• 제목/요약/키워드: Signal-to-noise Ratio

검색결과 3,035건 처리시간 0.036초

Effect of the Signal-to-Noise Power Spectra Ratio on MTF Compensated EOC Images

  • Kang, Chi-Ho;Choi, Hae-Jin
    • 대한원격탐사학회지
    • /
    • 제19권1호
    • /
    • pp.43-52
    • /
    • 2003
  • EOC (Electro-Optical Camera) of KOMPSAT-1 (Korea Multi-Purpose SATellite) has been producing land imageries of the world since January 2000. After image data are acquired by EOC, they are transmitted from satellite to ground via X-band RF signal. Then, EOC image data are retrieved and pass through radiometric and geometric corrections to generate standard products of EOC images. After radiometric correction on EOC image data, Modulation Transfer Function (MTF) compensation is applicable on EOC images with user's request for better image quality. MTF compensation is concerned with filtering EOC images to minimize the effect of degradations. For Image Receiving and Processing System (IRPE) at KOMPSAT Ground Station (KGS), Wiener filter is used for MTF compensation of EOC images. If the Pointing Spread Function (PSF) of EOC system is known, signal-to-noise (SNR) power spectra ratio is the only variable which determines the shape of Wiener filter In this paper, MTF compensation in IRPE at KGS is briefly addressed, and MTF compensated EOC images are generated using Wiener filters with various SNR power spectra ratios. MTF compensated EOC images are compared with original EOC 1R images to observe correlations between them. As a result, the effect of SNR power spectra ratio on MTF compensated EOC images is shown.

MOSFET의 1/f noise에 의한 CMOS Ring Oscillator의 Jitter 분석 (Jitter Analysis of CMOS Ring Oscillator Due to 1/f Noise of MOSFET)

  • 박세훈
    • 한국정보통신학회논문지
    • /
    • 제8권8호
    • /
    • pp.1713-1718
    • /
    • 2004
  • MOSFET의 1/f 잡음은 개별 Random Telegraph Signal(RTS)의 중첩에 의해 생성되는 것으로 알려져 있다. 본 연구는 CMOS 링발진기 노드에 병렬로 RTS 전류원을 연결하여 1/f 잡음에 의한 Jitter를 분석하였다. RTS의 진폭 변화에 따른 Jitter 및 Jitter Ratio의 변화를 조사하여 RTS 진폭과 Jitter 및 Jitter Ratio의 크기가 선형적으로 비례함을 밝혔고, 링발진기의 출력 FFT를 분석하여 Jitter의 원인이 높은 차수의 고주파 위상잡음에 있음을 밝혔다.

Salt & Pepper 잡음 환경에서 효율적인 보간법에 관한 연구 (A Study on Efficient Interpolation Method in Salt & Pepper Noise Environments)

  • 고유학;권세익;김남호
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2017년도 추계학술대회
    • /
    • pp.681-683
    • /
    • 2017
  • 디지털 정보화 시대에서 영상처리는 스마트폰, 카메라, TV 등의 여러 디지털 기기에서 필수적으로 이용되고 있다. 그러나 영상 데이터를 분석, 인식, 처리하는 과정에서 열화가 발생하며, salt & pepper 잡음이 발생한다. 따라서, 본 논문에서는 salt & pepper 잡음 환경에서 보다 효과적인 보간법을 알아보기 위해, salt & pepper 잡음에 훼손된 영상에 선형 보간법, newton 보간법, lagrange 보간법, spline 보간법을 적용하여 처리하였으며, PSNR(peak signal to noise ratio)을 이용하여 각 방법을 서로 비교하였다.

  • PDF

임펄스 잡음제거를 위한 변형된 비선형 필터 (The Modified Nonlinear Filter to Remove Impulse Noise)

  • ;김남호
    • 한국정보통신학회논문지
    • /
    • 제15권4호
    • /
    • pp.973-979
    • /
    • 2011
  • 영상 신호처리 시스템의 전송 과정에서 여러 가지 원인으로 영상의 열화가 발생하고 있으며 열화의 주된 원인은 잡음에 의한 것으로 알려져 있다. 임펄스 잡음환경에 의해 훼손된 영상의 잡음을 제거하는 대표적인 방법은 SM(standard median filter)가 많이 사용되고 있으며 이 필터는 영상의 에지영역에서 특성이 저하되는 경향이 있다. 따라서 본 논문에서는 비임펄스 신호를 스무딩시키면서 에지를 보존하는 비선형 필터를 제안하였다. 그리고 시뮬레이션을 통해 기존의 방법들과 그 성능을 비교한 결과 영상의 개선 정도를 나타내는 PSNR(peak signal to noise ratio)의 수치가 기존의 방법들보다 우수하였으며, 에지보존특성도 우수하였다. 본 논문에서 제안한 비선형 필터는 영상의 임펄스 잡음제거에 유용하게 응용될 것으로 사료된다.

의학 영상에서의 영역 기반 해상도대잡음비 향상 (Region Based Contrast-to-Noise Ratio Enhancement for Medical Images)

  • 송영철;최두현
    • 대한전기학회논문지:시스템및제어부문D
    • /
    • 제53권2호
    • /
    • pp.118-126
    • /
    • 2004
  • The modified Wiener filtering method is proposed for effective noise suppression in edge region of images corrupted by additive white gaussian noise. Although the pixels classified as a edge region in the conventional Wiener filter have lots of noise components, the conventional Wiener filter cannot remove noise effectively due to the preserving of edges. To reduce noise well in edge region, we modify filter coefficients of the conventional Wiener filter. The modified filter coefficients increase in noise suppression effect in edge region, while they preserve edges for strong edge region. From simulation (256${\times}$256 size, 256 graylevel images) filtered images by the proposed method show much improved subjective image quality with higher peak signal-to-noise ratio compared to those by the conventional Wiener filtering.

