• 제목/요약/키워드: Acoustic parameters

검색결과 849건 처리시간 0.027초

AE 센서와 신경회로망을 이용한 NAK80 금형강의 자기연마 가공특성 모니터링 (Surface Condition Monitoring in Magnetic Abrasive Polishing of NAK80 Using AE Sensor and Neural Network)

  • 김광희;신창민;김태완;곽재섭
    • 한국생산제조학회지
    • /
    • 제21권4호
    • /
    • pp.601-607
    • /
    • 2012
  • The magnetic abrasive polishing (MAP), for online monitoring with AE sensor attachment, was performed in this study. To predict the surface roughness after the magnetic abrasive polishing of NAK80, the signal data acquired from the AE sensor were analyzed. A dimensionless coefficient, which consisted of average of AErms and standard deviation of AE signal, was defined as a characteristic of the MAP and a prediction model was obtained using least square method. A neural network, which had multiple input parameters from AE signals and polishing conditions, was applied for predicting the surface roughness. As a result of this study, it was seen that there was very close correlation between the AE signal and the surface roughness in the MAP. And then on-line prediction of the surface roughness after the MAP of the NAK80 was possible by the developed prediction model.

Echolocation Call Structure of Fourteen Bat Species in Korea

  • Fukui, Dai;Hill, David A.;Kim, Sun-Sook;Han, Sang-Hoon
    • Animal Systematics, Evolution and Diversity
    • /
    • 제31권3호
    • /
    • pp.160-175
    • /
    • 2015
  • The echolocation calls of bats can provide useful information about species that are generally difficult to observe in the field. In many cases characteristics of call structure can be used to identify species and also to obtain information about aspects of the bat's ecology. We describe and compare the echolocation call structure of 14 of the 21 bat species found in Korea, for most of which the ecology and behavior are poorly understood. In total, 1,129 pulses were analyzed from 93 echolocation call sequences of 14 species. Analyzed pulses could be classified into three types according to the pulse shape: FM/CF/FM type, FM type and FM/QCF type. Pulse structures of all species were consistent with previous studies, although geographic variation may be indicated in some species. Overall classification rate provided by the canonical discriminant analysis was relatively low. Especially in the genera Myotis and Murina, there are large overlaps in spectral and temporal parameters between species. On the other hand, classification rates for the FM/QCF type species were relatively high. The results show that acoustic monitoring could be a powerful tool for assessing bat activity and distribution in Korea, at least for FM/QCF and FM/CF/FM species.

반자율무인잠수정의 수중 복합항법 시스템 성능평가를 위한 회전팔 시험 (Rotating Arm Test for Assessment of an Underwater Hybrid Navigation System for a Semi-Autonomous Underwater Vehicle)

  • 이종무;이판묵;김시문;홍석원;서재원;성우제
    • 한국해양공학회지
    • /
    • 제17권4호
    • /
    • pp.73-80
    • /
    • 2003
  • This paper presents considerations on the results of the rotating arm test, which was carried out for assessment of an hybrid navigation system for a semi-autonomous underwater vehicle. The navigation system consists of an inertial measurement unit(IMU), an ultra-short baseline(USBL) acoustic navigation sensor and a doppler velocity log(DVL) accompanying a magnetic compass. A navigational systemmodel is derived to include the scale effect and bias errors of the DVL, of which the state equation composed of the navigation states and sensor parameters are 25 in the order. The extended Kalman filter was used to propagate the error covariance, The rotating arm tests were carried out in the Ocean Engineering Basin of KRISO, to generate circular motion. The hybrid underwater navigation system shows good tracking performance against the circular planar motion. Additionally this paper checked the effects of the sampling ratio of the navigation system and the possibility of the dead reckoning with the DVL and the magnetic compass to estimate the position of the vehicle.

