• Title/Summary/Keyword: Modulation layer

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Performance Improvement of the combined AMC-MIMO system with STD and MCS level selection method (STD와 MCS 레벨 선택 방식을 고려한 AMC-MIMO 결합 시스템의 성능개선)

  • Hwang, In-Tae;Lee, Kyung-Hwan;Choi, Kwang-Wook;Ryoo, Sang-Jin;Kang, Min-Goo;Kim, Chesol-Sung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.2
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    • pp.374-384
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    • 2007
  • In this paper, we propose and observe a system that adopts Independent-MCS (Modulation and Coding Scheme) level for each layer in the combined AMC-V-BLAST (Adaptive Modulation and Coding-Vertical-Bell-lab Layered Space-Time) system. In addition, we consider the throughput performance of combined AMC-V-BLAST system using STD (Selection Transmit Diversity) and Independent-MCS level. Also, comparing with the combined system using Common-MCS level, we observe throughput performance improvement. As a result of simulation Independent-MCS level case adapts modulation and coding scheme for maximum throughput to each channel condition in separate layer, resulting in improved throughput compared to Common-MCS level case. Especially, the results show that the combined AMC-V-BLAST system with Independent-MCS level achieves a gain of 700kbps in $7{\sim}9dB$ SNR (Signal-to-Noise Ratio) range and the combined AMC-V-BLAST system with STD and Independent-MCS level achieves a gain of 350kbps in the same SNR range.

A Deep Learning-based Automatic Modulation Classification Method on SDR Platforms (SDR 플랫폼을 위한 딥러닝 기반의 무선 자동 변조 분류 기술 연구)

  • Jung-Ik, Jang;Jaehyuk, Choi;Young-Il, Yoon
    • Journal of IKEEE
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    • v.26 no.4
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    • pp.568-576
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    • 2022
  • Automatic modulation classification(AMC) is a core technique in Software Defined Radio(SDR) platform that enables smart and flexible spectrum sensing and access in a wide frequency band. In this study, we propose a simple yet accurate deep learning-based method that allows AMC for variable-size radio signals. To this end, we design a classification architecture consisting of two Convolutional Neural Network(CNN)-based models, namely main and small models, which were trained on radio signal datasets with two different signal sizes, respectively. Then, for a received signal input with an arbitrary length, modulation classification is performed by augmenting the input samples using a self-replicating padding technique to fit the input layer size of our model. Experiments using the RadioML 2018.01A dataset demonstrated that the proposed method provides higher accuracy than the existing methods in all signal-to-noise ratio(SNR) domains with less computation overhead.

Effect of oxygen on the threshold voltage of a-IGZO TFT

  • Chong, Eu-Gene;Chun, Yoon-Soo;Kim, Seung-Han;Lee, Sang-Yeol
    • Journal of Electrical Engineering and Technology
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    • v.6 no.4
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    • pp.539-542
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    • 2011
  • Thin-film transistors (TFTs) are fabricated using an amorphous indium gallium zinc oxide (a-IGZO) channel layer by rf-magnetron sputtering. Oxygen partial pressure significantly changed the transfer characteristics of a-IGZO TFTs. Measurements performed on a-IGZO TFT show the change of threshold voltage in the transistor channel layer and electrical properties with varying $O_2$ ratios. The device performance is significantly affected by adjusting the $O_2$ ratio. This ratio is closely related with the modulation generation by reducing the localized trapping carriers and defect centers at the interface or in the channel layer.

Synchronization Schemes for SVC Signals in the Layered Modulation System (계층적 변조 시스템에서 SVC 신호의 동기화 방안)

  • Huynh, Tan-Bao;Kim, Seung-Chul;Sohn, Won
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.11a
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    • pp.97-100
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    • 2009
  • The paper describes synchronization schemes for scalable video coding signals over the DVB-S2 network. The MPEG-4 SVC signals include a base layer signal and an enhancement layer signal. They are packetized into MPEG-2 transport streams and transmitted on separate RF channels through the DVB-S2 system. The DVB-S2 receiver is required to synchronize each layer signal together to recover the full pictures. Some new schemes to synchronize two. layered SVC signals in MPEG-4 SVC decoder are proposed and analyzed.

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Automatic Emotion Classification of Music Signals Using MDCT-Driven Timbre and Tempo Features

  • Kim, Hyoung-Gook;Eom, Ki-Wan
    • The Journal of the Acoustical Society of Korea
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    • v.25 no.2E
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    • pp.74-78
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    • 2006
  • This paper proposes an effective method for classifying emotions of the music from its acoustical signals. Two feature sets, timbre and tempo, are directly extracted from the modified discrete cosine transform coefficients (MDCT), which are the output of partial MP3 (MPEG 1 Layer 3) decoder. Our tempo feature extraction method is based on the long-term modulation spectrum analysis. In order to effectively combine these two feature sets with different time resolution in an integrated system, a classifier with two layers based on AdaBoost algorithm is used. In the first layer the MDCT-driven timbre features are employed. By adding the MDCT-driven tempo feature in the second layer, the classification precision is improved dramatically.

