• Title/Summary/Keyword: GSC

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A Modified Robust Adaptive Beamformer for Microphone Arrays

  • Lee, Young-Ho;Choi, Su-Young;Park, Jans-Sik;Son, Kyung-Sik
    • Proceedings of the Korea Multimedia Society Conference
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    • 2003.05b
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    • pp.446-449
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    • 2003
  • The conventional GSC is inappropriate in real situation when the target signal is present. The steering vector error cancels the target signal and the target signal misadjusts the weight of the adaptive filter. To prevent the target signal cancellation, the robust GSC using the constrained adaptive filters was already proposed. However, the adaptive weight misadjustment is not settled in robust GSC. This Paper proposes a revised robust sidelobe canceller with adaptive compensator. To compensate the influence of target signal, the adaptive compensator is used in cascade. In computer simulation, we show the performance improvement by comparing the robust GSC with the proposed GSC.

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Mean-Variance Analysis for Optimal Operation and Supply Chain Coordination in a Green Supply Chain

  • Yamaguchi, Shin;Goto, Hirofumi;Kusukawa, Etsuko
    • Industrial Engineering and Management Systems
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    • v.16 no.1
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    • pp.22-43
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    • 2017
  • It is urgently-needed to construct a green supply chain (GSC) from collection of used products through recycling of them to sales of products using the recycled parts. Besides, it is necessary to consider the uncertainty in product demand as a risk in a GSC. This study proposes the optimal operations for a GSC with a retailer and a manufacturer. A retailer pays an incentive for collection of used products from customers and sells a single type of products in a market. A manufacturer produces the products ordered by the retailer, using recyclable parts with acceptable quality and compensates the collection cost of used products as to the recycled parts. This paper discusses the following risk attitudes: risk-neutral attitude, risk-averse attitude, and risk-prone attitude. Using mean-variance analysis, the optimal decisions for product order quantity, collection incentive, and lower limit of quality level, in the decentralized GSC (DGSC) and the integrated GSC (IGSC) are made. DGSC optimizes the utility function of each member. IGSC does that of the whole system. The analysis numerically investigates how (i) risk attitude and (ii) quality of recyclable parts affect the optimal operations. Supply chain coordination between GSC members to shift IGSC from DGSC is discussed.

MAFF-RLS Broadband Microphone GSC for Non-Stationary Interference Cancellation (비정상 간섭잡음 제거를 위한 광대역 MAFF-RLS 마이크로폰 GSC)

  • Lee, Seok-Jin;Lim, Jun-Seok;Sung, Koeng-Mo
    • The Journal of the Acoustical Society of Korea
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    • v.28 no.6
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    • pp.520-525
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    • 2009
  • The conventional studies about an adaptive beamformer assumed that the interference signals are stationary, so they used time-average of signals or Least Mean Squares. However, these methods showed low performance of canceling the non-stationary interferences. In this paper, the MAFF-RLS algorithm is developed in order to cancel non-stationary interferences, and the GSC structure using this algorithm is proposed. Furthermore, the performance of the MAFF-RLS beamformer is verified by simulation using MATLAB. This simulation results show the performance of the proposed beamformer is better than that of the SMI and the conventional RLS beamformer.

A Microphone Array Beamforming Algorithm with Inverse Filtering of Relative Transfer Functions in Car Environments (상대전달함수의 역필터링을 이용한 자동차 환경에서의 마이크로폰 어레이 빔형성 기법)

  • Kang Hong-Goo;Hwang Youngsoo;Youn Dae-Hee;Han Chul-Hee
    • The Journal of the Acoustical Society of Korea
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    • v.25 no.1
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    • pp.30-35
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    • 2006
  • In this paper. we Propose a frequency domain beamforming algorithm composed of inverse-filtering stages followed by a MVDR (Minimum-Variance Distortionless Response) beamformer or a GSC (Generalized Sidelobe Canceller). The proposed method is shown to require less complexity than the conventional RTF-MVDR and TF-GSC. respectively, and it is shown that the Proposed method is equivalent to the conventional RTF-MVDR and TF-GSC in optimum solution. In order to evaluate the performance of the Proposed method. speech recognition experiments are performed using the speech database recorded in a car. The Proposed method shows equal or slightly degraded Performance comparing to the conventional methods in terms of the speech recognition rate.

Adaptive GSC using Subband Filter Structure in Broadband Beamforming (서브밴드 필터구조를 이용한 광대역 적응 GSC)

  • Lee, Seung-Youl;Lee, Young-Jin;Yoo, Kyung-Yul
    • Proceedings of the KIEE Conference
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    • 2002.07d
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    • pp.2592-2594
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    • 2002
  • 본 논문에서는 GSC(Generalized Sidelobe Canceller)를 기초로 새로운 부밴드 광대역 적응 빔포밍 구조를 제안하였다. 일반적으로 여러개의 필터계수를 갖는 광대역 빔포밍에서는 그 필터길이가 커짐에 따라 많은 계산량을 필요로 하고 그 성능이 감소한다는 단점이 있었다. 이러한 단점을 보완하기 위해 부밴드 필터구조를 이용함으로써 전밴드 필터구조에서보다 더 낮은 계산량과 그 pre-whitening 효과로 그 성능이 향상되었다. 부밴드 필터뱅크 구조에서 광대역 적응 빔포밍이 수행될 때 NLMS(Normalized Least Mean Squares) 적응 알고리즘을 이용하여 GSC의 수렴성능을 검증하였고, 각각의 부밴드 적응필터에서 MSE를 독립적으로 최소화시키는 적응 메카니즘을 사용하여 추정하였다. 모의실험을 통하여 제안한 부밴드 필터구조가 전밴드 구조에서보다 수렴성능이 더 우수함을 검증하였다.

