• 제목/요약/키워드: Robust algorithm

검색결과 2,732건 처리시간 0.03초

견고한 대화시스템을 위한 한국어 대화체의 음운론적, 구문론적 오류 분석 및 복구 (An analysis and correction of the phonological and syntactic errors in korean dialogues for a robust dialogue system)

  • 김영길;김한우;최병욱
    • 전자공학회논문지C
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    • 제34C권5호
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    • pp.55-65
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    • 1997
  • In many cases, a dialogue system can't extract the correct analysis information of a user's spoken utterance, because of its own ungrammatical components. Therefore, in order to perform a correct before it performs the syntactic processing. In this paper, we use a real dialogue corpus and classify these ungrammatical errors as 4 categories : phonological, syntactic, semantic errors that consist of speech reparis and inversions, and propose an algorithm to detect and correct the errors. In short, this paper proposes a method to detect and correct the speech repairs and inversions that are classified as the phonological and syntactic errors to implement a robust dialogue system. And, through the test of real dialogue data, this paper shows an efficiency of the proposed algorithm.

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Application of Block On-Line Blind Source Separation to Acoustic Echo Cancellation

  • Ngoc, Duong Q.K.;Park, Chul;Nam, Seung-Hyon
    • The Journal of the Acoustical Society of Korea
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    • 제27권1E호
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    • pp.17-24
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    • 2008
  • Blind speech separation (BSS) is well-known as a powerful technique for speech enhancement in many real world environments. In this paper, we propose a new application of BSS - acoustic echo cancellation (AEC) in a car environment. For this purpose, we develop a block-online BSS algorithm which provides robust separation than a batch version in changing environments with moving speakers. Simulation results using real world recordings show that the block-online BSS algorithm is very robust to speaker movement. When combined with AEC, simulation results using real audio recording in a car confirm the expectation that BSS improves double talk detection and echo suppression.

Distributed Channel Allocation Using Kernel Density Estimation in Cognitive Radio Networks

  • Ahmed, M. Ejaz;Kim, Joo Seuk;Mao, Runkun;Song, Ju Bin;Li, Husheng
    • ETRI Journal
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    • 제34권5호
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    • pp.771-774
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    • 2012
  • Typical channel allocation algorithms for secondary users do not include processes to reduce the frequency of switching from one channel to another caused by random interruptions by primary users, which results in high packet drops and delays. In this letter, with the purpose of decreasing the number of switches made between channels, we propose a nonparametric channel allocation algorithm that uses robust kernel density estimation to effectively schedule idle channel resources. Experiment and simulation results demonstrate that the proposed algorithm outperforms both random and parametric channel allocation algorithms in terms of throughput and packet drops.

ACCURATE AND EFFICIENT COMPUTATIONS FOR THE GREEKS OF EUROPEAN MULTI-ASSET OPTIONS

  • Lee, Seunggyu;Li, Yibao;Choi, Yongho;Hwang, Hyoungseok;Kim, Junseok
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • 제18권1호
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    • pp.61-74
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    • 2014
  • This paper presents accurate and efficient numerical methods for calculating the sensitivities of two-asset European options, the Greeks. The Greeks are important financial instruments in management of economic value at risk due to changing market conditions. The option pricing model is based on the Black-Scholes partial differential equation. The model is discretized by using a finite difference method and resulting discrete equations are solved by means of an operator splitting method. For Delta, Gamma, and Theta, we investigate the effect of high-order discretizations. For Rho and Vega, we develop an accurate and robust automatic algorithm for finding an optimal value. A cash-or-nothing option is taken to demonstrate the performance of the proposed algorithm for calculating the Greeks. The results show that the new treatment gives automatic and robust calculations for the Greeks.

마이크로폰의 이득 특성에 강인한 위치 추적 (A new sound source localization method robust to microphones' gain)

  • 최지성;이지연;정상배;한민수
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2006년도 춘계 학술대회 발표논문집
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    • pp.127-130
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    • 2006
  • This paper suggests an algorithm that can estimate the direction of the sound source with three microphones arranged on a circle. The algorithm is robust to microphones' gains because it uses only the time differences between microphones. To make this possible, a cost function which normalizes the microphone's gains is utilized and a procedure to detect the rough position of the sound source is also proposed. Through our experiments, we obtained significant performance improvement compared with the energy-based localizer.

