• 제목/요약/키워드: spectral peak

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켑스트럼 변수와 랜덤포레스트 알고리듬을 이용한 MTD(근긴장성 발성장애) 여성화자 음성과 정상음성 분류 (Classification of muscle tension dysphonia (MTD) female speech and normal speech using cepstrum variables and random forest algorithm)

  • 윤주원;심희정;성철재
    • 말소리와 음성과학
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    • 제12권4호
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    • pp.91-98
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    • 2020
  • 근긴장성 발성장애(cepstral peak prominence, MTD) 환자의 모음 발성과 문장읽기 과제를 켑스트럼 기반 변수를 이용하여 분석하였으며 음성장애 환자의 GRBAS청지각적 특성과 음향학적 특성의 상관관계를 살펴보고, 랜덤포레스트 머신러닝 분류 알고리듬을 이용한 MTD 감별 진단 가능성을 논의하였다. 내원 시 MTD로 진단받은 여성 36명과 정상음성을 사용하는 여성 36명이 연구에 참여했으며, 수집한 음성샘플은 ADSVTM를 사용하여 분석하였다. 연구 결과, 음향학적 측정치 중 MTD의 CSID(cepstral spectral index of dysphonia)는 대조군보다 높았으며, CPP(cepstral peak prominence), CPP_Fo 값이 대조군보다 유의하게 낮았다. 이는 모음 발성과 읽기 과제에서 모두 동일하게 나타났다. MTD 환자의 음질 특성은 전반적인 음성중증도(G)가 가장 두드러졌으며, 조조성(R), 기식성(B), 노력성(S)순으로 음성 특성을 보였다. 이 특성이 높아질수록 CPP가 감소하는 부적 상관을 보이고, CSID는 증가하는 정적 상관이 관찰되었다. 켑스트럴 변수 중 모음과 문장읽기과제 모두에서 집단간 유의한 차이를 보여준 CPP와 CPP_F0를 이용하여 MTD와 대조군의 음성분류를 시도하였다. 머신러닝 알고리듬인 랜덤포레스트로 모델링한 결과 문장읽기 과제에서 모음연장발성보다 조금 더 높은 분류 정확도(83.3%)가 나왔으며, 모음 발성과 문장 읽기 과제 모두에서 CPP변수가 더 중심적 역할을 수행하였음을 알 수 있었다.

Observational failure analysis of precast buildings after the 2012 Emilia earthquakes

  • Minghini, Fabio;Ongaretto, Elena;Ligabue, Veronica;Savoia, Marco;Tullini, Nerio
    • Earthquakes and Structures
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    • 제11권2호
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    • pp.327-346
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    • 2016
  • The 2012 Emilia (Italy) earthquakes struck a highly industrialized area including several thousands of industrial prefabricated buildings. Due to the lack of specific design and detailing for earthquake resistance, precast reinforced concrete (RC) buildings suffered from severe damages and even partial or total collapses in many cases. The present study reports a data inventory of damages from field survey on prefabricated buildings. The damage database concerns more than 1400 buildings (about 30% of the total precast building stock in the struck region). Making use of the available shakemaps of the two mainshocks, damage distributions were related with distance from the nearest epicentre and corresponding Pseudo-Spectral Acceleration for a period of 1 second (PSA at 1 s) or Peak Ground Acceleration (PGA). It was found that about 90% of the severely damaged to collapsed buildings included into the database stay within 16 km from the epicentre and experienced a PSA larger than 0.12 g. Moreover, 90% of slightly to moderately damaged buildings are located at less than 25 km from the epicentre and were affected by a PSA larger than 0.06 g. Nevertheless, the undamaged buildings examined are almost uniformly distributed over the struck region and 10% of them suffered a PSA not lower than 0.19g. The damage distributions in terms of the maximum experienced PGA show a sudden increase for $PGA{\geq}0.28g$. In this PGA interval, 442 buildings were collected in the database; 55% of them suffered severe damages up to collapse, 32% reported slight to moderate damages, whereas the remaining 13% resulted undamaged.

