• Title/Summary/Keyword: Compensation Of Error Rate

Search Result 167, Processing Time 0.032 seconds

Speech Recognition Error Compensation using MFCC and LPC Feature Extraction Method (MFCC와 LPC 특징 추출 방법을 이용한 음성 인식 오류 보정)

  • Oh, Sang-Yeob
    • Journal of Digital Convergence
    • /
    • v.11 no.6
    • /
    • pp.137-142
    • /
    • 2013
  • Speech recognition system is input of inaccurate vocabulary by feature extraction case of recognition by appear result of unrecognized or similar phoneme recognized. Therefore, in this paper, we propose a speech recognition error correction method using phoneme similarity rate and reliability measures based on the characteristics of the phonemes. Phonemes similarity rate was phoneme of learning model obtained used MFCC and LPC feature extraction method, measured with reliability rate. Minimize the error to be unrecognized by measuring the rate of similar phonemes and reliability. Turned out to error speech in the process of speech recognition was error compensation performed. In this paper, the result of applying the proposed system showed a recognition rate of 98.3%, error compensation rate 95.5% in the speech recognition.

Adaptive Particle Filter Design for Radome Aberration Error Compensation (레이돔 굴절 오차 보상을 위한 적응 파티클 필터 설계)

  • Han, Sang-Sul;Lee, Sang-Jeong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.17 no.9
    • /
    • pp.947-953
    • /
    • 2011
  • Radome aberration error causes degradation of miss distance as well as stability of high maneuver missile system with RF seeker. A study about radome compensation method is important in this kind of missile system design. Several kinds of methods showed good compensation performance in their paper. Proposed adaptive Particle filter estimates line of sight rate excluding the radome induced error. This paper shows effectiveness of adaptive Particle filter as compensation method of radome aberration error. Robust performance of this filter depends on external aiding measurement, target acceleration. Tuning of system error covariance can make this filter unsensitive against the error of target acceleration information. This paper demonstrates practical usage of adaptive Particle filter for reducing miss distance and increasing stability against disturbance of radome aberration error through performance analysis.

Motion Error Compensation Method for Hydrostatic Tables Using Actively Controlled Capillaries

  • Park Chun Hong;Oh Yoon Jin;Hwang Joo Ho;Lee Deug Woo
    • Journal of Mechanical Science and Technology
    • /
    • v.20 no.1
    • /
    • pp.51-58
    • /
    • 2006
  • To compensate for the motion errors in hydrostatic tables, a method to actively control the clearance of a bearing corresponding to the amount of error using actively controlled capillaries is introduced in this paper. The design method for an actively controlled capillary that considers the output rate of a piezo actuator and the amount of error that must be corrected is described. The basic characteristics of such a system were tested, such as the maximum controllable range of the error, micro-step response, and available dynamic bandwidth when the capillary was installed in a hydrostatic table. The tests demonstrated that the maximum controllable range was $2.4\;{\mu}m$, the resolution was 27 nm, and the frequency bandwidth was 5.5 Hz. Simultaneous compensation of the linear and angular motion errors using two actively controlled capillaries was also performed for a hydrostatic table driven by a ballscrew and a DC servomotor. An iterative compensation method was applied to improve the compensation characteristics. Experimental results showed that the linear and angular motion errors were improved to $0.12{\mu}m$ and 0.20 arcsec, which were about $1/15^{th}$ and $1/6^{th}$ of the initial motion errors, respectively. These results confirmed that the proposed compensation method improves the motion accuracy of hydrostatic tables very effectively.

High Accurate Creep Compensation of the Loadcell using the Strain Gauge (스트레인 게이지식 로드셀의 고정밀 크립보상)

  • Seo, Hae-Jun;Jung, Haing-Sup;Ryu, Gi-Ju;Cho, Tae-Won
    • Journal of IKEEE
    • /
    • v.16 no.1
    • /
    • pp.34-44
    • /
    • 2012
  • This paper proposes a practical compensation method by using digital signal processing over the creep error which is representative in strain gauge loadcell. The signal compensation method carry out the simulation by deciding compensation constant (time constant) and coefficient measuring the loadcell output response. Then, compensation constant and coefficient are stored on the microprocessor. By using calculated on microprocessor creep error compensation values, weighting value is showed as a digital signal by reducing error values measured through output signals of loadcell. In addition, we apply error compensation method in order to have a dedicated software for loadcell electronic scale. This technique is useful because it has great influence on error rate reduction that has been produced by conventional electronic scales (0.03%). As a result our technique gives better accuracy (0.01%~0.003%) as what is given by digital electronic scale, while it has less complex operation processing.

The Study on Nonlinear Compensation Characteristics of Multi-tap Update Algorithm in Broadband PCS Channel

  • Lee, Seung-Dae
    • Journal of the Korea Computer Industry Society
    • /
    • v.9 no.2
    • /
    • pp.77-82
    • /
    • 2008
  • The diversity reception and the equal gain combining technique are applied to the compensation of the distortion of channel, which occurs in transmission of data at rapid speed. DSSS BPSK system which has the receiving structure with the compensation algorithm is formed on the diversity branch, and the characteristics of the system are evaluated at the view point of the average bit error rate due to the SNR. In addition, the multi-tap update algorithm which is superior for the data compensation is suggested. Moreover, using the American Joint Technical Committee PCS RF channel characterization and system deployment model standard, the suggested multi-tap update algorithm is compared and analyzed with the view-point of the average bit error rate and convergence speed for evaluating the realistic efficiency of the system.