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3D 크레인 시스템 적응제어에 관한 연구 : 실시간 시뮬레이터 구현 (A Study on Adaptive Control of 3D Crane Systems : Implementation of a Real-time Simulator)

  • 송창환;조현철;이진우;이영진;이권순
    • 동력기계공학회지
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    • 제12권6호
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    • pp.36-41
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    • 2008
  • A crane is very important mechanical systems in industrial applications to move huge objects. Especially, in marine port terminals, it is used to place container boxes at desired position within given operating time. However, such system is faced with environmental disturbance such as wind from the sea, thus crane control system is required to cope with this nature. This paper proposed robust and adaptive control algorithm of a complicated 3D crane against the environmental disturbance. We simplify a mathematical design procedure to derive our control algorithm. We conduct real-time experiment using a crane simulator to evaluate its superiority and reliability.

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An Approach for Security Problems in Visual Surveillance Systems by Combining Multiple Sensors and Obstacle Detection

  • Teng, Zhu;Liu, Feng;Zhang, Baopeng;Kang, Dong-Joong
    • Journal of Electrical Engineering and Technology
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    • 제10권3호
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    • pp.1284-1292
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    • 2015
  • As visual surveillance systems become more and more common in human lives, approaches based on these systems to solve security problems in practice are boosted, especially in railway applications. In this paper, we first propose a robust snag detection algorithm and then present a railway security system by using a combination of multiple sensors and the vision based snag detection algorithm. The system aims safety at several repeatedly occurred situations including slope protection, inspection of the falling-object from bridges, and the detection of snags and foreign objects on the rail. Experiments demonstrate that the snag detection is relatively robust and the system could guarantee the security of the railway through these real-time protections and detections.

압축공격에 강인한 칼라영상의 워터마킹 (Robust Watermarking toward Compression Attack in Color Image)

  • 김윤호
    • 한국정보통신학회논문지
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    • 제9권3호
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    • pp.616-621
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    • 2005
  • 본 논문에서는 변환영역 기반과 인간의 시각특성을 적용하여 압축에 강한 칼라 영상의 디지털 워터마킹 알고리즘을 제안하였다. 원영상을 RGB 채널로 분리한 후, HVS 특성을 고려하여 명암대비와 텍스처 특징을 분석한 후, 최적의 주파수영역을 선택하여 워터마크를 삽입하였다 전처리 과정은 2D DCT를 사용하였고, 워터마크는 시각적으로 인지가 가능한 특정 로고 형태의 이진 영상을 사용하였다. 외부공격 유형으로 JPEG 압축을 수행하여 실험한 결과, JPEG 압축 $60\%$까지 워터마크의 추출이 가능하였고 $90\%$ 이상의 상관도를 보였다.

상호 협력적인 시-공간 필터 기반 포섬광 탐지 (Robust Ordnance Flash Detection Based on Cooperative Temporal and Spatial Filters)

  • 양유경;김현숙;박용찬
    • 한국군사과학기술학회지
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    • 제14권4호
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    • pp.700-709
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    • 2011
  • In this paper, we propose a novel method which can detect ordnance firing events in IR images. The proposed algorithm is comprised of effective target detection and robust clutter rejection methods based on the temporalspatial cooperative filter. And additional clutter reduction is performed based on the proposed two features, NTFF (Number of Temporal Filter Frames) and SNS(Size-Normalized Signal). Experimental results show the effectiveness and feasibilities of our proposed algorithm.

Robust Vector Control of Wound-Rotor Induction Motor without Speed Sensor

  • Lee, Hong-Hee
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 1998년도 Proceedings ICPE 98 1998 International Conference on Power Electronics
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    • pp.137-142
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    • 1998
  • This paper describes a simple vector control scheme for the wound rotor type induction motors(WRIM) without the additional speed sensor in order to remove the external resistor bank which is usually adapted for the WRIM speed control. The motor angular speed is obtained indirectly from the slip angular speed is obtained indirectly from the slip angular speed and the slip angular speed is estimated by detecting the rotor currents only. Because the motor parameters are not included in the estimation algorithm, the proposed algorithm is free from the variation of the motor parameters and the robust sensorless vector control can be achieved. The performance of the proposed scheme is verified through the digital simulation.

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