• Title/Summary/Keyword: GA parameters

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A New Extraction Method of GaAs/InGaP HBT Small-signal Equivalent Circuit Model Parameters (GaAs/InGaP HBT 소신호 등가회로 모델 파라미터의 새로운 추출방법)

  • 이명규;윤경식
    • Proceedings of the IEEK Conference
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    • 2000.11a
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    • pp.357-360
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    • 2000
  • This paper describes a parameter extraction method for HBT(Heterojunction Bipolar Transistor) equivalent circuit model without measurements of special test structures or numerical optimizations. Instead, all equivalent circuit parameters are calculated analytically from small-signal S-parameters measured under different bias conditions. These values being extracted from the cutoff mode can be used to extract intrinsic parameters at the active mode. This method yields a deviation of about 1.3 % between the measured and modeled S-parameters.

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Theoretical Model and Parasitic Parameters Extraction of Leakage Current in InGaN/GaN Light Emitting Diodes (InGaN/GaN 발광다이오드의 누설전류의 이론적 모델과 기생 파라미터 추출)

  • Hwang, Seong-Min;Sim, Jong-In
    • Proceedings of the Optical Society of Korea Conference
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    • 2007.07a
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    • pp.289-290
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    • 2007
  • We have theoretically derived a electrical model and extracted a parasitic parameters of leakage current in InGaN/GaN light emitting diodes (LEDs). The parasitic parameters of our LED are $R_p=10^{10}{\Omega}$, $I_{0,2}=10^{-17}A$ and $n_2=3.6$, which provide information of leakage current.

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Extraction of Extrinsic Parameters for GaAs MESFET by S-parameters (S-파라미터를 이용한 GaAs MESFET의 외부 파라미터 추출)

  • 조영송;나극환;박광호;신철재
    • The Proceeding of the Korean Institute of Electromagnetic Engineering and Science
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    • v.2 no.2
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    • pp.30-37
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    • 1991
  • The modified method which determines the extrinsic parameters at the small signal equivalent model for GaAs MESFET is presented. It is important that extrinsic parameters are completely eliminated, in order to calculate exact intrinsic parameters. Extrinsic circuit is established by transmission lines, parasitic inductors and capacitors. After these are extracted by S-parameters, intrinsic parameters are calculated. Especially, frequency dependence of parastic inductance and capacitance is considerally constant.

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Application of the QUAL2Kw model to a Polluted River for Automatic Calibration and Sensitivity Analysis of Genetic Algorithm Parameters (오염하천의 자동보정을 위한 QUAL2Kw 모형의 적용과 유전알고리즘의 매개변수에 관한 민감도분석)

  • Cho, Jae-Heon
    • Journal of Environmental Impact Assessment
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    • v.20 no.3
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    • pp.357-365
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    • 2011
  • The QUAL2K has the same basic characteristics as the QUAL2E model, which has been widely used in stream water quality modeling; in QUAL2K, however, various functions are supplemented. The QUAL2Kw model uses a genetic algorithm(GA) for automatic calibration of QUAL2K, and it can search for optimum water quality parameters efficiently using the calculation results of the model. The QUAL2Kw model was applied to the Gangneung Namdaecheon River on the east side of the Korean Peninsula. Because of the effluents from the urban area, the middle and lower parts of the river are more polluted than the upper parts. Moreover, the hydraulic characteristics differ between the lower and upper parts of rivers. Thus, the river reaches were divided into seven parts, auto-calibration for the multiple reaches was performed using the function of the user-defined automatic calibration of the rates worksheets. Because GA parameters affect the optimal solution of the model, the impact of the GA parameters used in QUAL2Kw on the fitness of the model was analyzed. Sensitivity analysis of various factors, such as population size, crossover probability, crossover mode, strategy for mutation and elitism, mutation rate, and reproduction plan, were performed. Using the results of this sensitivity analysis, the optimum GA parameters were selected to achieve the best fitness value.

Optimization of Device Process Parameters for GaAs-AlGaAs Multiple Quantum Well Avalanche Photodiodes Using Genetic Algorithms (유전 알고리즘을 이용한 다중 양자 우물 구조의 갈륨비소 광수신소자 공정변수의 최적화)

  • 김의승;오창훈;이서구;이봉용;이상렬;명재민;윤일구
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.14 no.3
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    • pp.241-245
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    • 2001
  • In this paper, we present parameter optimization technique for GaAs/AlGaAs multiple quantum well avalanche photodiodes used for image capture mechanism in high-definition system. Even under flawless environment in semiconductor manufacturing process, random variation in process parameters can bring the fluctuation to device performance. The precise modeling for this variation is thus required for accurate prediction of device performance. The precise modeling for this variation is thus required for accurate prediction of device performance. This paper will first use experimental design and neural networks to model the nonlinear relationship between device process parameters and device performance parameters. The derived model was then put into genetic algorithms to acquire optimized device process parameters. From the optimized technique, we can predict device performance before high-volume manufacturign, and also increase production efficiency.

