• Title/Summary/Keyword: Performance Evaluations

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A Comparison of Front-Ends for Robust Speech Recognition

  • Kim, Doh-Suk;Jeong, Jae-Hoon;Lee, Soo-Young;Kil, Rhee M.
    • The Journal of the Acoustical Society of Korea
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    • v.17 no.3E
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    • pp.3-11
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    • 1998
  • Zero-crossings with Peak amplitudes (ZCPA) model motivated by human auditory periphery was proposed to extract reliable features form speech signals even in noisy environments for robust speech recognition. In this paper, the performance of the ZCPA model is further improved by incorporating conventional speech processing techniques into the model output. Spectral and cepstral representations of the ZCPA model output are compared, and the incorporation of dynamic features with several different lengths of time-derivative window are evaluated. Also, comparative evaluations with other front-ends in real-world noisy environments are performed, and result in the superiority of the ZCPA model.

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A Method for RBF-based Approximate Optimization of Expensive Black Box Functions (고비용 블랙박스 함수의 RBF기반 근사 최적화 기법)

  • Park, Sangkun
    • Korean Journal of Computational Design and Engineering
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    • v.21 no.4
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    • pp.443-452
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    • 2016
  • This paper proposes a method for expensive black box optimization using radial basis functions (RBFs). The proposed algorithm is a computational strategy that uses a RBF model approximating the expensive black box function to predict an optimum. First, a RBF-based approximation technique is introduced and a sampling plan for estimation of the black box function is described. Then the proposed algorithm is explained, which presents the pseudo-codes for implementation and the detailed description of each step performed in the optimization process. In addition, numerical experiments will be given to analyze the performance of the proposed algorithm, by investigating computation accuracy, number of function evaluations, and convergence history. Finally, geometric distance problem as application example will be also presented for showing the algorithm applicability to different engineering problems.

Residential Solar Cell System by driving of High Efficiency Inverter

  • Kwak Dong-Kurl;Lee Hyun-Woo
    • Proceedings of the KIPE Conference
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    • 2001.10a
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    • pp.687-691
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    • 2001
  • With today's global environmental and energy problems, high expectations exist for solar power generation to reduce carbon dioxide generated by the consumption of fossil fuels. On the other hand, power consumption in residential homes is increasing every year. Among the many household appliances, the power demand for air conditioners increases dramatically during the summer, particularly in the afternoons. As this pattern closely matches the output pattern of solar cells, it should be possible to combine a photovoltaic array with an air conditioner to decrease the energy consumption within the home. We have developed a residential solar-powered air conditioner that operates through a combination of photovoltaic array and commercial power. In this paper, the configuration and specification of the residential solar-powered system are described to a novel high efficiency inverter using a ZVCS boost converter. And the performance evaluations of the solar-powered air conditioner are examined by the analysis of a new tracking controller with a maximum power $P_{max}$ detection of solar cell.

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Space Vector Modulated Three-Phase Soft-Switching Active Rectifier and Its Performance Evaluations

  • Fujii Yuma;Ahmed Tarek;Imamura Kosuke;Hiraki Eiji;Nakaoka Mutsuo
    • Proceedings of the KIPE Conference
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    • 2003.07a
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    • pp.213-215
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    • 2003
  • This paper presents an instantaneous space vector modulated voltage source type three-phase soft-switching PFC rectifier using a single auxiliary resonant DC Link snubber for alternative energy utilizations. in the first place, the operating principle of an active auxiliary resonant DC link snubber circuit is described including its unique features. In the next place, the simulation analysis of three-phase soft-switching PWM rectifier is implemented, and the operating performances or the three-phase voltage-fed PWM rectifier treated here, which can operate under the conditions of sinewave line current shaping and utility power factor are evaluated and discussed on tile basis of this simulation results.

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New Analysis on the Generalization of SC Systems for the Reception of M-ary Signals over Nakagami Fading Channels

  • Kim Hong-Chul;Kim Chang-Hwan
    • Journal of electromagnetic engineering and science
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    • v.4 no.4
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    • pp.190-196
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    • 2004
  • An alternative solution to the problem of obtaining acceptable performances on a fading channel is the diversity technique, which is widely used to combat the fading effects of time-variant channels. The symbol error probability of M-ary DPSK(MDPSK), PSK(MPSK) and QAM(MQAM) systems using 2 branches from the branch with the largest signal-to-noise ratio(SNR) at the output of L-branch selection combining(SC), i.e., SC2 in frequency- nonselective slow Nakagami fading channels with an additive white Gaussian noise(AWGN) is derived theoretically. These performance evaluations allow designers to determine M-ary modulation methods for Nakagami fading channels.