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A Variant Guillain-Barré Syndrome with Anti-Ganglioside Complex Antibody

  • Huh, So-Young;Lee, So-Young;Lee, Jin-Hyung;Lee, Won Gu;Kim, Jong Kuk;Yoon, Byeol-A;Kim, Nam Jun
    • Journal of Neurocritical Care
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    • v.11 no.2
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    • pp.134-136
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    • 2018
  • Background: Recently, anti-ganglioside complex (GSC) antibodies were discovered among the various subtypes of Guillain-$Barr{\acute{e}}$ syndrome. GSC is the novel glycoepitopes formed by two individual ganglioside molecules. Case Report: We present a 36-year-old man with overlap Miller Fisher syndrome and acute bulbar palsy who had anti-GSC antibody that provided diagnostic robustness. Conclusion: Anti-GSC testing could be considered important in patients who show atypical manifestation with negative antibody reaction against each constituent ganglioside.

A Clutter Estimation Algorithm Applicable to GSC Based Monopulse Radar (GSC 기반 모노펄스 레이다용 클러터 추정 알고리즘)

  • Kim, Na-Yong;Jeon, Hyeon-Mu;Bae, Chang-Sik;Park, Gyu-Churl;Chung, Young-Seek;Yang, Hoon-Gee
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.28 no.7
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    • pp.576-579
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    • 2017
  • Due to the existence of flash lobe caused by the radome structure, a radar return in general contains clutter component added to target echo. Unlike jammer, clutter is apt to simultaneously coexist with target echo, which hinders a monopulse radar from estimating the angle difference between target echo direction and radar steering direction. In this paper, we propose a clutter estimation algorithm applicable to generalized sidelobe canceller(GSC) based monopulse radar. We show that clutter estimation can be achieved via iterative process of the orthogonal projections. Through simulations, the proposed GSC-based system combined with the clutter estimation can outperform the conventional monopulse system in terms of target angle estimation.

Associations Between Classification of the Geriatric Screening for Care-10 and the Morse Fall Scale (노인환자 스크리닝 결과와 낙상위험도 간의 관계)

  • Kim, Yoon-Sook;Lee, Jong-Min;Choi, Jae-Kyung;Shin, Jin-Yeong;Han, Seol-Heui
    • Quality Improvement in Health Care
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    • v.23 no.2
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    • pp.69-78
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    • 2017
  • Background: The purpose of this study was to examine associations between classification of the Geriatric Screening for Care-10 (GSC-10) and the Morse Fall Scale (MFS) among elderly inpatients. Methods: Among elderly inpatients aged over 65 admitted to hospital (from November 1, 2016 to July 31, 2017), the data for 5,780 patients (who were evaluated using the Morse Fall Scale and the Geriatric Screening for Care-10) were analyzed using x2-tests and t-tests to examine differences between the GSC-10 and MFS, according to general characteristics of elderly inpatients (i.e., gender) using IBM SPSS Statistics 24. Results: : Scores for the GSC-10 were significantly higher in women than men for depression (p<.001), delirium (p=.048), functional decline (p<.001), incontinence (p<.001), and pain (p<.001). Statistically significant differences in all domains of the GSC-10 for elderly hospitalized patients were found for the classification of fall risk. Conclusion: The findings of this study, as supported by the GSC-10, indicate that the most common problems experienced by the elderly are related to the risk of falling. In order to reduce the incidence of falls in elderly inpatients, customized fall prevention based on the GSC-10 results is necessary.

Target Speech Detection Using Gaussian Mixture Model of Frequency Bandwise Power Ratio for GSC-Based Beamforming (GSC 기반 빔포밍을 위한 주파수 밴드별 전력비 분포의 혼합 가우시안 모델을 이용한 목표 음성신호의 검출)

  • Chang, Hyungwook;Kim, Youngil;Jeong, Sangbae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.1
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    • pp.61-68
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    • 2015
  • Noise reduction is necessary to compensate for the degradation of recognition performance by various types of noises. Among many noise reduction techniques using microphone array, generalized sidelobe canceller (GSC) has been widely applied to reduce nonstationary noises. The performance of GSC is directly affected by its adaptation mode controller (AMC). That is, accurate target speech detection is essential to guarantee the sufficient noise reduction in pure noise intervals and the less distortion in target speech intervals. Thus, this paper proposes an improved AMC design technique in which the power ratio of the output of fixed beamforming to that of blocking matrix is calculated frequency bandwise and probabilistically modeled by mixture Gaussians for each class. Experimental results show that the proposed algorithm outperforms conventional AMCs in receiver operating curves (ROC) and output SNRs.