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Analysis of temperature effects on DC parameters of AlGaAs/GaAs HBT (AlGaAs/GaAs HBT의 DC 파라미터에 미치는 온도영향의 해석)

  • 김득영;박재홍;송정근
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.33A no.12
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    • pp.39-46
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    • 1996
  • In AlGaAs/GaAs HBT the temperature dependence of DC parameters was investigated over the temperature range between 95K and 580K. The temperature dependence of DC parameters depends on the relative contribution of each of the current components suc as emitter-injection-current, base-injection-current, bulk recombination current, interface recombination curretn, thermal generation ecurrent and avalanche current due to impact ionization within the collector space charge layer in a specific temperature. In this paper we investigated the temperature effects on DC parameters such as V$_{BE,ON}$ current gain, input and output characteristics, V$_{CE, OFF}$, R$_{E}$, R$_{C}$ and analyzed the origins, and extracted the qualitativ econditions for a stable HBTs against the temperature variation. Finally, in order to keep HBTs stable with respect to the variation of temperature, the valance-band-energy-discontinuity at emitter-base heterojunction should be large enough to enhance the effect of carrier suppression at a relatively high temperature. In addition the recombination centers, especially around collector junction, should be removed and the area of emitter and collector junction should be identical as well.

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Parameter Extraction of InGaP/GaAs HBT Small-Signal Equivalent Circuit Using a Genetic Algorithm (유전자 알고리즘을 이용한 InGaP/GaAs HBT 소신호 등가회로 파라미터 추출)

  • 장덕성;문종섭;박철순;윤경식
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.6
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    • pp.500-504
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    • 2001
  • The present approach based on the genetic algorithm with improved selections of bonds was adopted to extract a bridged T equivalent circuit elements of $\times10\mu m^2$InGaP/GaAs HBT. the small-signal model parameters were extracted using the genetic algorithm from S-parameters measured at different frequencies under multiple forward-active biases, which demonstrate physically meaningful values and consistency. The agreement between the measured and modeled S-parameters is excellent over the frequency range of 2 to 26.5GHz.

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A Simplified GaAs MESFET Modeling for the Design of Ultrabroad-Band Microwave Amplifiers (초광대역 마이크로파 증폭기 설계를 위한 단순화한 GaAs MESFET 모델링)

  • Yoon, Young-Chul;Kim, Byung-Chul;Ahn, Dal;Chang, Ik-Soo
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.9
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    • pp.1308-1316
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    • 1989
  • A simplified 10-element GaAs MESFET equivalent circuit model has been presented which is suitable for the design of ultrabroad-band microwave small-signal amplification, the these circuit element values are extracted from measured S-parameters using complex-curve fitting algorithm. Packaged GaAs MESFET equivalent circuits are composed of intrinsic \ulcornermodel and several extrinsic elements at microwave frequencies, of which the largest effects are caused by package lead inductances. If these are eliminated from measured S-parameters, newly obtained S-parameters are closed to intrinsic \ulcornermodel, and the rest element values can be easily extracted. The modeling results applied to the packaged GaAs MESFET NE71083 are almost equal between the measure S-parameters and the mideled S-parameters within b 2% errors from DC to 8GHz, and errors are increased to \ulcorner% upto 12GHz wide bandwidth.

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A New Dicing Method for Semiconductor Wafer (반도체 웨이퍼를 위한 새로운 다이싱 방법)

  • Cha, Young-Youp;Choi, Bum-Sick
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.27 no.8
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    • pp.1309-1316
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    • 2003
  • The general dicing process cuts a semiconductor wafer to lengthwise and crosswise direction by using a rotating circular diamond blade. But products with inferior quality are produced under the influence of several parameters in dicing process such as blade, wafer, cutting water and cutting conditions. Moreover we can not apply this dicing method to GaN wafer, because the GaN wafer is harder than the other wafer such as SiO2, GaAs, GaAsP, and AlGaAs. In order to overcome this problem, development of a new dicing process and determination of dicing parameters are necessary. This paper describes a new wafer dicing method using fixed diamond scriber and precision servo mechanism and determination of several parameters - scribing depth, scribing force, scriber inclined angle, scribing speed, and factor for scriber replacement - for a new dicing machine using scriber.

The Parameter Determination of a Scribing Machine for Semiconductor Wafer (반도체 웨이퍼용 스크라이빙 머신의 파라메터 결정)

  • 차영엽;최범식
    • Journal of the Korean Society for Precision Engineering
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    • v.20 no.2
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    • pp.218-225
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    • 2003
  • The general dicing process cuts a semiconductor wafer to lengthwise and crosswise direction by using a rotating circular diamond blade. However, inferior goods may be made under the influence of several parameters in dicing process such as blade, wafer, cutting water and cutting conditions. Moreover we can not apply this dicing method to a GaN wafer, because the GaN wafer is harder than other wafers such as SiO$_2$, GaAs, GaAsP, and AlGaAs. In order to overcome this problem, development of a new dicing process and determination of dicing parameters are necessary. This paper describes determination of several parameters - scribing depth, scribing force, scriber inclined angle, scribing speed, and factor for scriber replacement - for a new dicing machine using a scriber.