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A Real Code Genetic Algorithm for Optimum Design (실수형 Genetic-Algorithm에 의한 최적 설계)

  • 양영순;김기화
    • Computational Structural Engineering
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    • v.8 no.2
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    • pp.123-132
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    • 1995
  • Genetic Algorithms(GA), which are based on the theory of natural evolution, have been evaluated highly for their robust performances. Traditional GA has mostly used binary code for representing design variable. The binary code GA has many difficulties to solve optimization problems with continuous design variables because of its large computer core memory size, inefficiency of its computing time, and its bad performance on local search. In this paper, a real code GA is proposed for dealing with the above problems. So, new crossover and mutation processes of GA are developed to use continuous design variables directly. The results of read code GA are compared with those of binary code GA for several single and multiple objective optimization problems. As a result of comparisons, it is found that the performance of the real code GA is better than that of the binary code GA, and concluded that the real code GA developed here can be used for the general optimization problem.

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Effect of electron-beam irradiation on leakage current of AlGaN/GaN HEMTs on sapphire

  • Oh, Seung Kyu;Song, Chi Gyun;Jang, Taehoon;Kwak, Joon Seop
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.13 no.6
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    • pp.617-621
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    • 2013
  • This study examined the effect of electron-beam (E-beam) irradiation on the electrical properties of n-GaN, AlGaN and AlGN/GaN structures on sapphire substrates. E-beam irradiation resulted in a significant decrease in the gate leakage current of the n-GaN, AlGaN and HEMT structure from $4.0{\times}10^{-4}A$, $6.5{\times}10^{-5}A$, $2.7{\times}10^{-8}A$ to $7.7{\times}10^{-5}A$, $7.7{\times}10^{-6}A$, $4.7{\times}10^{-9}A$, respectively, at a drain voltage of -10V. Furthermore, we also investigated the effect of E-beam irradiation on the AlGaN surface in AlGaN/GaN heterostructure high electron mobility transistors(HEMTs). The results showed that the maximum drain current density of the AlGaN/GaN HEMTs with E-beam irradiation was greatly improved, when compared to that of the AlGaN/GaN HEMTs without E-beam irradiation. These results strongly suggest that E-beam irradiation is a promising method to reduce leakage current of AlGaN/GaN HEMTs on sapphire through the neutralization the trap.

DC and RF Characteristics of AlGaN/InGaN HEMTs Grown by Plasma-Assisted MBE (AlGaN/InGaN HEMTs의 고성능 초고주파 전류 특성)

  • 이종욱
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.15 no.8
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    • pp.752-758
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    • 2004
  • This paper reports on the DC and RF characteristics of AlGaN/InGaN/GaN high electron-mobility transistors (HEMTs) grown by molecular beau epitaxy(MBE) on sapphire substrates. The devices with a 0.5 ${\mu}$m gate-length exhibited relatively flat transconductance(g$\_$m/), which results from the enhanced carrier confinement of the InGaN channel. The maximum drain current was 880 mA/mm with a peak g$\_$m/ of 156 mS/mm, an f$\_$T/ of 17.3 GHz, and an f$\_$MAX/ or 28.7 GHz. In addition to promising DC and RF results, pulsed I-V and current-switching measurements showed little dispersion in the unpassivated AlGaN/InGaN HEMTs. These results suggest that the addition of In to the GaN channel improves the electron transport characteristics as well as suppressing current collapse that is related to the surface trap states.

Relative Absorption Edges of GaN/InGaN/GaN Single Quantum Wells and InGaN/GaN Heterostructures by Metalorganic Chemical Vapor Deposition (유기금속화학기상증착법으로 성장된 GaN/InGaN/GaN 단양자 우물층과 InGaN/GaN 이종접합 구조의 광학적 특징)

  • Kim, Je-Won;Son, Chang-Sik;Jang, Yeong-Geun;Choe, In-Hun;Park, Yeong-Gyun;Kim, Yong-Tae;Ambacher, O.;Ctutzmann, M.
    • Korean Journal of Materials Research
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    • v.9 no.1
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    • pp.42-45
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    • 1999
  • The room temperature optical transmission spectra of GaN /InGaN/GaN single quantum wells (SQW) and InGaN/GaN heterostructures grwon by low pressure metalorganic chemical vapor deposition have been measured. The dependence of the absorption edges of the GaN/InGaN/GaN SQW on the well width has been determined from the transmission spectra. The result shows that the absorption edge of GaN/InGaN/GaN SQW shifts towards lower energy as increasing the well width. The dependence of the absorption edges of the InGaN/GaN heterostructures on InN mole fraction has also been determined from the transmission spectra. The result is compared with calculated values obtained from Vegards's laws. Our result shows a good agreement with the calculated values.