Homogeneous Centroid Neural Network에 의한 Tied Mixture HMM의 군집화 (Clustering In Tied Mixture HMM Using Homogeneous Centroid Neural Network)

  • 박동철;김우성
    • 한국통신학회논문지
    • /
    • 제31권9C호
    • /
    • pp.853-858
    • /
    • 2006
  • 음성인식에서 TMHMM(Tied Mixture Hidden Markov Model)은 자유 매개변수의 수를 감소시키기 위한 좋은 접근이지만, GPDF(Gaussian Probability Density Function) 군집화 오류에 의해 음성인식의 오류를 발생시켰다. 본 논문은 TMHMM에서 발생하는 군집화 오류를 최소화하기 위하여 HCNN(Homogeneous Centroid Neural Network) 군집화 알고리즘을 제안한다. 제안된 알고리즘은 CNN(Centroid Neural Network)을 TMHMM상의 음향 특징벡터에 활용하였으며, 다른 상태에 소속된 확률밀도가 서로 겹쳐진 형태의 이질군집 지역에 더 많은 코드벡터를 할당하기 위해서 본 논문에서 새로 제안이 제안되는 이질성 거리척도를 사용 하였다. 제안된 알고리즘을 한국어 고립 숫자단어의 인식문제에 적용한 결과, 기존 K-means 알고리즘이나 CNN보다 각각 14.63%, 9,39%의 오인식률의 감소를 얻을 수 있었다.

자동이득 조절에서 해제시간에 따른 어음인지점수 변화 (The Word Recognition Score According to Release Time on Automatic Gain Control)

  • 황세미;전유용;박헌진;송영록;이상민
    • 대한의용생체공학회:의공학회지
    • /
    • 제31권5호
    • /
    • pp.385-394
    • /
    • 2010
  • Automatic gain control(AGC) is used in hearing aids to compensate for the hearing level as to reduced dynamic range. AGC is consisted of the main 4 factors which are compression threshold, compression ratio, attack time, and release time. This study especially focus on each individual need for optimum release time parameters that can be changed within 7 certain range such as 12, 64, 128, 512, 2094, and 4096ms. To estimate the effect of various release time in AGC, twelve normal hearing and twelve hearing impaired listeners are participated. The stimuli are used by one syllable and sentence which have the same acoustic energy respectively. Then, each of score of the word recognition score is checked in quiet and noise conditions. As a result, it is verified that most people have the different best recognition score on specific release time. Also, if hearing aids is set by the optimum release time in each person, it is helpful in speech recognition and discrimination.

단측파대 변조방식의 수중 무선 전화기 제작 및 성능 (Manufacturing and its Performance of the Underwater Wireless Telephone Using Single Side Band Modulation)

  • 윤종락;박규칠;박문갑;김석재;노용주
    • 한국음향학회지
    • /
    • 제23권2호
    • /
    • pp.134-145
    • /
    • 2004
  • 본 연구는 수중과 수상의 송수신자간의 음성 통화를 위한 수중 무선 전화기 설계 제작과 그 성능에 관한 연구이다. 배경잡음, 다중경로 및 잠수자의 흡배기음과 같은 수중음향통신채널의 변수들과 수중 무선 전화기의 통화성능과의 관계를 해석하여 단측파대 방식으로 시스템을 제작하였다. 반송 주파수는 배경 잡음에 대한 S/N비를 높이기 위해 약 33 kHz로 하였으며 송신 음압 준위는 131 dB re 1 μPa이다. 해양에서의 성능평가 결과 거리 300 m 이하에서 문장 이해도는 80% 이상이었다.

웨이블렛-신경망을 이용한 부분방전 종류와 진단에 관한연구 (A Study on Diagnosis of Partial Discharge Type Using Wavelet Transform-Neural Network)

  • 박재준;전현구;전병훈;김성홍;권동진
    • 한국전기전자재료학회:학술대회논문집
    • /
    • 한국전기전자재료학회 2002년도 하계학술대회 논문집 Vol.3 No.2
    • /
    • pp.894-899
    • /
    • 2002
  • In this papers, we proposed the new method in order to diagnosis partial discharge type of transformers. For wavelet transform, Daubechies filter is used, we can obtain wavelet coefficients which is used to extract feature of statistical parameters (maximum value, average value, dispersion, skewness, kurtosis) about high frequency current signal per 3-electrode type (needle-plane electrode, IEC electrode and Void electrode.). Also. these coefficients are used to identify Signal of internal partial discharge in transformer. As a result. from compare of high frequency current signal amplitude and average value. we are obtained results of IEC electrode> Void electrode> Needle-Plane electrode. otherwise. In case of skewness and kurtosis, we are obtained results of Void electrode> IEC electrode > Needle-Plane electrode. As Improved method in order to diagnosis partial discharge type of transformers, we use neural network.

