• Title/Summary/Keyword: Distortion Estimation

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A Novel Covariance Matrix Estimation Method for MVDR Beamforming In Audio-Visual Communication Systems (오디오-비디오 통신 시스템에서 MVDR 빔 형성 기법을 위한 새로운 공분산 행렬 예측 방법)

  • You, Gyeong-Kuk;Yang, Jae-Mo;Lee, Jinkyu;Kang, Hong-Goo
    • The Journal of the Acoustical Society of Korea
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    • v.33 no.5
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    • pp.326-334
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    • 2014
  • This paper proposes a novel covariance matrix estimation scheme for minimum variance distortionless response (MVDR) beamforming. By accurately tracking direction-of-sound source arrival (DoA) information using audio-visual sensors, the covariance matrix is efficiently estimated by adopting a variable forgetting factor. The variable forgetting factor is determined by considering signal-to-interference ratio (SIR). Experimental results verify that the performance of the proposed method is superior to that of the conventional one in terms of interference/noise reduction and speech distortion.

Image Registration Improvement Based-on FFT Techniques with the Affine Transform Estimation

  • Wisetphanichkij, Sompong;Pasomkusolsil, Sanchaiya;Dejhan, Kobchai;Cheevasuvit, Fusak;Mitatha, Somsak;Sra-Ium, Napat;Vorrawat, Vinai;Pienvijarnpong, Chanchai
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.260-262
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    • 2003
  • New Image registration techniques are developed for determining geometric distortions between two images of the same scene. First, the properties of the Fourier transform of a two dimensional function under the affine transformation are given. As a result, techniques for the estimation of the coefficients of the distortion model using the spectral frequency information are developed. Image registration can be achieved by applying the fast Fourier transform (FFT) technique for cross correlation of misregistered imagery to determine spatial distances. The correlation results may be rather broad, making detection of the peak difficult, what can be suppressed by enhancing cross-correlation technique. Yield greatly improves the delectability and high precision of image misregistration.

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Point Pattern Matching Based Global Localization using Ceiling Vision (천장 조명을 이용한 점 패턴 매칭 기반의 광역적인 위치 추정)

  • Kang, Min-Tae;Sung, Chang-Hun;Roh, Hyun-Chul;Chung, Myung-Jin
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.1934-1935
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    • 2011
  • In order for a service robot to perform several tasks, basically autonomous navigation technique such as localization, mapping, and path planning is required. The localization (estimation robot's pose) is fundamental ability for service robot to navigate autonomously. In this paper, we propose a new system for point pattern matching based visual global localization using spot lightings in ceiling. The proposed algorithm us suitable for system that demands high accuracy and fast update rate such a guide robot in the exhibition. A single camera looking upward direction (called ceiling vision system) is mounted on the head of the mobile robot and image features such as lightings are detected and tracked through the image sequence. For detecting more spot lightings, we choose wide FOV lens, and inevitably there is serious image distortion. But by applying correction calculation only for the position of spot lightings not whole image pixels, we can decrease the processing time. And then using point pattern matching and least square estimation, finally we can get the precise position and orientation of the mobile robot. Experimental results demonstrate the accuracy and update rate of the proposed algorithm in real environments.

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An improved frequency offset estimation technique for an OFDM system (OFDM 시스템을 위한 개선된 주파수 옵셋 추정 기법)

  • 최종호;조용수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.23 no.5
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    • pp.1270-1281
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    • 1998
  • Frequency offset in an orthogonal frequency division multiplexing (OFDM) system is known to cause the inter-channel interference (ICI), amplitude and phase distortion of a received signal, resulting in a severe performance degradation of the total system. In this paper, we propose an improved pilot-based masimum likelihood frequency offset estimation technique, which uses the predefined sync-subchannels, and derive the error performance of the proposed frequency offset estimator analytically. The proposed technique improves the performance of the frequency offset estimator by adding up the frequency offset caused by coherent phase changes and averaging out the effect caused by random phase error. It is confirmed by computer simulations that the upper bound of error variance for the proposed frequency offset estimator analytically derived in this paper is correct, and that the proposed estimator has better performance than the previous ones in terms of error variance, tracking range, and time-varying characteristics of a channel.

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Bit Split Method for Efficient Channel Estimation in UWA Channel (수중 다중경로 채널에서 효과적인 채널추정을 위한 비트 분리 방법)

  • Kim, Min-Hyuk;Park, Tae-Doo;Kim, Chul-Seung;Jung, Ji-Won;Yong, Chun-Seung;Sohn, Kwon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.10
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    • pp.2207-2214
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    • 2010
  • Underwater acoustic(UWA) communication has multipath error because of reflection by sea-level and sea-bottom. The multipath of UWA channel causes signal distortion and error floor. In this paper, we proposed split input bits of channel decoder using method of maximum value, average value, LLR value for optimal estimation. Channel coding method is LDPC(N size=16000) standard in DVB-S2. As shown in simulation results, the performance of LLR value method is better than other methods.