Site effects and associated structural damage analysis in Kathmandu Valley, Nepal

  • Gautam, Dipendra;Forte, Giovanni;Rodrigues, Hugo
    • Earthquakes and Structures
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    • 제10권5호
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    • pp.1013-1032
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    • 2016
  • Several historical earthquakes demonstrated that local amplification and soil nonlinearity are responsible for the uneven damage pattern of the structures and lifelines. On April $25^{th}$ 2015 the Mw7.8 Gorkha earthquake stroke Nepal and neighboring countries, and caused extensive damages throughout Kathmandu valley. In this paper, comparative studies between equivalent-linear and nonlinear seismic site response analyses in five affected strategic locations are performed in order to relate the soil behavior with the observed structural damage. The acceleration response spectra and soil amplification are compared in both approaches and found that the nonlinear analysis better represented the observed damage scenario. Higher values of peak ground acceleration (PGA) and higher spectral acceleration have characterized the intense damage in three study sites and the lower values have also shown agreement with less to insignificant damages in the other two sites. In equivalent linear analysis PGA varies between 0.29 to 0.47 g, meanwhile in case of nonlinear analysis it ranges from 0.17 to 0.46 g. It is verified from both analyses that the PGA map provided by the USGS for the southern part of Kathmandu valley is not properly representative, in contrary of the northern part. Similarly, the peak spectral amplification in case of equivalent linear analysis is estimated to be varying between 2.3 to 3.8, however in case of nonlinear analysis, the variation is observed in between 8.9 to 18.2. Both the equivalent linear and nonlinear analysis have depicted the soil fundamental period as 0.4 and 0.5 sec for the studied locations and subsequent analysis for seismic demands are correlated.

Simultaneous Observation of FUV Aurora with Precipitating Electrons on STSAT-1

  • Lee, C.N.;Min, K.W.;Lee, J.J.;Kim, K.H.;Kim, Y.H.;Han, W.;Edelstein, J.
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
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    • 한국우주과학회 2008년도 한국우주과학회보 제17권2호
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    • pp.31.2-31.2
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    • 2008
  • We present the results offar ultraviolet (FUV, 1350-1750 ${\AA}$) auroral observations made by the Far-ultraviolet IMaging Spectrograph (FIMS) instrument on the Korean microsatellite STSAT-1. The instrument was capable of resolving spatial structures of a few kilometers with the spectral resolution of 2-3 ${\AA}$. The observations were carried out simultaneously with the measurement of precipitating electrons using an electrostatic analyzer (ESA, 100 eV-20 keV) and a solid state telescope (SST, 170 keV-360 keV) on board the same satellite. With a careful mapping of the field lines, we were able to correlate the particle spectrum to the corresponding FUV spectrum of the footprints of the FIMS image that varied significantly in fine scales. We divided the FIMS spectral band into the LBH long (LBHL, 1640-1715 ${\AA}$) and LBH short (LBHS, 1380-1455 ${\AA}$) bands, and compared the electron energies with the intensities of LBHL and LBHS for the well-defined inverted-V structures. The result shows a strong correlation between the total LBH intensity and the energy flux measured by ESAwhile the peak energy itself does not correlate well with the LBH intensity. On the other hand, it was observed that the ratio of the LBHL intensity to that of LBHS increased significantly as the peak electron energy increased, primarily due to a smaller absorption by O2 at LBHL than at LBHS.

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Empirical ground motion model for Vrancea intermediate-depth seismic source