  • PDF

Correlations Among Speed of Sound, Broadband Ultrasonic Attenuation, Broadband Ultrasonic Reflection, and Bone Density in Bovine Cancellous Bone

  • Lee, Kang-Il;Choi, Bok-Kyoungi;Yoon, Suk-Wang
    • The Journal of the Acoustical Society of Korea
    • /
    • 제22권2E호
    • /
    • pp.69-77
    • /
    • 2003
  • Correlations between acoustic properties and bone density have been investigated in bovine cancellous bone. Speed of sound (SOS), broadband ultrasonic attenuation (BUA), and broadband ultrasonic reflection (BUR) were measured in 10 defatted bovine cancellous bone specimens in vitro. SOS showed a significant correlation with the apparent density of the bone. A comparable correlation was observed between BUA and the apparent density. BUR was rather highly correlated with the apparent density. It was shown that BUR had a weak correlation with BUA and a significant correlation with SOS. This indicates that the parameter BUR can provide important information that may not be contained in BUA and SOS and, therefore, can be useful as an alternative diagnostic parameter of osteoporosis. As expected, a linear combination of all three ultrasonic parameters in a multiple regression model resulted in a significant improvement in predicting the apparent bone density.

Multi-Termination Technique for the Measurement of Characteristic Impedance and Propagation Constant of Sound Absorbing Materials Using an Impedance Tube

  • Lee, Jong-Hwa;Ih, Jeong-Guon
    • The Journal of the Acoustical Society of Korea
    • /
    • 제25권2E호
    • /
    • pp.79-84
    • /
    • 2006
  • Acoustic characteristics of a sound absorbing material can be identified, if the characteristic impedance and propagation constants are known, which have generally been determined experimentally. One easy method determining these two essential parameters is to measure the one dimensional wave characteristics in the impedance tube. In th udy, the effects of backing conditions on the impedance tube measurement have been examined using several pairs of generally used end conditions. The results showed that the measured values are similar for most pairs of end conditions: however, it was observed that the measured characteristic impedance for different thickness did not agree well for some pairs. In this work, the multi termination method, using three or more known backing con ns, was suggested to reduce such random errors, which are mostly caused by the test procedure. Employing three terminations as a set, comprised of a rigid end, an end with porous material, and an end with a backing cavity, it was demonstrated that improved measured results could be obtained for an open cell PU foam varying widely with three different thicknesses.

Reaction Mechanism and Kinetics of Degradation for Refractory Organic Pollutants in Water by Ultrasonic Irradiation

  • Sohn, Jong-Ryeul;Moon, Kyung-Hwan
    • 한국환경보건학회:학술대회논문집
    • /
    • 한국환경보건학회 2003년도 Challenges and Achievements in Environmental Health
    • /
    • pp.123-127
    • /
    • 2003
  • This experiment was performed to investigate the characteristics of sonolytic reaction as the basic data for development of the ultrasonic AOP(Advanced Oxidation Process) process from which the refractory organic compounds in aqueous solution which are not readily removed by the existing conventional wastewater treatment processes can be destructed and removed. Trichloroethylene (TCE), benzene, and 2,4-dichlorophenol(DCP) were used as the samples, and their destruction efficiency were measured in terms of experimental parameters of the initial solution concentration, initial solution pH, reaction temperature, acoustic frequencies and intensities. Results showed that the destruction efficiencies of all of the sample materials were above 80% within 120 minutes of sonolytic reaction in all reaction condition. The reaction order of these three compounds was verified as Pseudo first order. From the fore-mentioned results, it can be concluded that the refractory organic compounds could be removed by the ultrasonic irradiation with radicals, such as H$.$and OH$.$causing the high increase of pressure and temperature. Finally, it appears that the new AOP technology using ultrasonic irradiation can be applied to the treatment of refractory substances which are difficult to be decomposed by the conventional methods.

  • PDF