 893건 처리시간 0.023초

A Noise Robust Adaptive Algorithm for Acoustic Echo Caneller

  • Lee, Young-Ho;Park, Jeong-Hoon;Park, Jang-Sik;Son, Kyong-Sik
    • 한국멀티미디어학회:학술대회논문집
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    • 한국멀티미디어학회 2003년도 춘계학술발표대회논문집
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    • pp.423-426
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    • 2003
  • Adaptive algorithm used in Acoustic Echo Canceller (AEC) needs fast convergence algorithm when reference signal is colored speech signal. Set-Membership Affine Projection (SMAP) algorithm is derived from the constraint, which is the minimum value adaptive filter coefficient error. In this paper, we test the characteristic about noise of the SMAP algorithm and proposed modified version of SMAP algorithm fur using at AEC. As the projection order increase, the convergence characteristic of the SMAP algorithm is improved where no noise space. But if the noise uncorrelated with input signal exists, the AEC shows bad performance. In this paper, we propose normalized version of adaptive constants using estimated error signal for robust to noise and show the good performance through AEC simulation.

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DC서보계에서 2중신경망을 이용한 확대 PID 제어기의 위치제어 (The Position Control Of Expended PID Controller Using Double-Layers Neural Network In DC Servo System)

  • 이정민;하홍곤
    • 융합신호처리학회 학술대회논문집
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    • 한국신호처리시스템학회 2000년도 하계종합학술대회논문집
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    • pp.105-108
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    • 2000
  • Many control techniques have been proposed in order to improve the control performance of discrete-time domain control system. In the position control system using a DC servo motor as a driver, the response-characteristic of system is controlled by the PID controller. In the PID control system, the transient response characteristic is more increased and settling time gets longer if gains of PID controller are unsuitable. In this paper, therefore, a expended PID control system is constructed by inserting a pre-compensator at output terminal of PID controller. It is implemented by using the double layers neural network. Form the results of computer simulation in the proposed control algorithm, its usefulness is verified.

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CNN 기반 특징맵 사용에 따른 특징점 가시화와 에러율 (Feature Visualization and Error Rate Using Feature Map by Convolutional Neural Networks)

  • 진태석
    • 한국산업융합학회 논문집
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    • 제24권1호
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    • pp.1-7
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    • 2021
  • In this paper, we presented the experimental basis for the theoretical background and robustness of the Convolutional Neural Network for object recognition based on artificial intelligence. An experimental result was performed to visualize the weighting filters and feature maps for each layer to determine what characteristics CNN is automatically generating. experimental results were presented on the trend of learning error and identification error rate by checking the relevance of the weight filter and feature map for learning error and identification error. The weighting filter and characteristic map are presented as experimental results. The automatically generated characteristic quantities presented the results of error rates for moving and rotating robustness to geometric changes.

An Enhanced Approach for a Prediction Method of the Propagation Characteristics in Korean Environments at 781 MHz

  • Jung, Myoung-Won;Kim, Jong Ho;Choi, Jae Ick;Kim, Joo Seok;Kim, Kyungseok;Pack, Jeong-Ki
    • ETRI Journal
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    • 제34권6호
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    • pp.911-921
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    • 2012
  • In high-speed wireless communications, an analysis of the propagation characteristics is an important process. Information on the propagation characteristics suitable for each environment significantly helps in the design of mobile communications. This paper presents the analysis results of radio propagation characteristics in outdoor environments for a new mobile wireless system at 781 MHz. To avoid the interference of Korean DTV broadcasting, we measure the channel characteristics in urban, suburban, and rural areas on Jeju Island, Republic of Korea, using a channel sounder and $4{\times}4$ antenna. The path loss (PL) measurement results differ from those of existing propagation models by more than 10 dB. To analyze the frequency characteristics for Korean propagation environments, we derive various propagation characteristic parameters: PL, delay spread, angular spread, and K-factor. Finally, we verify the validity of the measurement results by comparing them with the actual measurement results and 3D ray-tracing simulation results.

Implementation of a Radiation-hardened I-gate n-MOSFET and Analysis of its TID(Total Ionizing Dose) Effects

  • Lee, Min-Woong;Lee, Nam-Ho;Jeong, Sang-Hun;Kim, Sung-Mi;Cho, Seong-Ik
    • Journal of Electrical Engineering and Technology
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    • 제12권4호
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    • pp.1619-1626
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    • 2017
  • Electronic components that are used in high-level radiation environment require a semiconductor device having a radiation-hardened characteristic. In this paper, we proposed a radiation-hardened I-gate n-MOSFET (n-type Metal Oxide Semiconductors Field Effect Transistors) using a layout modification technique only. The proposed I-gate n-MOSFET structure is modified as an I-shaped gate poly in order to mitigate a radiation-induced leakage current in the standard n-MOSFET structure. For verification of its radiation-hardened characteristic, the M&S (Modeling and Simulation) of the 3D (3-Dimension) structure is performed by TCAD (Technology Computer Aided Design) tool. In addition, we carried out an evaluation test using a $Co^{60}$ gamma-ray source of 10kGy(Si)/h. As a result, we have confirmed the radiation-hardened level up to a total ionizing dose of 20kGy(Si).