Natural Balancing of the Neutral Point Potential of a Three-Level Inverter with Improved Firefly Algorithm

  • Gnanasundari, M.;Rajaram, M.;Balaraman, Sujatha
    • Journal of Power Electronics
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    • v.16 no.4
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    • pp.1306-1315
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    • 2016
  • Modern power systems driven by high-power converters have become inevitable in view of the ever increasing demand for electric power. The total power loss can be reduced by limiting the switching losses in such power converters; increased power efficiency can thus be achieved. A reduced switching frequency that is less than a few hundreds of hertz is applied to power converters that produce output waveforms with high distortion. Selective harmonic elimination pulse width modulation (SHEPWM) is an optimized low switching frequency pulse width modulation method that is based on offline estimation. This method can pre-program the harmonic profile of the output waveform over a range of modulation indices to eliminate low-order harmonics. In this paper, a SHEPWM scheme for three-phase three-leg neutral point clamped inverter is proposed. Aside from eliminating the selected harmonics, the DC capacitor voltages at the DC bus are also balanced because of the symmetrical pulse pattern over a quarter cycle of the period. The technique utilized in the estimation of switching angles involves the firefly algorithm (FA). Compared with other techniques, FA is more robust and entails less computation time. Simulation in the MATLAB/SIMULINK environment and experimental verification in the very large scale integration platform with Spartan 6A DSP are performed to prove the validity of the proposed technique.

A Theoretical Study on the Estimation of Distorted Thrust of Solid Rocket Motor (왜곡된 로켓 모터 추력 추정에 관한 이론적 연구)

  • 김준엽
    • Journal of the Korean Society of Propulsion Engineers
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    • v.8 no.2
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    • pp.73-84
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    • 2004
  • In general, static firing test is conducted before flight in order to obtain data such as thrust. pressure, temperature and strain, which show the characteristics of rocket motors. But the measured thrust of the obtained data is especially distorted by the effects of dynamic characteristics of thrust stand so that it is difficult for us to determine the exact value of peak thrust and rising time etc., which represent the performance of rocket motor. This paper, therefore. verified the causes of distortion of measured thrust, and proposed the theoretical method to estimate the true thrust from the distorted thrust. And also the proposed method was applied to virtual thrust stand using computer simulation, and showed good result. As a result of that, the proposed method was proven to be valid and applicable to estimate distorted thrust.

A Fast Motion Estimation Algorithm using Probability Distribution of Motion Vector and Adaptive Search (움직임벡터의 확률분포와 적응적인 탐색을 이용한 고속 움직임 예측 알고리즘)

  • Park, Seong-Mo;Ryu, Tae-Kyung;Kim, Jong-Nam
    • Journal of KIISE:Information Networking
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    • v.37 no.2
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    • pp.162-165
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    • 2010
  • In the paper, we propose an algorithm that significantly reduces unnecessary computations, while keeping prediction quality almost similar to that of the full search. In the proposed algorithm, we can reduces only unnecessary computations efficiently by taking different search patterns and error criteria of block matching according to distribution probability of motion vectors. Our algorithm takes only 20~30% in computational amount and has decreased prediction quality about 0~0.02dB compared with the fast full search of the H.264 reference software. Our algorithm will be useful to real-time video coding applications using MPEG-2/4 AVC standards.

The Distortion of Road Distance Perception by the Pattern of Object Distribution - Focused on the Distance Estimation in the Campus by Students - (인공환경 분포방식에 의한 보행거리 인지 변화에 대한 연구 - 대학 캠퍼스 내 보행로의 실제거리와 인지거리의 차이를 중심으로 -)

  • Seo, Kyung Wook
    • KIEAE Journal
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    • v.14 no.4
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    • pp.91-96
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    • 2014
  • The behavior of walking involves our action of seeing things. It is the intention of this research that the cognitive process of perceiving things along the path can affect the way we sense the length of the journey. The theory generally accepted in this line of thought is the 'feature accumulation theory'. It assumes that if the journey includes many objects or memorable features, then our memory recalls that journey much farther than it really was. This study set up a real-life experiment by asking university students about their mental memory of the two different routes in the campus. One is a longer path that has not much to look at except trees and the other a shorter path yet with many buildings, sign boards and street furnitures. The subjects processed their mental image in the brain based on their experience. They showed a strong tendency that the path with more features were remembered longer while that with less features shorter. More interestingly, it was found that as their experience increases, they become more accurate about the exact length of the questioned paths. The result corroborates the theory that human perception of space is based on the topological understanding of surroundings rather than geometric understanding.

An Experimental Study on Synthetic Aperture Sonar under Korean Littoral Environment (한국 근해에서의 실측 데이터를 이용한 합성 어퍼쳐 소나 실험에 관한 연구)

  • 박희영;도경철;강현우
    • The Journal of the Acoustical Society of Korea
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    • v.23 no.6
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    • pp.428-436
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    • 2004
  • Synthetic Aperture Sonar is a technique of extending Physically limited length of an array by signal processing to enhance bearing resolution of a system. The previous techniques estimate most or away shapes as linear. so when towed array shapes are distorted. this can create a deviation from actual situation. In this paper. we estimated perturbed away shapes. and compensated distortion by using estimated array shapes and synthesized arrays in aperture domain. As experimental data, we used the one obtained from towed array in neighboring waters of the Korean peninsula. We extended array by compensating differences in time and spatial position between overlapped subarrays by using SAS techniques. In simulation results. we confirmed that the bearing resolution was enhanced.