  • Vacareanu, Radu;Demetriu, Sorin;Lungu, Dan;Pavel, Florin;Arion, Cristian;Iancovici, Mihail;Aldea, Alexandru;Neagu, Cristian
    • Earthquakes and Structures
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    • 제6권2호
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    • pp.141-161
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    • 2014
  • This article presents a new generation of empirical ground motion models for the prediction of response spectral accelerations in soil conditions, specifically developed for the Vrancea intermediate-depth seismic source. The strong ground motion database from which the ground motion prediction model is derived consists of over 800 horizontal components of acceleration recorded from nine Vrancea intermediate-depth seismic events as well as from other seventeen intermediate-depth earthquakes produced in other seismically active regions in the world. Among the main features of the new ground motion model are the prediction of spectral ordinates values (besides the prediction of the peak ground acceleration), the extension of the magnitudes range applicability, the use of consistent metrics (epicentral distance) for this type of seismic source, the extension of the distance range applicability to 300 km, the partition of total standard deviation in intra- and inter-event standard deviations and the use of a national strong ground motion database more than two times larger than in the previous studies. The results suggest that this model is an improvement of the previous generation of ground motion prediction models and can be properly employed in the analysis of the seismic hazard of Romania.

고분자 압전 박막 센서를 이용한 사과의 충격 음파 특성 분석 (Analysis of Impact Acoustic Property of Apple Using Piezo-Polymer Film Sensor)

  • 김만수;이상대;박정학;김기복
    • 비파괴검사학회지
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    • 제28권2호
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    • pp.144-150
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    • 2008
  • 본 연구는 PVDF(polyvinylidene flouride) 압전센서를 이용하여 사과의 내부 품질을 평가할 수 있는지를 고찰하기 위하여 수행되었다. 사과 표면에 기계적 충격을 가한 후 반대편에 부착된 PVDF 압전센서를 이용하여 사과를 투과한 음파신호를 수신하였다. 투과 음파신호를 분석하기 위한 음향 파라미터들로서 시간영역에서는 신호의 rise time(RT), ring down count(RC), energy(EN), event duration(ED), peak amplitude(PA)를 이용하였으며 주파수영역에서는 spectral density(SD)를 각각 이용하였다. 사과의 저장 기간이 증가함에 따라 응답신호의 크기는 감소하였으며 중심 주파수도 저주파수로 변화하였다. 분석에 사용된 음향 파라미터들은 사과의 저장 기간과 밀접한 관계가 있는 것으로 나타났다. 음향 파라미터들과 저장기간에 대하여 다중회귀분석을 수행한 결과 결정계수가 0.97로 매우 높게 나타났다. 따라서 PVDF 압전센서와 음향 파라미터를 이용하여 사과의 저장기간에 따른 내부 품질 평가가 가능할 것으로 기대된다.

OFDM 시스템의 PAPR 감소를 위한 Adaptive Sine Soft Clipping 기법에 관한 연구 (A Study on Adaptive Sine Soft Clipping Method for PAPR Reduction in OFDM System)

  • 유선용;김완태;조성준
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2007년도 추계종합학술대회
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    • pp.340-343
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    • 2007
  • OFDM (Orthogonal Frequency Division Multiplexing) 방식은 주파수 선택적 페이딩 (frequency selective fading)과 협대역 간섭 (narrowband interference)에 강한 전송 방식으로 고속 데이터 통신에 적합하다. 하지만, OFDM 신호는 독립적으로 변조된 많은 부반송파들로 구성되므로 이들이 동위상으로 더해질 때 신호의 진폭이 증가하여 PAPR (Peak-to-Average Power Ratio) 문제가 발생한다. 본 논문에서는 OFDM의 PAPR 감소는 물론 고주파 성분 제어를 통하여 대역 외 스펙트럼 방출을 줄이고 clipping에 의한 왜곡을 감소시킬 수 있다. 시뮬레이션 과정을 통해 OFDM 시스템에 제안하는 알고리즘을 적용했을 경우, PAPR의 감소 정도와 PSD (Power Spectral Density), BER (Bit Error Rate)을 분석한다.