Collaborative Wireless Sensor Networks for Target Detection Based on the Generalized Approach to Signal Processing

  • Kim, Jai-Hoon;Tuzlukov, Vyacheslav;Yoon, Won-Sik;Kim, Yong-Deak
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2005년도 ICCAS
    • /
    • pp.1999-2005
    • /
    • 2005
  • Collaboration in wireless sensor networks must be fault-tolerant due to the harsh environmental conditions in which such networks can be deployed. This paper focuses on finding signal processing algorithms for collaborative target detection based on the generalized approach to signal processing in the presence of noise that are efficient in terms of communication cost, precision, accuracy, and number of faulty sensors tolerable in the wireless sensor network. Two algorithms, namely, value fusion and decision fusion constructed according to the generalized approach to signal processing in the presence of noise, are identified first. When comparing their performance and communication overhead, decision fusion is found to become superior to value fusion as the ratio of faulty sensors to fault free sensors increases. The use of the generalized approach to signal processing in the presence of noise under designing value and decision fusion algorithms in wireless sensor networks allows us to obtain the same performance, but at low values of signal energy, as under the employment of universally adopted signal processing algorithms widely used in practice.

  • PDF

초음파 영상에서의 스페클 잡음 제거 및 에지 검출 (Speckle noise removing and edge detection in ultrasonic images)

  • 원철호;김명남;구성모;조진호
    • 전자공학회논문지B
    • /
    • 제33B권4호
    • /
    • pp.72-80
    • /
    • 1996
  • In this paper, variable windowing mean filter to remove speckle noise and a measure to detect thin edge in ultrasonic images are proposed. Because ultrasonic images are corrupted by speckle noise showing a granular appearance, good edge detection is difficult. As a result, noise removing filter is needed in preprocessing stage. The speckle noise removing filter is based on mean filter whose window size is changed by the ratio of standard deviation to mean for image signal and noise signal in local area. And the measure expressed the difference of means between tow windows is used for detecting thin edge in filtered image. Results show that variable windowing mean filter removes speckle noise effectively, and proposed measure is useful in detecting thin edge.

  • PDF

자기 이상검출 시스템의 신호 대 잡음비 개선을 위한 자기환경 필터 이론 (A Theory of the Geological Magnetic Filter for the Improvement of the Signal to Noise Ratio of the Magnetic Detection System)

  • 김원호;김은로;양창섭;최인규;최준림;박종식
    • 센서학회지
    • /
    • 제6권6호
    • /
    • pp.458-465
    • /
    • 1997
  • 본 논문에서 자기 이상 검출시스템의 신호 대 잡음비 개선을 위하여 자기환경 필터의 이론을 제안하였다. 자기환경 필터는 검출센서와 기준센서로부터 자기장을 측정하여 주파수 공간에서 상관관계를 측정하여 구성된다. 이를 이용하면 간섭성 잡음을 제거시켜 신호대 잡음비론 개선시킬 수 있다. 최근 DSP 하드웨어 기술을 이용하면 자기환경 필터의 하드웨어 구현이 용이하다. 컴퓨터 시뮬레이션을 통하여 여러 자기 환경 조건에서 제안된 자기환경 필터의 성능을 보였다. 시뮬레이션 결과 자기환경 필터는 간섭성 잡음을 소거시킬 뿐만 아니라 센서의 오배치에 의한 오차를 제거하고 지역적으로 국한된 규칙적인 잡음도 제거할 수 있음을 알 수 있었다.

  • PDF

Software-based Simple Lock-in Amplifier and Built-in Sound Card for Compact and Cost-effective Terahertz Time-domain Spectroscopy System

  • Yu-Jin Nam;Jisoo Kyoung
    • Current Optics and Photonics
    • /
    • 제7권6호
    • /
    • pp.683-691
    • /
    • 2023
  • A typical terahertz time-domain spectroscopy system requires large, expensive, and heavy hardware such as a lock-in amplifier and a function generator. In this study, we replaced the lock-in amplifier and the function generator with a single sound card built into a typical desktop computer to significantly reduce the system size, weight, and cost. The sound card serves two purposes: 1 kHz chopping signal generation and raw data acquisition. A unique software lock-in (Python coding program to eliminate noise from raw data) method was developed and successfully extracted THz time-domain signals with a signal-to-noise ratio of ~40,000 (the intensity ratio between the peak and average noise levels). The built-in sound card with the software lock-in method exhibited sufficiently good performance compared with the hardware-based method.

음성 신호를 이용한 시간지연 추정에 미치는 영향들에 관한 연구 (Factors for Speech Signal Time Delay Estimation)

  • 권병호;박영진;박윤식
    • 한국소음진동공학회논문집
    • /
    • 제18권8호
    • /
    • pp.823-831
    • /
    • 2008
  • Since it needs the light computational load and small database, sound source localization method using time delay of arrival(TDOA method) is applied at many research fields such as a robot auditory system, teleconferencing and so on. Researches for time delay estimation, which is the most important thing of TDOA method, had been studied broadly. However studies about factors for time delay estimation are insufficient, especially in case of real environment application. In 1997, Brandstein and Silverman announced that performance of time delay estimation deteriorates as reverberant time of room increases. Even though reverberant time of room is same, performance of estimation is different as the specific part of signals. In order to know that reason, we studied and analyzed the factors for time delay estimation using speech signal and room impulse response. In result, we can know that performance of time delay estimation is changed by different R/D ratio and signal characteristics in spite of same reverberant time. Also, we define the performance index(PI) to show a similar tendency to R/D ratio, and propose the method to improve the performance of time delay estimation with PI.