• Title/Summary/Keyword: car noise

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Voice Activity Detection Method Using Psycho-Acoustic Model Based on Speech Energy Maximization in Noisy Environments (잡음 환경에서 심리음향모델 기반 음성 에너지 최대화를 이용한 음성 검출 방법)

  • Choi, Gab-Keun;Kim, Soon-Hyob
    • The Journal of the Acoustical Society of Korea
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    • v.28 no.5
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    • pp.447-453
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    • 2009
  • This paper introduces the method for detect voices and exact end point at low SNR by maximizing voice energy. Conventional VAD (Voice Activity Detection) algorithm estimates noise level so it tends to detect the end point inaccurately. Moreover, because it uses relatively long analysis range for reflecting temporal change of noise, computing load too high for application. In this paper, the SEM-VAD (Speech Energy Maximization-Voice Activity Detection) method which uses psycho-acoustical bark scale filter banks to maximize voice energy within frames is introduced. Stable threshold values are obtained at various noise environments (SNR 15 dB, 10 dB, 5 dB, 0 dB). At the test for voice detection in car noisy environment, PHR (Pause Hit Rate) was 100%accurate at every noise environment, and FAR (False Alarm Rate) shows 0% at SNR15 dB and 10 dB, 5.6% at SNR5 dB and 9.5% at SNR0 dB.

A Study on a Model Parameter Compensation Method for Noise-Robust Speech Recognition (잡음환경에서의 음성인식을 위한 모델 파라미터 변환 방식에 관한 연구)

  • Chang, Yuk-Hyeun;Chung, Yong-Joo;Park, Sung-Hyun;Un, Chong-Kwan
    • The Journal of the Acoustical Society of Korea
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    • v.16 no.5
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    • pp.112-121
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    • 1997
  • In this paper, we study a model parameter compensation method for noise-robust speech recognition. We study model parameter compensation on a sentence by sentence and no other informations are used. Parallel model combination(PMC), well known as a model parameter compensation algorithm, is implemented and used for a reference of performance comparision. We also propose a modified PMC method which tunes model parameter with an association factor that controls average variability of gaussian mixtures and variability of single gaussian mixture per state for more robust modeling. We obtain a re-estimation solution of environmental variables based on the expectation-maximization(EM) algorithm in the cepstral domain. To evaluate the performance of the model compensation methods, we perform experiments on speaker-independent isolated word recognition. Noise sources used are white gaussian and driving car noise. To get corrupted speech we added noise to clean speech at various signal-to-noise ratio(SNR). We use noise mean and variance modeled by 3 frame noise data. Experimental result of the VTS approach is superior to other methods. The scheme of the zero order VTS approach is similar to the modified PMC method in adapting mean vector only. But, the recognition rate of the Zero order VTS approach is higher than PMC and modified PMC method based on log-normal approximation.

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A Study on Shortcomings of Mechanical Model with Lumped Mass for Dynamic Characterization of Hydraulic Mounts and Confirmation of Hydraulic Model by Improvement of Experimentations (유체 봉입 마운트의 동적 특성화를 위한 집중질량 요소를 갖는 기계적 모형의 문제점 파악과 실험 방법 개선을 통한 수력학적 모형의 타당성 확인)

  • 배만석;이준화;김광준
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.13 no.5
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    • pp.393-399
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    • 2003
  • Hydraulic mounts show strong1y frequency-dependent stiffness and damping characteristics in low frequency range, which result from so called inertia track dynamics. A lumped mass has been incorporated in several mechanical models of the literature to take the inertia effect of the fluid in the track into consideration. Although complex s%illness by the mechanical model showed good agreements with the measured values, there exists a critical pitfall. In this paper, the shortcomings of mechanical models with lumped mass for hydraulic founts are clearly identified by illustrating actual measurements of the stiffness parameters for a hydraulic mount. It is conclusively discussed that the inertia effect of the fluid flow through the circular track is significant but latent. As an alternative to the mechanical model, a hydraulic model is claimed to be used for further dynamic analysis of engine/mount system or whole car system.