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Analysis of Energy-Efficiency in Ultra-Dense Networks: Determining FAP-to-UE Ratio via Stochastic Geometry

  • Zhang, HongTao;Yang, ZiHua;Ye, Yunfan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권11호
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    • pp.5400-5418
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    • 2016
  • Femtocells are envisioned as a key solution to embrace the ever-increasing high data rate and thus are extensively deployed. However, the dense and random deployments of femtocell access points (FAPs) induce severe intercell inference that in turn may degrade the performance of spectral efficiency. Hence, unrestrained proliferation of FAPs may not acquire a net throughput gain. Besides, given that numerous FAPs deployed in ultra-dense networks (UDNs) lead to significant energy consumption, the amount of FAPs deployed is worthy of more considerations. Nevertheless, little existing works present an analytical result regarding the optimal FAP density for a given User Equipment (UE) density. This paper explores the realistic scenario of randomly distributed FAPs in UDN and derives the coverage probability via Stochastic Geometry. From the analytical results, coverage probability is strictly increasing as the FAP-to-UE ratio increases, yet the growing rate of coverage probability decreases as the ratio grows. Therefore, we can consider a specific FAP-to-UE ratio as the point where further increasing the ratio is not cost-effective with regards to the requirements of communication systems. To reach the optimal FAP density, we can deploy FAPs in line with peak traffic and randomly switch off FAPs to keep the optimal ratio during off-peak hours. Furthermore, considering the unbalanced nature of traffic demands in the temporal and spatial domain, dynamically and carefully choosing the locations of active FAPs would provide advantages over randomization. Besides, with a huge FAP density in UDN, we have more potential choices for the locations of active FAPs and this adds to the demand for a strategic sleeping policy.

미생물 컨소시엄에 의한 시판 페녹시계 제초제 2,4-D의 생물분해 (Biodegradation of the Commercial Phenoxy Herbicide 2,4-D by Microbial Consortium)

  • 오계헌;김용석
    • KSBB Journal
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    • 제9권5호
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    • pp.469-474
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    • 1994
  • 본 연구의 목적은 시판 퍼l녹시계 제초제 2,4-D의 생물학적 처리의 가능성을 평가하기 위한 것이다. 시판 페녹시계 제초제는 2,4-0 아민염 으로셔 2,4-0( 40%)와 용제 (60 % )로 구성 되었다. 2,4-D에서 농화배양에 의해 얻어진 미생물 컨소시염은 탄소원 빛 에너지원으로서 2,4-0를 이용하였다. 이 설험에서 2,4-D분해의 최적 pH 와 기 질농도는 각각 7.0과 54mg/ E 였다. Yeast extract와 ascorbic acid의 첨가는 2,4-0의 분해 와 미생물의 생장을 촉진시켰다. 2,4-0를 정량하기 위해 HPLC가 사용되었으며 그 과정에셔 중간대사물질로셔 2,4-0CP가 분리되었다. GC MS는 2,4-0CP를 입증하기 위하여 사용되였다. 배양중의 UV scans 결과, 2,4-0의 최대흡광치는 배양이 진행되는 동안 감소되었으나, spectral 및 peak 변화는 보여주지 않았다.

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짧은 펄스로 구동되는 반도체 발광소자의 파장측정에 관한 연구 (A Study on the Measurement of Spectral Characteristics of Semiconductor Light Sources driven by Very Short Pulse Currents)

  • 김경식;김재창;조호성;홍창희
    • 한국광학회지
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    • 제1권2호
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    • pp.198-203
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    • 1990
  • 본 논문에서는 매우 짧은 전류펄스에 의해 구동되는 반도체 발광소자의 파장특성을 측정하기 위한 장치를 고안하였다. 이 장치는 600grooves/mm의 회절격자에 초점거리가 275mm인 분광기와 X-Y recorder 그리고 아날로그 분석을 위한 scanning motor와 최대값 검출기가 결합된 증폭기로 구성하였다. 특히, 최대값 검출기는 짧은 펄스 신호를 연속적인 값으로 변환하기 위하여 사용되었다. 이 장치를 이용하여 상용화된 발광다이오드와 AlGaAs/GaAs LD 및 InGaAsP/InP BH-LD를 duty cycle이 0.01인 전류펄스로 구동하면서 그 파장특성을 분석한 결과 약 1$\AA$ 정도의 분해능과 10$\mu$W 정도의 수신감도를 감지는 것을 확인하였다.

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