• 제목/요약/키워드: Noise robustness

Search Result 565, Processing Time 0.025 seconds

Impostor Detection in Speaker Recognition Using Confusion-Based Confidence Measures

  • Kim, Kyu-Hong;Kim, Hoi-Rin;Hahn, Min-Soo
    • ETRI Journal
    • /
    • v.28 no.6
    • /
    • pp.811-814
    • /
    • 2006
  • In this letter, we introduce confusion-based confidence measures for detecting an impostor in speaker recognition, which does not require an alternative hypothesis. Most traditional speaker verification methods are based on a hypothesis test, and their performance depends on the robustness of an alternative hypothesis. Compared with the conventional Gaussian mixture model-universal background model (GMM-UBM) scheme, our confusion-based measures show better performance in noise-corrupted speech. The additional computational requirements for our methods are negligible when used to detect or reject impostors.

  • PDF

A Study on the Development of Hydraulic Cylinder with Magnetic Sensors for Detecting Absolute and Precise Position (자기센서를 이용한 절대위치 검출형 고정도 유압 실린더 개발에 관한 연구)

  • 박민규;이민철;양순용
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 1997.04a
    • /
    • pp.156-160
    • /
    • 1997
  • This paper introdues the development of hydraulic cylinder with magnetic sensor detecting absolute and precise position for automation of excavator. The system which is developed can detect absolute position witha little displacement by using algorithm for recognizing datum points, 1/4 divider algorithm and high precision algorithm improved position precision and robustness to noise etc. The solenoid valve and PWM control using saw-toothed wave are used for absolute position control of cylinder, respectively

  • PDF

Optimal Control of a Flexible Link Robot with Modelling Errors (모델링 오차를 갖는 유연 링크 로봇 최적 제어)

  • 한기봉;이시복
    • Journal of KSNVE
    • /
    • v.6 no.6
    • /
    • pp.791-800
    • /
    • 1996
  • Linear LQG controller has been investigated to control flexible link manipulators. The performance and complexity of these depend largely on the model upon which the controller is designed. In this study, the flexible modes of the link manipulator are considered to have uncertain parameters, which can be represented by random variable and these parameters are reflected on the weighting of performance. In this method, the exact modelling for the flexible modes is not necessary. The order of the resulting controller is much lower than the one based on a full model. Through numerical study, it is shown that the performance and the stability-robustness of the proposed controller reaches reasonably the one based on the full model.

  • PDF

Adaptive Vibration Control of Smart Composite Structures Using Neuro-Controller (신경망 제어기를 이용한 지능 복합재 구조물의 적응 진동 제어)

  • Youn, Se-Hyun;Han, Jae-Hong;Lee, In
    • Journal of KSNVE
    • /
    • v.8 no.5
    • /
    • pp.832-840
    • /
    • 1998
  • Experimental studies on the adaptive vibration control of composite beams have been performed using a piezoelectric actuator and the neuro-controller. The variations in natural frequencies of the specimen and the actuation characteristics of the piezoelectric actuator according to the delamination in the bonding layer have been studied. In addition, the simulation of adaptive vibration control has been performed for the composite specimens with delaminated piezoelectric actuator using neuro-controller. The hardware for the adaptive vibration control experiment was prepared. A DSP(digital signal processor) has been used as a digital controller. Using neuro-controller, the adaptive vibration control experiment has been performed. The vibration control results using the neuro-controller show that the present neuro-controller has good performance and robustness with the system parameter variations.

  • PDF

Non-square colour image scrambling based on two-dimensional Sine-Logistic and Hénon map

  • Zhou, Siqi;Xu, Feng;Ping, Ping;Xie, Zaipeng;Lyu, Xin
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.11 no.12
    • /
    • pp.5963-5980
    • /
    • 2017
  • Image scrambling is an important technology in information hiding, where the Arnold transformation is widely used. Several researchers have proposed the application of $H{\acute{e}}non$ map in square image scrambling, and certain improved technologies require scrambling many times to achieve a good effect without resisting chosen-plaintext attack although it can be directly applied to non-square images. This paper presents a non-square image scrambling algorithm, which can resist chosen-plaintext attack based on a chaotic two-dimensional Sine Logistic modulation map and $H{\acute{e}}non$ map (2D-SLHM). Theoretical analysis and experimental results show that the proposed algorithm has advantages in terms of key space, efficiency, scrambling degree, ability of anti-attack and robustness to noise interference.