Direct Deposition of high quality nanocrystalline Silicon Films by Catalytic CVD at Low Temperatures (<200 K)

  • Kim, Tae-Hwan;Lee, Kyoung-Min;Hwang, Jae-Dam;Hong, Wan-Shick
    • 한국정보디스플레이학회:학술대회논문집
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    • 2008.10a
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    • pp.261-263
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    • 2008
  • We attempted modulation of the hydrogen dilution ratio in a Cat-CVD system to achieve both the minimal incubation layer and the high throughput. We obtained the incubation layer thickness of 3 nm, and were able to grow a 200 nm-thick film having a 70 % crystallinity in 18 minutes.

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Scalable Video Coding and its Application to AT-DMB (스케일러블 비디오 부호화와 AT-DMB)

  • Kim, Jae-Gon;Kim, Jin-Soo;Choi, Hae-Chul;Kang, Jung-Won
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.45-48
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    • 2008
  • This paper presents a brief overview of scalable video coding (SVC) with a focus on spatial scalability and its application to Advanced Terrestrial-DMB (AT-DMB). By adopting SVC with two spatial-layers and hierarchical modulation, AT-DMB provides standard definition (SD)-level video while maintaining compatability with the existing CIF-level video. In this paper, we suggest a layer-configuration and coding parameters of SVC which are well suit for an AT-DMB system. In order to reduce extremely large encoding time resulted by an exhaustive search of a macroblock coding mode in spatial scalability, we propose a fast mode decision method which excludes redundant modes in each layer. It utilizes the mode distribution of each layer and their correlations. Experimental results show that a simplified encoding model with the method reduces the computational complexity significantly with negligible coding loss.

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Study of electrochromic cells in $WO_{3}$/$MoO_{3}$ double-layer structure ($WO_{3}$$ MoO_{3}$ 이중층을 가진 전기변색 소자에 관한 연구)

  • 임석범;임동규;백희원;김영호;조봉희;유인종;변문기
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2000.07a
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    • pp.515-518
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    • 2000
  • The electrochromic properties of $WO_{3}$/$MoO_{3}$ and $MoO_{3}$/$WO_{3}$ double-layers have been systemically studied. The double-layers were made by a e-beam evaporation method and investigated by studying optical modulation, transmittance, and cyclic voltammetry. The devices exhibit good optical properties with wavelength range of 400 to 1100 nm(visible and infrared) during coloration as a function of lithium ion charge injection. It has shown that the double-layer electrochromic thin films are improved the electrochromic properties, but the electrochemical properties are less stable.

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Latilactobacillus curvatus BYB3 Isolated from Kimchi Alleviates Dextran Sulfate Sodium (DSS)-Induced Colitis in Mice by Inhibiting IL-6 and TNF-R1 Production

  • Wang, Xing;Li, Dingyun;Meng, Ziyao;Kim, Kiyeop;Oh, Sejong
    • Journal of Microbiology and Biotechnology
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    • v.32 no.3
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    • pp.348-354
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    • 2022
  • Recent studies have shown that probiotics have health-promoting effects, particularly intestinal immune modulation. In this study, we focused on the immunomodulatory properties of Latilactobacillus curvatus BYB3, formerly called Lactobacillus curvatus, isolated from kimchi. In a mouse model of 14-day dextran sulfate sodium (DSS)-induced colitis, treatment with L. curvatus BYB3 significantly decreased the disease activity index, colon length, and weight loss. Moreover, histological analyses showed that L. curvatus BYB3 protected the structural integrity of the intestinal epithelial layer and mucin-secreting goblet cells from DSS-induced damage, with only slight infiltration by immune cells. To evaluate the molecular mechanisms underlying L. curvatus BYB3-driven inhibition of interleukin 6 production, possible in vivo anti-inflammatory effects of L. curvatus BYB3 were examined in the same mouse model. In addition, significantly lower levels of IL-6 and tumor necrosis factor receptor 1 upregulation were seen in the DSS+BYB3 group (compared to that in the DSS group). These results indicate that L. curvatus BYB3 exhibits health-promoting effects via immune modulation; and therefore, it can be used to treat various inflammatory diseases.

Spray Pyrolysis Deposition of Zinc Oxide Thin Films by ZnO Buffer Layer (ZnO buffer 층을 이용한 초음파 분무열분해 ZnO 박막 증착)

  • Han, In Sub;Park, Il-Kyu
    • Korean Journal of Materials Research
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    • v.27 no.8
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    • pp.403-408
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    • 2017
  • We investigated the effect of ZnO buffer layer on the formation of ZnO thin film by ultrasonic assisted spray pyrolysis deposition. ZnO buffer layer was formed by wet solution method, which was repeated several times. Structural and optical properties of the ZnO thin films deposited on the ZnO buffer layers with various cycles and at various temperatures were investigated by field-emission scanning electron microscopy, X-ray diffraction, and photoluminescence spectrum analysis. The structural investigations showed that three-dimensional island shaped ZnO was formed on the bare Si substrate without buffer layers, while two-dimensional ZnO thin film was deposited on the ZnO buffer layers. In addition, structural and optical investigations showed that the crystalline quality of ZnO thin film was improved by introducing the buffer layers. This improvement was attributed to the modulation of the surface energy of the Si surface by the ZnO buffer layer, which finally resulted in a modification of the growth mode from three to two-dimensional.