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A Numerical Study on the Growth and Composition of InGaAs, InGaP and InGaAsP Films Grown by MOCVD (MOCVD에 의한 InGaAs, InGaP 및 InGaAsP필름의 성장 및 조성변화에 대한 수치해석 연구)

  • Im, Ik-Tae;Kim, Dong-Suk;Kim, Woo-Seung
    • Journal of the Semiconductor & Display Technology
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    • v.4 no.1 s.10
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    • pp.43-48
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    • 2005
  • Metaloganic chemical vapor deposition, also known as metalorganic vapor phase epitaxy has become one of the main techniques for growing thin, high purity films for compound semiconductors such as GaAs, InP, and InGaAsP. In this study, the distribution of growth rate and composition of InGaAsP, InGaP, and InGaAs films are studied using computational method. The influences of process parameters such as pressure, temperature and precursors' partial pressure on the growth rate and composition distributions are analyzed. The film growth rate is increased in the upstream part according to the increase of temperature but not in the downstream part. The Ga composition in InGaAsP film shows an asymptotic behavior for temperature variation but As composition varies significantly within the temperature range considered in the present study. The overall film growth rates of InGaP, InGaAs and InGaAsP are decreased with increasing the Ga/In ratios of the source gases. Pressure variation does not seem to be a significant parameter to the film growth. Film growth characteristics of tertiary films such as InGaP and InGaAs show similar trends to the quaternary film, InGaAsP.

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RF Dispersion and Linearity Characteristics of AlGaN/InGaN/GaN HEMTs (AlGaN/InGaN/GaN HEMTs의 RF Dispersion과 선형성에 관한 연구)

  • Lee, Jong-Uk
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.41 no.11
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    • pp.29-34
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    • 2004
  • This paper reports the RF dispersion and linearity characteristics of unpassivated AlGaN/InGaN/GaN high electron-mobility transistors (HEMTs) grown by molecular beam epitaxy (MBE). The devices with a 0.5 ${\mu}{\textrm}{m}$ gate-length exhibited relatively good DC characteristics with a maximum drain current of 730 mA/mm and a peak g$_{m}$ of 156 mS/mm. Highly linear characteristic was observed by relatively flat DC transconductance (g$_{m}$) and good inter-modulation distortion characteristics, which indicates tight channel carrier confinement of the InGaN channel. Little current collapse in pulse I-V and load-pull measurements was observed at elevated temperatures and a relatively high power density of 1.8 W/mm was obtained at 2 GHz. These results indicate that current collapse related with surface states will not be a power limiting factor for the AlGaN/InGaN HEMTs.

Selectively Grown ALGaAs/GaAs Multilayers and InGaAs/GaAs Quantum Wire Structures Grown by Low Pressure MOCVD (선택적 에피 성장법에 의한 GaAs/AIGaAs 다층구조 및 InGaAs/GaAs 양자세선의 성장 및 photoluminescence 연구)

  • 김성일;김영환
    • Journal of the Korean Vacuum Society
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    • v.12 no.2
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    • pp.118-122
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    • 2003
  • Using low pressure metalorganic chemical vapor deposition (MOCVD), we have developed selectively area epitaxy (SAE). Using the developed SAE technology, we have grown AlGaAs/GaAs multi layers and InGaAs/GaAs quantum wire structures on the selectively $SiO_2$ masked GaAs substrates. We have obtained triangular shaped AlGaAs/GaAs and InGaAs/GaAs structures with sharp tips and smooth sidewalls. To rod the optimum conditions, several growth parameters such as growth rate, V/III ratio, growth temperature, and direction of the opening stripes were investigated. The emission peak from quantum wires was observed at 975 nm. With increasing of temperature the emission intensity from side wall quantum wells decreased abruptly. But the intensity from Quantum wires decreased slowly compared to that of side wall quantum wells and it became even stronger from above 50 K.