Skew Estimation and Correction in Text Images using Shape Moments (형태 모멘트를 이용한 텍스트 이미지 경사 측정 및 교정)

  • Choo, Moon-Won;Chin, Seong-Ah
    • The Journal of the Korea Contents Association
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    • v.3 no.1
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    • pp.14-20
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    • 2003
  • In this paper efficient skew estimation and correction approaches are proposed. To detect the skew of text images, Hough transform using the perpendicular angle view property and shape moments are peformed. The resultant primary text skew angle is used to align the original text. The performance evaluations of the proposed methods with respect to running time are shown.

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The economic based Program for Remote Microgrid Design (경제성평가에 의한 독립형 마이크로그리드의 설계프로그램 개발)

  • Lee, Hak-Ju;Jung, Won-Wook;Chu, Ceol-Min
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2009.10a
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    • pp.219-222
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    • 2009
  • Microgrid is a small-scale power system composed of distributed generators, energy storage system and loads, and can operate in the grid-connected mode and the islanded mode. This paper presents optimal design procedures for remote microgrid. The design program is based on the economic evaluations including the feasibility study module, optimal combination and allocation of DER, power network design and the reduction of the GHG emmission. This program which is suggested in this paper shows good performance as a tool of remote microgrid design.

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Design of Multiple VoIP Service Networks for P2P Network Environments based on Portable Internet (휴대인터넷 기반 P2P 망 환경에서의 다자간 VoIP 서비스 망 설계)

  • Eom Ki-Bok;Yoe Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.8
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    • pp.1640-1646
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    • 2004
  • In this study, we propose the multiple VoIP service networks for P2P network environments based on portable internet. We found that voiceservice using portable internet is possible for real time services. After we designe the multiple VoIP service networks for P2P network environments based on portable internet, evaluate the performances. from the performance evaluations, we found satisfactory results and so we can expect the possibility of the portable internet services.

Optimal Design of Synchronous Reluctance Motor by Loss & Efficiency Evaluations Related to Slot Number using Response Surface Methodology (반응표면법을 이용한 슬롯수 관련 손실, 효율 평가애 따른 동기형 릴럭턴스 전동기의 최적 설계)

  • Park, Seong-June;Jang, Young-Jin;Lee, Jung-Ho
    • Proceedings of the KIEE Conference
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    • 2004.10a
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    • pp.123-125
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    • 2004
  • This paper presents the application of response surface methodology (RSM) to design optimization for two types of synchronous reluctance motors (SynRMs); one has 12 slots with distributed winding, and the other has 6 slots with concentrated winding, to improve the ratio between torque ripple and average torque. The usefulness of RSM in optimization problem of SynRM is verified as compared with the results of finite element analysis. In the end, the optimized two SynRMs are compared with SynRM currently used in air-conditioning compressor in connection with torque performance and loss.

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Design of WQPOA Routing Algorithm for Next Generation Internet Services (차세대 인터넷을 위한 QoS 기반 라우팅 알고리즘)

  • Son, Seung-Won;O, Chang-Seok
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.11S
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    • pp.3229-3242
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    • 1999
  • At recent, the Internet is evolving into the directions which is capable of incorporating stream-type services such as voice and video services due to the remarkable growth of WWW service and the development of new multimedia application services. However, the existing Internet can only support a best-effort delivery model and thus it is difficult to satisfy these requirements as well as to provide the QoS beyond a certain degree. Accordingly, it is imperative to develop QoS-based routing algorithm in order to allow flexible routing by the Internet user's QoS demand and to be applied into wide area networks. In this paper, we presented new routing algorithms for next generation Internet services and made performance evaluations. The proposed algorithms allow the routing by the user's QoS demand level in order to provide the diverse Internet application services based on ATM network environment that is expected to play a role as an infrastructure of next Generation Internet Services.

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