스마트폰을 이용한 휴대용 색차계와 입도계 개발 (Development of Portable Colorimeter and Size Analyzer by Using Smartphone)

  • 유상규;박현민;김현구;김사염;송시몬
    • 한국가시화정보학회지
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    • 제17권3호
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    • pp.19-23
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    • 2019
  • The purpose of this research is to develop a facile measurement system for colorimetric analysis for zinc powder and size analyzer for zeolite particles in order to reduce the process time for their characteristic analysis. We present facile smartphone-based analysis methods to measure and estimate the size of zinc power by using colorimeteric method and the size of zeolite particles by using ImageJ program which is an open-source program. The results show a possibility of our methods to replace the previous professional analysis processes with them.

Analysis of Microwave-Induced Thermoacoustic Signal Generation Using Computer Simulation

  • Dewantari, Aulia;Jeon, Se-Yeon;Kim, Seok;Nikitin, Konstantin;Ka, Min-Ho
    • Journal of electromagnetic engineering and science
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    • 제16권1호
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    • pp.1-6
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    • 2016
  • Computer simulations were conducted to demonstrate the generation of microwave-induced thermoacoustic signal. The simulations began with modelling an object with a biological tissue characteristic and irradiating it with a microwave pulse. The time-varying heating function data at every particular point on the illuminated object were obtained from absorbed electric field data from the simulation result. The thermoacoustic signal received at a point transducer at a particular distance from the object was generated by applying heating function data to the thermoacoustic equation. These simulations can be used as a foundation for understanding how thermoacoustic signal is generated and can be applied as a basis for thermoacoustic imaging simulations and experiments in future research.

2차원 QAM 신호에서 CR-MMA와 FC-MMA 적응 등화 알고리즘의 성능 비교 (A Performance Comparison of CR-MMA and FC-MMA Adaptive Equalization Algorithm in 2 dimensional QAM Signal)

  • 임승각
    • 한국인터넷방송통신학회논문지
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    • 제18권1호
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    • pp.85-90
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    • 2018
  • 본 논문에서는 2차원 16-QAM 신호 전송시 채널에서 발생되는 찌그러짐을 보상하기 위한 CR-MMA(Constellation Reduction - Multiple Modulus Algorithm)와 FC-MMA (Fast Convergence - Multiple Modulus Algorithm) 등화 알고리즘의 성능을 비교하였다. CR-MMA 적응 등화기는 탭 계수 갱신을 위하여 nonconstant modulus 신호를 constant modulus 신호로 축소하여 오차 신호를 이용하지만, FC-MMA 적응 등화기는 신호점의 축소 대신 신호 심볼의 레벨수를 고려한 수정된 dispersion constant를 적용하여 오차 신호를 이용한다. 이들 알고리즘들은 MMA 계열중에서 수렴 특성이 우수한 것으로 알려져 있으므로, 본 논문에서는 수렴 특성을 포함한 성능을 시뮬레이션을 통해 비교하였다. 시뮬레이션 결과 FC-MMA는 출력 신호 성상도와 잔류 isi 및 최대 찌그러짐과 SER 성능이 CR-MMA보다 우월하지만, 수렴 속도가 늦어짐을 알 수 있었다.

Hydro Dynamic Model을 이용한 CMOS의 파괴특성의 Transient Simulation해석 (Transient Simulation of CMOS Breakdown characteristics based on Hydro Dynamic Model)

  • 최원철
    • 한국산업융합학회 논문집
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    • 제5권1호
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    • pp.39-43
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    • 2002
  • In present much CMOS devices used in VLSI circuit and Logic circuit. With increasing a number of device in VLSI, the confidence becomes more serious. This paper describe the mechanism of breakdown on CMOS, especially n-MOS, based on Hydro Dynamic model with device self-heating. Additionally, illustrate the CMOS latch-up characteristics on simplified device structure on this paper.

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강인제어기 알고리즘을 이용한 제어기 설계 (Design of a Controller using Algorithm in the Robust Controller)

  • 황유섭
    • 한국산업융합학회 논문집
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    • 제7권2호
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    • pp.215-220
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    • 2004
  • In this paper, some algorithms for robust stabilization of linerar time - invariant single - input - multi output (SIMO) systems subject to parameter perturbatations are presented. At first, the determination algorithm of the largest stable hypersphere in the parameter space of a given characteristic polynomial with its coefficient perturbations near some stable nominal values is presented. These algorithms iteratively enlarge the stability hypersph ere in plant parameter space and can be used to design a controller to stabilize a plant subject to givien range of parameter ecxursions.

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