Experiment for Seated Human Body to Vertical/Fore-and-aft/Pitch Excitation (착석자세 인체의 상하/전후/피치 가진 시험)

  • Kim, Jong-Wan;Kim, Ki-Sun;Kim, Kwang-Joon
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2009.10a
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    • pp.656-660
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    • 2009
  • Various dynamic models of seated posture human body have been developed because the importance about the ride comfort assessment of vehicles is highly emphasized from day to day. The dynamic models of human body make possible the simulation of ride comfort assessment by applied to the vehicle dynamic model. Recently, the importance of ride comfort is also regarded to working vehicles such as excavators and the research of the ride comfort assessment for working vehicle is required. Only vertical vibration dominantly occurs on the seat of the private car driving with constant velocity. In contrast, vertical/fore-and-aft/pitch vibration seriously occurs on the seat of the working excavator. So, the dynamic models of seated human body applied to working vehicles should describe the dynamic characteristics for vertical/fore-and-aft/pitch direction. In this paper, the dynamic characteristics of seated human body are represented as apparent inertia matrix. The apparent inertia matrix is obtained by the vertical/fore-and-aft/pitch excitation of seated human body. 6 resonance frequencies are observed in apparent inertia matrix. This result can be applied to develop the dynamic model for seated posture human body.

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Development of PLC Communication Line Test Simulator (PLC 통신 선로 시험 시뮬레이터 개발)

  • ku, Jayl
    • Journal of the Institute of Electronics and Information Engineers
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    • v.54 no.4
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    • pp.122-128
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    • 2017
  • In order to simplify the wiring of construction heavy equipment, researches on PLC(Power Line Communication)-CAN(Controller Area Network) communication module are actively proceeding. Even if a PLC-CAN communication module is developed, a simulator capable of judging whether the PLC-CAN communication module is operating normally is needed. In this paper, we designed and developed a simulator that can measure the status of PLC-CAN communication module. We analyzed the characteristics of the power line communication frequency band by analyzing the characteristics of the power line and compared the noise characteristics with the passenger car in order to characterize the heavy equipment noise.

Design Sensitivity Analysis of an Engine Mount System using the Multi-Domain FRF-based Substructuring Method (다중 전달함수합성 법을 이용한 엔진마운트 시스템의 설계민감도 해석)

  • 이두호;황우석
    • Transactions of the Korean Society of Automotive Engineers
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    • v.10 no.3
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    • pp.237-244
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    • 2002
  • Analyzing acoustic-structural systems such as automobiles and aircraft, the FRF-based substructuring (FBS) method is one of the most powerful tools. In this paper, a general procedure for the parametric sensitivity analysis of vibro-acoustic problems has been presented using the multi-domain FRF-based substructuring formulation. For an acoustic-structural system sub-structured by multiple domains, the substructuring formulation gives the reaction farces on the interface boundaries. The design sensitivity formula is obtained from the direct differentiation of the reaction force expression with respect to the design vector. As a practical application, the proposed design sensitivity formula is applied to an engine mount system of passenger car. An objective of the problem is to identify the most effective engine mounts and bushes in minimizing the interior noise over the concerned rpm range. The comparison of the sensitivity results with those of the finite difference method shows excellent agreement. In addition, stiffness modifications of the mounts and bushes identified through the design sensitivity analysis lead to a successful decrease of the interior noise. This results show usefulness of the present method very well.

Reduction Gear Stability Estimation due to Torque Variation on the Marine Propulsion System with High-speed Four Stroke Diesel Engine (고속 4행정 디젤엔진을 갖는 선박 추진시스템에서 토크변동에 의한 감속기어 안정성 평가)

  • Kim, InSeob;Yoon, Hyunwoo;Kim, Junseong;Vuong, QuangDao;Lee, Donchool
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.25 no.12
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    • pp.815-821
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    • 2015
  • Maritime safety has been more critical recently due to the occurrence of shipboard accidents involving prime movers. As such, the propulsion shafting design and construction plays a vital role in the safe operation of the vessel other than focusing on being cost-efficient. Smaller vessels propulsion shafting system normally install high speed four-stroke diesel engine with reduction gear for propulsion efficiency. Due to higher cylinder combustion pressures, flexible couplings are employed to reduce the increased vibratory torque. In this paper, an actual vibration measurement and theoretical analysis was carried out on a propulsion shafting with V18.3L engine installed on small car-ferry and revealed higher torsional vibration. Hence, a rubber-block type flexible coupling was installed to attenuate the transmitted vibratory torque. Considering the flexible coupling application factor, reduction gear stability due to torque variation was analyzed in accordance with IACS(International Association of Classification Societies) M56 and the results are presented herein.