  • PDF

An Improved Phase Error Compensation for an Absolute Position Detector using Table Method (테이블 방법을 이용한 절대위치 검출기에 대한 개선된 위상 오차 보상)

  • Ahn, Ki-Ho;Kim, See-Hyun;Yang, Yoon-Gi;Lee, Chang-Su
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.16 no.10
    • /
    • pp.975-981
    • /
    • 2010
  • Existing error compensation method of industrial electronic absolute displacement detector only depends on skilled engineers. This paper proposes a new table method in order to automatize error compensation. An waveform changes according to the parallel resistance for each pole were tabularized and four waveforms were superimposed to minimize total phase error. These process was verified using simulink. As a result of applying proposed method to the real sensor, peak to peak error was reduced from $3.428^{\circ}$ to $0.879^{\circ}$. In this case, compensation resistance is $4.7k\Omega$ in B pole and $20k\Omega$ in C pole. This compensation rate is comparable to skilled engineers, and it takes 0.8 second which is far shorter than 15 minutes when expert does.

Error Concealment Technique for Erroneous Video Using Overlapped Block Motion Compensation (중복 블록 움직임 보상을 이용한 손상된 비디오의 오류 은폐 기법)

  • 김주현;홍원기;고성제
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.24 no.7B
    • /
    • pp.1384-1392
    • /
    • 1999
  • A high compression rate is required to transmit video sequences over low bit rate networks such as low bit rate communication channels. When highly compressed videos are transmitted over mobile channels of high error rate, bitstreams corrupted by channel errors are not only difficult to be decoded, but also have fatal effects on the other parts of the bitstreams. In this Paper, we propose an error concealment algorithm for recovering the blocks which can not be decoded due to damaged bitstreams. The proposed error concealment algorithm recovers the damaged blocks using the information of adjacent blocks which are correctly decoded. In the proposed algorithm, the motion vector of the damaged block is estimated using the overlapped block motion compensation(OBMC) and block boundary matching(BBM) techniques. Experiment results show that the proposed algorithm exhibits better performance in PSNR than existing error concealment methods.

  • PDF

A Study on the Multi-Tap Update Algorithm in Time Variant Channel Model (시변채널 모델에서 다중 탭 갱신 알고리즘에 관한 연구)

  • Lee Seung-Dae
    • Journal of the Korea Computer Industry Society
    • /
    • v.7 no.1
    • /
    • pp.39-46
    • /
    • 2006
  • Multipath diversity reception is applied to the compensation of the distortion of channel, which occurs in transmission of data at rapid speed. DS/BPSK systems are composed of the equipment with reception structure combined with a compensation algorithm to diversity branch. The efficiency of the system is evaluated from the point of view of average bit error rate according to SNR. In order to remove intersymbol interference, this algorithm is applied to time-invariant channel at every diversity branch with the number of L. As a result, the average bit error rate is saturated by $10^{-2}$ at the conventional compensation algorithm.

  • PDF

A Design and Implementation of Compensation Algorithm for Radiodetermination Error using Determination Coordinator Value of Equivalent Distance Rate (균등거리비율의 측위좌표 값을 이용한 무선측위 오차 보정 알고리즘의 설계 및 구현)

  • Kwon, Seong-Ki;Lee, Dong-Myung
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.35 no.9A
    • /
    • pp.852-858
    • /
    • 2010
  • In this paper, the compensation algorithm for radiodetermination error using a concept of determination coordinator value of equivalent distance rate (CADE) is proposed, and the performance of the proposed algorithm is analyzed. As a result of the experiments, CADE improves the performance of the algorithm accuracy about 37.5% and 69.8% each in the inside and outside of 4 beacon nodes. Furthermore, the CADE is 76.3% excellent enough to compensate 2m or more of the radiodetermination error. It also confirms that CADE can be adapted to the wide range by installing only 4 beacon nodes according to the excellence of compensation performance besides the ranges of 4 beacon nodes. From the results, it is strongly considered that the proposed algorithm CADE can be used to the performance enhancement of radiodetermination systems using SDS-TWR.

A Study on the Compensation Algorithm based on Error Rate Offset of Distance Measurement (거리측정의 오차비율 오프셋을 적용한 보정알고리즘 연구)

  • Choi, Chang-Yong;Lee, Dong-Myung
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.11 no.3
    • /
    • pp.914-919
    • /
    • 2010
  • It is confirmed that as the distance measurements accuracy of the SDS-TWR(Symmetric Double-Sided Two-Way Ranging) based on CSS(Chirp Spread Spectrum) is considerably degraded due to frequency interference and it causes to severe errors in the localization applications. In this paper, the compensation algorithm based on error rate offset of distance measurement ($CA_d$) is proposed for the purpose to reduce the ranging errors due to by the SDS-TWR ranging problems. The $CA_d$ measures the distance values between two nodes by means of 1m interval about 1~25m distances in the SDS-TWR, and compensates the distance values using the parameters related to the distance compensation. From the experiments, it is analyzed that the $CA_d$. have reduced the distance error to average 95cm and maximum 526cm, and the distance error by the $CA_d$ was below about 60cm in the 25m distances. In particular, the performance of the distance measurements accuracy by the $CA_d$ is very high in LOS(Line Of Sight) environments.