• Title/Summary/Keyword: binary signal

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Variational Bayesian inference for binary image restoration using Ising model

  • Jang, Moonsoo;Chung, Younshik
    • Communications for Statistical Applications and Methods
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    • v.29 no.1
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    • pp.27-40
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    • 2022
  • In this paper, the focus on the removal noise in the binary image based on the variational Bayesian method with the Ising model. The observation and the latent variable are the degraded image and the original image, respectively. The posterior distribution is built using the Markov random field and the Ising model. Estimating the posterior distribution is the same as reconstructing a degraded image. MCMC and variational Bayesian inference are two methods for estimating the posterior distribution. However, for the sake of computing efficiency, we adapt the variational technique. When the image is restored, the iterative method is used to solve the recursive problem. Since there are three model parameters in this paper, restoration is implemented using the VECM algorithm to find appropriate parameters in the current state. Finally, the restoration results are shown which have maximum peak signal-to-noise ratio (PSNR) and evidence lower bound (ELBO).

Enhanced Binary Block Matching Method for Constrained One-bit Transform based Motion Estimation (개선된 이진 블록 매칭 방법을 사용한 제한된 1비트 변환 알고리듬 기반 움직임 추정)

  • Kim, Hyungdo;Jeong, Jechang
    • Journal of Broadcast Engineering
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    • v.20 no.2
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    • pp.257-264
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    • 2015
  • In this paper, Enhanced binary block matching method for Constrained one-bit transform (C1BT) based motion estimation is proposed. Binary motion estimation exploits the Number of non-matched points (NNMP) as a block matching criterion instead of the Sum of Absolute Differences (SAD) for low complex motion estimation. The motion estimation using SAD could use the smaller block for more accurate motion estimation. In this paper the enhanced binary block matching method using smaller motion estimation block for C1BT is proposed to the more accurate binary matching. Experimental results shows that the proposed algorithm has better Peak Signal to Noise Ration (PSNR) results compared with conventional binary transform algorithms.

Performance Comparison over Gaussian Channel of Binary Chirp DS-CDMA System for Powerline Communication (전력선 통신을 위한 Binary Chirp DS-CDMA System의 가우시안 채널 하에서 성능 비교)

  • Park, Sung-Wook;Park, Jong-Wook
    • 전자공학회논문지 IE
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    • v.43 no.2
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    • pp.70-74
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    • 2006
  • The performance of conventional direct sequence code division multiple access (DS-CDMA) systems is decreased under environments such as additive white Gaussian noise (AWGN), channel distortion and interference noise due to multiple access user. By means of this parameter, auto correlation value of pseudo noise spreading sequence is decreased at receiver. This techniques which are based on correlation of between signature waveform signal. In this paper, to improve correlation property, we proposed the binary chirp DS-CDMA techniques which combine the DS-CDMA and chirp modulation. The proposed system which is based on binary chirp symbol has a good correlation value. Thus, we called BC DS-CDMA. To evaluate the system's performance, we compare the performance of the proposed systems with DS-CDMA systems under AWGN channel and halogen noise which exists on the powerline. The simulation results show that the proposed method has better performance than conventional technique.

A Novel BOC Signal Synchronization Scheme for Maritime Satellite Communications (해양 위성 통신을 위한 BOC 신호와 새로운 동기화 기법)

  • Kim, Jun-Hwan;Lee, Young-Yoon;Yoon, Seok-Ho;Choi, Myeong-Soo;Lee, Yeon-Woo;Lee, Seong-Ro
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.5B
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    • pp.566-572
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    • 2011
  • The satellite communication is an important method for maritime communications. Binary offset carrier (BOC) signal is a promising candidate of next generation global navigation satellite systems (GNSS). Synchronization of BOC signal is one of the most important processes to demodulate BOC signal in GNSS. However, in maritime environment, the synchronization of BOC signal is suffered from the problem of side-peak of BOC autocorrelation function and multipath fading caused by the sea surface reflection. In this paper, we proposed a novel synchronization scheme which can eliminate side-peak perfectly and is robust in multipath channel. Simulation results show that the proposed scheme has better performance than conventional schemes in multipath channel.