Vehicle Dynamic Analysis Using Nonlinear Finite Element Analysis Program(LS-DYNA) (비선형 유한요소 해석프로그램(LS-DYNA)을 이용한 차량 동력학해석)

  • Min, Han-Ki;Lee, Hyun;Yang, In-Young
    • Journal of the Korean Society of Safety
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    • v.17 no.3
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    • pp.36-42
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    • 2002
  • Structural integrity of either a passenger car or a light truck is one of the basic requirements for a full vehicle engineering and development program. The results of the vehicle product performance are measured in terms of ride and handling, durability, noise/vibration/harshness(NVH), crashworthiness and occupant safety. The level of performance of a vehicle directly affects the marketability, profitability and, most importantly, the future of the automobile manufacturer. In this study, we used the virtual proving ground(VPG) approach for obtaining the dynamic characteristics. VPG approach uses a nonlinear, dynamic, finite element code(LS-DYNA3D) which expands the application boundary outside the classic linear, antic assumptions. VPG approach also uses realistic boundary conditions of tire/road surface interactions. To verify the predicted dynamic results, a single lane change test has been performed. The prediction results were compared with the experimental test results, and the feasibility of the integrated CAE analysis methodology was verified.

Design and fabrication of the GPS antenna system including RF-stage (RF 수신부를 내장한 GPS 안테나 시스템의 설계 및 제작)

  • 홍성일;이정호;변건식;정만영
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.33A no.6
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    • pp.99-107
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    • 1996
  • When GPS (global positioning system) is used as synchronous signal in CDMA digital cellular base station system and high speed digital synchronous communication network, antenna cable length is increased, comparing with other GPS application such as positioning or car navigation. In this paper, it is proposed that a type of new GPS antenna system including RF stage for reduction of cable loss in case of long cable.The antenna system with TMPA(truncated-corners microstrip patch antenna) is designed and fabricated because GPS signal has RHCP (right-hand circular polarization), consequently antenna size can be made small size. LNA (low noise amplifier) is designed by using HEMT(high electron mobility transistor)which has lower noise figurae and better AGC characteristics at low voltage than GaAs FET, and we equiped mixer, in GPS antenna unit, which converts from 1575.42MHz to 75.42MHz. As result of comparing between typical system and proposed system when cable length is 60m, 63dB, 55dB and 25dB gain are obtained for RG-316/U, RG-58C/U and RG-213/U, and better characteristics are achieved than typical system as far as cable length is longer.

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Study of Sound Quality Improvement for Car Audio System (자동차 오디오 시스템의 음질 개선 연구)

  • 박석태
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 1995.10a
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    • pp.123-129
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    • 1995
  • 본 논문은 차실내 음향 특성 개선 연구로 수행중이며 정상 상태 음향 응답 특성 시험을 통하여 차실내에서 운전자가 듣게되는 음장 특성을 알게 되었고, 라우드 스피커에 대한 음향 특성 시험으로 이러한 차실내 음장의 비평탄성은 라우드 스피커 자체의 문제가 아니라 차실 공간등이 요인에 의한 것이라는 것을 추론할 수 있었다. 배플 상태 및 차량에 장착된 상태하의 라우드 스피커에 대한 임피던스 시험 결과로 임피던스의 장착 부위의 후면 공간이 임피던스 특성 변화를 가져오게 하는 것을 알 수 있었다. 임피던스 시험 결과를 이용하여 라우드 스피커에 대한 모델 매개 변수를 규명할 수 있었고, 이를 이용한 라우드 스피커의 모델 개선이 가능하게 되었다. 또한, 시간 지연 분광법을 이용하여 차실내에서 음향 전파 과정 분석을 할 수 있었고, 이로 인해 운전자가 시간에 따라 다른 음향 응답 특성으로 듣게 되는 것을 알게 되어 향후 음질 개선 연구 수행에 이용될 수 있다. 이러한 방법으로 음이 진행함에 따라 부딪치는 반사면의 흡음 또는 반사 특성을 파악할 수도 있어서 흡음재의 선정 및 라우드 스피커의 장착 위치 및 각도를 선정하는데 이용될 수도 있다. 향후의 연구 방향은 어떠한 음향 패턴이 운전자가 좋은 음향이라고 느끼게 되는지를 규명하는 것, 즉 주관적 평가와 객관적 시험 데이터 사이의 연관성을 확립하는 것과 라우드 스피커 모델링 기법과 차실 공간의 음향 특성을 이용한 차실내 최적 음향 조건을 규명하는 것이 될 것이다.

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