• 제목/요약/키워드: Nonlinearity compensation

검색결과 95건 처리시간 0.023초

VCO 비선형 보상 알고리듬을 적용한 근거리 측정용 FMCW 레이더 개발 (Development of a FMCW Radar Using a Compensation Algorithm for VCO Nonlinearity)

  • 전중창;이현수;손종윤;김태수
    • 한국산업정보학회논문지
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    • 제19권1호
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    • pp.25-30
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    • 2014
  • 본 논문에서는 근거리 측정용의 주파수변조 연속파(FMCW: Frequency Modulated Continuous Wave) 레이더를 설계 제작하였다. FMCW 레이더의 구조에서는 전압제어 발진기(VCO: Voltage-Controlled Oscillator)의 비선형성에 의한 오차를 제거하는 것이 관건이며, 본 연구에서는 비트 신호의 스펙트럼 상관성을 이용한 비선형성 보상 알고리듬을 채택하였다. 본 연구에서 제작된 레이더는 X-Band(9.55~10.25GHz) 마이크로파를 사용하여, 30m 범위에서 3% 이내의 정밀도를 실현하였으며, 차량 충돌방지 및 탐사 로봇 등의 전방 감시 레이더에 응용될 수 있다.

신경망 회로를 이용한 레이저 간섭계의 적응형 오차보정 (Adaptive Nonlinearity Compensation in Laser Interferometer using Neural Network)

  • 허건행;이우람;유관호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 심포지엄 논문집 정보 및 제어부문
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    • pp.86-88
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    • 2007
  • In the semiconductor manufacturing industry, the heterodyne laser interferometer plays as an ultra-precise measurement system. However, the heterodyne laser interferometer has some unwanted nonlinearity error which is caused from frequency-mixing. This is an obstacle to improve the measurement accuracy in nanometer scale. In this paper we propose a compensation algorithm based on RLS(recursive least square) method and artificial intelligence method, which reduce the nonlinearity error in the heterodyne laser interferometer. With the capacitance displacement sensor we get a reference signal which can be transformed into the intensity domain. Using the back-propagation Neural Network method, we train the network to track the reference signal. Through some experiments, we demonstrate the effectiveness of the proposed algorithm in measurement accuracy.

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Chromatic Dispersion Monitoring of CSRZ Signal for Optimum Compensation Using Extracted Clock-Frequency Component

  • Kim, Sung-Man;Park, Jai-Young
    • ETRI Journal
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    • 제30권3호
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    • pp.461-468
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    • 2008
  • This paper presents a chromatic dispersion monitoring technique using a clock-frequency component for carrier-suppressed return-to-zero (CSRZ) signal. The clock-frequency component is extracted by a clock-extraction (CE) process. To discover which CE methods are most efficient for dispersion monitoring, we evaluate the monitoring performance of each extracted clock signal. We also evaluate the monitoring ability to detect the optimum amount of dispersion compensation when optical nonlinearity exists, since it is more important in nonlinear transmission systems. We demonstrate efficient CE methods of CSRZ signal to monitor chromatic dispersion for optimum compensation in high-speed optical communication systems.

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피에조일렉트릭 액츄에이터의 히스테리시스 보상 제어 (Hysteresis Compensation Control of Piezoelectric Actuators)

  • 임요안;최기흥;최기상
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1996년도 추계학술대회 논문집
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    • pp.219-224
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    • 1996
  • Piezoelectric actuators exhibit limited accuracy in tracking control due to their hysteresis nonlinearity. In this study a digital tracking control approach for a piezoelectric actuator based on incorporating a feedback linearization loop with a PID feedback controller is presented. The hysteresis nonlinearity of the piezoelectric actuator is modeled in the feedback compensation loop using the Maxwell slip model. Experiments were performed on a piezoelectric 2-axis linear positioner for tracking linearly decaying sinusoidal waveforms and circles. The experimental results show that the tracking control performance is noticeably improved by augmenting the feedback loop with a model of hysteresis in the feedback compensation loop.

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Optical Transmission Link with Balanced and Unbalanced Dispersion Distributions and Non-midway Optical Phase Conjugator

  • Chung, Jae-Pil;Lee, Seong-Real
    • Journal of information and communication convergence engineering
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    • 제19권4호
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    • pp.199-204
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    • 2021
  • We propose a dispersion-managed link with a non-midway optical phase conjugator (OPC), in which the residual dispersion per span (RDPS) of each fiber span is different for each transmission section before and after OPC. We numerically demonstrate the compensation for 960-Gb/s wavelength-division multiplexed (WDM) signals distorted by chromatic dispersion and Kerr nonlinearity of the fiber. We consider different cases for non-midway OPC, including six fiber spans - OPC - 14 fiber spans and 14 fiber spans - OPC - 6 fiber spans. The numerical results show that the compensation of the distorted 960 Gb/s WDM is more efficient when the OPC is placed after 6-th fiber span as compared to after the 14-th fiber span. Our simulation results also indicate that the compensation effect increases when the difference in net residual dispersion between both transmission sections is not large, but they are not the same. Under this condition, the larger the magnitude of the RDPSs of each fiber span, the greater the compensation.