Generating Method of an Unambiguous Correlation Function for AltBOC Signal Tracking (AltBOC의 코드 추적을 위한 비모호 상관함수 생성 기법)

  • Woo, Sunghyuk;Chae, Keunhong;Lee, Seong Ro;Park, Soonyoung;Yoon, Seokho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.40 no.5
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    • pp.957-963
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    • 2015
  • The autocorrelation of an alternative binary offset carrier (AltBOC) signal provides an improved positioning accuracy because of its narrow main-peak. However, The AltBOC signal has a disadvantage that the autocorrelation of the AltBOC signal has multiple side-peaks which incur a severe positioning error. In this paper, we propose a generating method of an unambiguous correlation function for AltBOC signal tracking. Specifically, we first obtain symmetric partial correlation functions, and subsequently, we obtain an unambiguous correlation function by combining them. In numerical results, it is confirmed that the proposed correlation function provides better tracking error standard devation (TESD) performances comparing with the conventional correlation functions.

Error Rate Performance of DS-BPSK Signal transmitted through a Hard-Limiting Satellite Channel in the presence of Interference and Noise (간섭과 잡음이 존재하는 Hard-Limiting 위성채널상에서의 DS-BPSK신호의 오율특성)

  • 신동일;조성준
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.11 no.1
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    • pp.64-72
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    • 1986
  • The error rate equation fo DS-BPSK(Direct Sequence Binary Phase Shift Keying) signal transmitted through the nonlinear satellite transponder has been derived in the cochannel interference and downlink Gaussian noise environment. The input to the satellite transponder is the superposition of DS-BPSK signal with one interfere which is a cochannel wide-band PN signal. The error rate performance of DS-BPSK system has been evaluated and shown in figures in terms of carrier to interference power ratio(CIR), downlink signal to noise power ratio(downlink SNR) and process gain. In the analysis, it has been shown that the use of a hard limiter in DS-BPSK satellite system leads to the generation of narrow-band intermodulation products which is independent of the process gain. Also it is known that the error rate performance can be improved in the low levels (below 10dB) of CIR as the CIR increase. As the process gain varies from 10 to 100 the curve gives the about 10 dB gain in downlink SNR to maintain a fixed error rate.

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Identification of FSK Radar Modulation (FSK 변조 레이더 신호 인식 기술)

  • Lim, Ha-Young;You, Kyung-Jin;Shin, Hyun-Chool
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.66 no.2
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    • pp.425-430
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    • 2017
  • This paper presents a novel method for identification of FSK modulated radar signal. Three features which measure the number of frequency tones, the regularity of the frequency shifting, and the diversity of power spectrum of detected radar signal, are introduced. A Two-step combined maximum likelihood classifier was used to identify the details of the detected FSK signal; the modulation order and the use of Costas code. We attempted to divide FSK signal into binary FSK, ternary FSK, 8-ary FSK, and FSK with Costas code of length 7. The simulation results indicated that the proposed methods achieves an averaged identification accuracy was 99.93% at a signal-to-noise of 0 dB.

Analytical BER Expression of the Optimal Single User Detection of a BPSK Signal in the Presence of a Gaussian CCI (가우시안 동일 채널 간섭하에서 BPSK 신호의 최적 단일 사용자 검출의 정확한 BER 수식)

  • Chung, Kyuhyuk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39A no.9
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    • pp.491-496
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    • 2014
  • We derive an analytical expression for the bit-error rate (ber) of optimal single user detection (osud) of a binary phase-shift keying (bpsk) signal corrupted by a gaussian cochannel interferer (cci). the channel capacity is also calculated to investigate the ber performance.

A Design of Multiple-Valued Logic Circuits Using Neuron Mos Transister

  • Inui, M.;Imai, H.;Harashima, K.;Kutsuwa, T.
    • Proceedings of the IEEK Conference
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    • 2002.07b
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    • pp.1292-1295
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    • 2002
  • The performance of the LSI improved drastically due to the progress of the semiconductor manufacturing technology in recent years. However, a new problem such as wiring delay and complication inside the LSI occurs. The study to solve these problems with much research organization is been doing. We tried to solve of these problems by using the neuron MOS transistor with 4-valued signal in addition to the binary signal. In this paper, We present, method which realizes 4-valued logic function. And, a designed circuit, is verified by using HSPICE.

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Pattern classification of EMG signals by the syntactic analysis (구문론적 해석에 의한 근전도 신호의 패턴 분류)

  • 왕문성;박상희;정태윤;변윤식
    • 제어로봇시스템학회:학술대회논문집
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    • 1987.10b
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    • pp.699-701
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    • 1987
  • This paper deals With the EMG signal processing to apply the EMG signal to the Prosthetic arm. The EMG signals are generated by the voluntary contractions of the subject's musculature and is coded into binary words by the pulse width modulation. Command strings or sentences are constructed by concatenating several words, and are syntactically described by a context free grammar in Chomsky normal form and is tried to classify the movement pattern by the CYK algorithm.

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