Novel steepest descent adaptive filters derived from new performance function (새로운 성능지수 함수에 대한 직강하 적응필터)

  • 전병을;박동조
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1992.10a
    • /
    • pp.823-828
    • /
    • 1992
  • A novel steepest descent adaptive filter algorithm, which uses the instantaneous stochastic gradient for the steepest descent direction, is derived from a newly devised performance index function. The performance function for the new algorithm is improved from that for the LMS in consideration that the stochastic steepest descent method is utilized to minimize the performance index iterativly. Through mathematical analysis and computer simulations, it is verified that there are substantial improvements in convergence and misadjustments even though the computational simplicity and the robustness of the LMS algorithm are hardly sacrificed. On the other hand, the new algorithm can be interpreted as a variable step size adaptive filter, and in this respect a heuristic method is proposed in order to reduce the noise caused by the step size fluctuation.

  • PDF

Evaluation of Achievable Rate for Concatenated Fountain Codes in Wireless Channels (무선채널에서 결합 분수 부호들의 성취율 평가)

  • Asim, Muhammad;Choi, Goang Seog
    • Journal of Korea Society of Digital Industry and Information Management
    • /
    • v.8 no.1
    • /
    • pp.147-155
    • /
    • 2012
  • Fountain codes ensure reliability and robustness for time varying channels in wireless communication. In this paper, the concatenated fountain codes for AWGN and slow fading channels are investigated. Wireless system model, which includes the concatenated fountain code and modulation, is proposed. Maximum achievable rate is used for analyzing the performance of the system model for AWGN and fading channels. Belief Propagation (BP) algorithm is used for exploiting the soft information received at the decoder. Simulation results show that, concatenated fountain codes performs significantly better than that of a conventional Fountain codes with large packet lengths for higher Signal to Noise Ratio (SNR) in slow fading channels.

Active and Semi-Active Vibration Control of Piezoelectric Smart Structures Using a Pseudo-Sensor-Output-Feedback Method (PSOF 방법을 이용한 압전 지능 구조물의 능동 및 반능동 진동제어)

  • 김영식;김영태;오동영
    • Journal of KSNVE
    • /
    • v.9 no.1
    • /
    • pp.70-76
    • /
    • 1999
  • This paper presents a pseudo-sensor-output-feedback(PSOF) method for the vibration suppression of the flexible piezoelectric smart structures. This method reduces the modeling errors using pseudo sensors in the output equation formulation. It also reduces computation time in practice. since the output equation does not need the state observer required in the state space equation. Experimental works are performed for the validation of theoretical predictions with the piezoelectric sensor and actuator bonded on the cantilever beam. An algorithm based on the sliding mode control theory is developed and analyzed for the robustness to the modeling errors and parameter uncertainties. This study also discusses the characteristics of the active and semi-active systems.

  • PDF

Localization of Mobile Robot Using Active Omni-directional Ranging System (능동 전방향 거리 측정 시스템을 이용한 이동로봇의 위치 추정)

  • Ryu, Ji-Hyung;Kim, Jin-Won;Yi, Soo-Yeong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.14 no.5
    • /
    • pp.483-488
    • /
    • 2008
  • An active omni-directional raging system using an omni-directional vision with structured light has many advantages compared to the conventional ranging systems: robustness against external illumination noise because of the laser structured light and computational efficiency because of one shot image containing $360^{\circ}$ environment information from the omni-directional vision. The omni-directional range data represents a local distance map at a certain position in the workspace. In this paper, we propose a matching algorithm for the local distance map with the given global map database, thereby to localize a mobile robot in the global workspace. Since the global map database consists of line segments representing edges of environment object in general, the matching algorithm is based on relative position and orientation of line segments in the local map and the global map. The effectiveness of the proposed omni-directional ranging system and the matching are verified through experiments.

Hybrid Watermarking Scheme using a Data Matrix and Secret Key (데이터 매트릭스와 비밀 키를 이용한 하이브리드 워터마킹 방법)

  • Jeon, Seong-Goo;Kim, Il-Hwan
    • Proceedings of the KIEE Conference
    • /
    • 2006.04a
    • /
    • pp.144-146
    • /
    • 2006
  • The Data Matrix of two-dimensional bar codes is a new technology capable of holding relatively large amounts of data compared to the conventional one-dimensional bar code which is just a key that can access detailed information to the host computer database. A secret key is used to prevent a watermark from malicious attacks. We encoded copyright information into a Data Matrix bar code for encoding process and it was spread a pseudo random pattern using owner key. We embedded a randomized watermark into the image using watermark's embedding position, pattern generated with a secret key. The experimental results have shown that the proposed scheme has good quality and is very robust to various attacks, such as JPEG compression and noise. Also the performance of the proposed scheme is verified by comparing the copyright information with the information which is extracted from a bar code scantier.

  • PDF