IPMSM 파라미터 변화에 영향 받지 않는 데드타임 및 인버터 비선형성 보상기법 (Compensation Scheme for Dead Time and Inverter Nonlinearity Insensitive to IPMSM Parameter Variations)

  • 박동민;김경화
    • 전력전자학회논문지
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    • 제17권3호
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    • pp.213-221
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    • 2012
  • In a PWM inverter-fed IPMSM (Interior Permanent Magnet Synchronous Motor) drive, a dead time is inserted to prevent a breakdown of switching device caused by the short-circuit of DC link. This distorts the inverter output voltage resulting in a current distortion and torque ripple. In addition to the dead time, nonlinearity exists in switching devices of the PWM inverter, which is generally dependent on operating conditions such as the temperature, DC link voltage, and current. The voltage disturbance caused by the dead time and inverter nonlinearity directly influences on the inverter output performance, and it is known to be more severe at low speed. In this paper, a new compensation scheme for the dead time and inverter nonlinearity under the parameter variation is proposed for a PWM inverter-fed IPMSM drive. The overall system is implemented using DSP TMS320F28335 and the validity of the proposed algorithm is verified through the simulation and experiments.

Homodyne 간섭계에서의 비선형성 측정과 보정 (Measurement and Compensation of Nonlinearity in Homodyne Interferometer)

  • 김종윤;엄태봉;정규원;최태영;이건희
    • 한국정밀공학회지
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    • 제18권9호
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    • pp.171-178
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    • 2001
  • The nonlinearity of a laser interferometer usually ranges from sub-nanometer to several manometers. This nonlinearity, which has periodic characteristics, limits the accuracy of the interferometer at the sub-nanometer level. The nonlinearity error of the one-frequency homodyne interferometer with quadrature fringe detection results from a number of factors including polarization mixing by imperfect optical elements, unequal gain of photo detectors, lack of quadrature between two signals and misalignment. In this paper, we described a method for measuring and compensating the nonlinearity of homodyne interferometer using the elliptical fitting technique with least-square method. Experimental results demonstrate that $^\pm$3.5 nm nonlinearity can be reduced to $^\pm$0.2 nm level.

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DFNN을 이용한 헤테로다인 레이저 간섭계의 적응형 오차 보정 (Adaptive Error Compensation of Heterodyne Laser Interferometer using DFNN)

  • 허건행;이우람;유관호
    • 전기학회논문지
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    • 제57권6호
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    • pp.1042-1047
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    • 2008
  • As an ultra-precision measurement system the heterodyne laser interferometer plays an important role in semiconductor industry. However the errors of environment and nonlinearity which are caused by air refraction and frequency-mixing separately reduce the accuracy of displacement measurement. In this paper we propose a DFNN(data fusion and neural network) method for error compensation. As a hybrid method of data fusion and neural network, DFNN method reduces the environmental and nonlinear error simultaneously. The effectiveness of the proposed error compensation method is proved through experimental results.

Adaptive Predistortion Compensation for Nonlinearity of High Power Amplifiers

  • Ding, Yuanming;Ohmori, Hiromitsu;Sano, Akira
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.122-127
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    • 2003
  • In this paper, an adaptive predistortion scheme is proposed to compensate nonlinear distortions caused by high power amplifiers (HPA) in OFDM systems. A complex Wiener-Hammerstein model (WHM) is used to describe input-output relationship of HPA with linear dynamics. The predistorter is directly identified by complex power series model with memory, which is an approximate inverse of the HPA expressed by the WHM. The effectiveness of the proposed adaptive compensation scheme is validated by numerical simulation for 64QAM-OFDM systems.

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Self-Interference Cancellation for Shared Band Transmission in Nonlinear Satellite Communication Channels

  • Jung, Sooyeob;Ryu, Joon Gyu;Oh, Deock-Gil;Yu, Heejung
    • ETRI Journal
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    • 제39권6호
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    • pp.771-781
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    • 2017
  • For efficient spectral utilization of satellite channels, a shared band transmission technique is introduced in this paper. A satellite transmits multiple received signals from a gateway and terminal in the common frequency band by superimposing the signals. To improve the power efficiency as well as the spectral efficiency, a travelling wave tube amplifier in the satellite should operate near the saturation level. This causes a nonlinear distortion of the superimposed transmit signal. Without mitigating this nonlinear effect, the self-interference cannot be properly cancelled and the desired signal cannot be demodulated. Therefore, an adaptive compensation scheme for nonlinearity is herein proposed with the proper operation scenario. It is shown through simulations that the proposed shared band transmission approach with nonlinear compensation and self-interference cancellation can achieve an acceptable system performance in nonlinear satellite channels.