GaAs/AlGaAs 양자점구조에서 표면전기장에 관한연구

  • Kim, Jong-Su;Jo, Hyeon-Jun;Kim, Jeong-Hwa;Bae, In-Ho;Kim, Jin-Su;Kim, Jun-O;No, Sam-Gyu;Lee, Sang-Jun;Im, Jae-Yeong
    • Proceedings of the Korean Vacuum Society Conference
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    • 2010.02a
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    • pp.158-158
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    • 2010
  • 본 연구에서는 분자선 박막성장 장비를 (MBE) 이용하여 droplet epitaxy 방법으로 성장시킨 GaAs/AlGaAs 양자점구조의 표면전기장변화에 관하여 photoreflectance spectroscopy (PR)를 이용하였다. 본 실험에 사용된 GaAs/AlGaAs 양자점 구조는 undoped-GaAs (001) 기판을 위에 성장온도 $580^{\circ}C$에서 GaAs buffer layer를 100 nm 성장 후 장벽층으로 AlGaAs을 100 nm 성장하였다. AlGaAs 장벽층을 성장한 후 기판온도를 $300^{\circ}C$로 설정하여 Ga을 3.75 원자층를 (ML) 조사하여 Ga drop을 형성하였다. Ga drop을 GaAs 나노구조로 결정화시키기 위하여 $As_4$를 beam equivalent pressure (BEP) 기준으로 $1{\times}10^{-4}$ Torr로 기판온도 $150^{\circ}C$에서 조사하였다. 결정화 직후 RHEED로 육각구조의 회절 페턴을 관측하여 결정화를 확인하였다. GaAs 나노 구조를 성장한 후 AlGaAs 장벽층을 성장하기위해 10 nm AlGaAs layer는 MEE 방법을 이용하여 $150^{\circ}C$에서 저온 성장 하였으며, 저온성장 후 기판온도를 $580^{\circ}C$로 설정하여 80 nm의 AlGaAs 층을 성장하고 최종적으로 GaAs 10 nm를 capping layer로 성장하였다. 저온성장 과정에서의 결정성의 저하를 보상하기위하여 MBE 챔버내에서 $650^{\circ}C$에서 열처리를 수행하였다. GaAs/AlGaAs 양자점의 광학적 특성은 photoluminescence를 이용하여 평가 하였으며 780 nm 근처에서 발광을 보여 주었다. 특히 PR 실험으로부터 시료의 전기장에 의한 Franz-Keldysh oscillation (FKO)의 변화를 관측하여 GaAs/AlGaAs 양자점의 존재에 의한 시료의 표면에 형성되는 표면전기장을 측정하였다. 또한 시료에 형성된 전기장의 세기를 계산하기위해 PR 신호로부터 fast Fourier transformation (FFT)을 이용하였다. 특히 온도의 존성실험을 통하여 표면전기장의 변화를 관측 하였으며 양자구속효과와 관련성에 대하여 고찰 하였다.

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Effect of low-temperature GaN grown at different temperature on residual stress of epitaxial GaN (저온 GaN의 성장 온도에 따른 에피택셜 GaN의 stress relaxation 효과)

  • Lee, Seung Hoon;Lee, Joo Hyung;Oh, Nuri;Yi, Sung Chul;Park, Hyung Bin;Shin, Ran Hee;Park, Jae Hwa
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.32 no.3
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    • pp.83-88
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    • 2022
  • To improve the crystallinity of GaN, there are researches on surface treatment to control the difference in physical properties between GaN and heterogeneous substrate. 'Low-temperature GaN (LT-GaN)' is one of the ways to solve the problem and we investigated the relationship between growth temperature and properties of LT-GaN in our homemade vertical type HVPE. The LT-GaN nuclei were formed on the sapphire surface at low growth temperatures and they presented differences in the density and crystallinity depending on the growth temperature. Significantly, the stress relaxation effect on the epitaxial GaN (epi-GaN) was affected by the crystallinity of LT-GaN. However, the high crystallinity of LT-GaN exacerbated the crystal quality of epi-GaN because they worked as a catalyst and seed of polycrystalline.

Characterization of In(Al)GaN layer grown by mixed-source hydride vapor phase epitaxy (혼합소스 HVPE에 의해 성장된 In(Al)GaN 층의 특성)

  • Hwang, S.L.;Kim, K.H.;Jang, K.S.;Jeon, H.S.;Choi, W.J.;Chang, J.H.;Kim, H.S.;Yang, M.;Ahn, H.S.;Bae, J.S.;Kim, S.W.
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.16 no.4
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    • pp.157-161
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    • 2006
  • InGaN layers on GaN templated sapphire (0001) substrates were grown by mixed-source hydride vapor phase epitaxy (HVPE) method. In order to get InGaN layers, Ga-mixed In metal and $NH_3$ gas were used as group III and group V source materials, respectively. The InGaN material was compounded from chemical reaction between $NH_3$ and indium-gallium chloride farmed by HCl flowed over metallic In mixed with Ga. The grown layers were confirmed to be InGaN ternary crystal alloys by X-ray photoelectron spectroscopy (XPS). In concentration of the InGaN layers grown by selective area growth (SAG) method was investigated by the photoluminescence (PL) and cathodoluminescence (CL) measurements. Indium concentration was estimated to be in the range 3 %. Moreover, as a new attempt in obtaining InAlGaN layers, the growth of the thick InAlGaN layers was performed by putting small amount of Ga and Al into the In source. We found the new results that the metallic In mixed with Ga (and Al) as a group III source material could be used in the growth process of the In(Al)GaN layers by the mixed-source HVPE method.