• 전자공학회논문지B
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• 제28B권10호
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• pp.831-841
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• 1991

A combined model of probabilistic and MLP(multi layer perceptron) model is proposed for the pattern classification of EMG( electromyogram) signals. The MLP model has a problem of not guaranteeing the global minima of error and different quality of approximations to Bayesian probabilities. The probabilistic model is, however, closely related to the estimation error of model parameters and the fidelity of assumptions. A proper combination of these will reduce the effects of the problems and be robust to input variations. Proposed model is able to get the MAP(maximum a posteriori probability) in the probabilistic model by estimating a priori probability distribution using the MLP model adaptively. This method minimize the error probability of the probabilistic model as long as the realization of the MLP model is optimal, and this is a good combination of the probabilistic model and the MLP model for the usage of MLP model reliability. Simulation results show the benefit of the proposed model compared to use the Mlp and the probabilistic model seperately and the average calculation time fro classification is about 50ms in the case of combined motion using an IBM PC 25 MHz 386model.

• 대한전기학회논문지:시스템및제어부문D
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• 제52권12호
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• pp.696-701
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• 2003

This paper presents a systematic method of probing channel characteristics and communication reliabilities of home power line communication network applied to the Internet accessed control of home appliances. The effects of the three performance deterioating factors, i.e., additive noise, channel attenuation, and intersymbol interference, can be systematically measured by applying the channel probing waveform in the frequency range from 100KHz to 450KHz. Probability of bit error is derived with the probed channel parameters of the signal attenuation, noise and signal-to-interference ratio read in the frequency domain. The agreement between the derived probability of bit error and the measured probability of bit error supports the validity of the proposed approach of probing home power line channel characteristics. The experimental results performed with the constructed test-bed applying the proposed channel probing method also support the feasibility of commercially deploying the PLC modem installed home appliances and their services for the Internet accessed home automation.

• Journal of information and communication convergence engineering
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• 제4권4호
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• pp.131-135
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• 2006

In this paper, we discusses that the theoretical analysis is made for the performance of FS MC-CDMA by the aid of the Nakagami fading channels and the block error probabilities of the FS MC-CDMA in Nakagami fading channel are presented. The channel fading speed, slow or fast, is considered in evaluating block error probabilities. The effectiveness of diversity combining in improving block error performance is examined.

• Journal of Communications and Networks
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• 제12권6호
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• pp.582-591
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• 2010

Probabilistic modeling and analysis of correlation metrics have been receiving considerable interest for a long period of time because they can be used to evaluate the performance of communication receivers, including satellite broadcasting receivers. Although differential correlators have a simple structure and practical importance over channels with severe frequency offsets, closedform expressions for the output distribution of differential correlators do not exist. In this paper, we present detection error probability expressions for frame synchronization using differential correlation, and demonstrate their accuracy over channel parameters of practical interest. The derived formulas are presented in terms of the Marcum Q-function, and do not involve numerical integration, unlike the formulas derived in some previous studies. We first determine the distributions and error probabilities for single-span differential correlation metric, and then extend the result to multispan differential correlation metric with certain approximations. The results can be used for the performance analysis of various detection strategies that utilize the differential correlation structure.

• 한국정보통신학회논문지
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• 제13권3호
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• pp.475-481
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• 2009

교착상태의 발생 주기 및 확률은 교착상태를 다루는 알고리즘 설계 시 많은 영향을 미친다. 그러나 프로세스나 자원의 성격, 자원 요구나 반환 연산 방식, 프로세스 개수 등의 성질이 교착상태 발생에 어떻게 영향을 미치는지 분석하는 게 쉽지 않아 이 분야에 대한 연구가 매우 부족하다. 이 논문은 자원 할당 상태를 (a,b)t로 표현하는 상태 모델을 이용하여 상태의 개수를 획기적으로 감소시켰다. 또한 시스템 분석에 있어서 자원의 오류 발생 비율과 복구 비율이 미치는 영향도 함께 포함할 수 있도록 설계하였다. 그 결과 교착상태의 평균 발생 주기, 요구연산이 보류되거나 교착상태를 유발할 확률, 사이클의 길이가 2인 교착상태가 발생할 확률 등과 같은 각종 수식을 구하였다.

• 대한전자공학회논문지
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• 제20권2호
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• pp.35-40
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• 1983

본 논문에서는 PCM/FM시스템에 대한 비트(bit)오차 확률식을 구하여 이를 수치적으로 계산하여 검토를 행했다. 변조전 필터를 거친 NRZ-L 이진 펄스예을 변조 신호로 하여 반송파를 주파수 변조하였고, 리미터와 변별기를 검출기로 이용하였다. RF 스펙트럼의 제한과 비트 오차 확률의 감소면에서 볼 때, 주파수 편이화 h를 3WT가 되도록 설계하는 것이 적당함을 알 수 있었다. 여기서 W는 변조전 필터의 대역폭이고 T는 한 비트당 시간 간폭이다.

• 전자공학회논문지B
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• 제30B권9호
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• pp.54-63
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• 1993

Quantization error, generated by the quantization process of an image, is inherent in computer vision. Because, especially in stereo vision, the quantization error in a 2-D image results in position errors in the reconstructed 3-D scene, it is necessary to analyze it mathematically. In this paper, the analysis of the probability density function (pdf) of quantization error for a line-based stereo matching scheme is presented. We show that the theoretical pdf of quantization error in the reconstructed 3-D position information has more general form than the conventional analysis for pixel-based stereo matching schemes. Computer simulation is observed to surpport the theoretical distribution.

• 한국통신학회논문지
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• 제15권1호
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• pp.21-28
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• 1990

본 논문에서는 육사이동문선통신의 fast Rayleigh fading 채널에서 GMSK(Gaussian filered Minimum Shift Keying) 2비트 차동검파의 ISI(Intersymbol Interference)가 오류확률에 미치는 영향을 이론적으로 해석하고, 오류확률에 대한 closed form의 표현을 유도 하였다. 수치 결과는 관심의 대상이 되는 예비 변조 Gaussian 저역통과 여파기의 정규화된 대역폭 BT=0.25~0.4에 대하여 페이딩률(fading rate) $f_\rho$T를 매개 변수로 하여 나타내었다. 인접한 첫번째 비트의 ISI만을 고려한 오류확률이 GMSK 2비트 차동검파의 성능을 평가하는데 충분히 정확하다는 것을 확인하였다.

• 한국통신학회논문지
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• 제27권4B호
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• pp.308-315
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• 2002

This paper proposes new probability models for wideband code division multiple access (W-CDMA) signals. The performance of a W-CDMA system is evaluated by calculating the average bit error rate(BER) which is derived from the probability distribution of the W-CDMA receiver output. If a probability model of the receiver output is available, the performance evaluation becomes much simpler and it enables diverse analyses of the system for channel coding and other purposes. In this paper, probability distributions of W-CDMA signals, more specifically those of the receiver output, are represented as Rayleigh and noncentral chi distribution, considering various bandwidths and channel environments. The adequacy of a probability model is verified by chi-square test of 1% significance level. The BER of the system obtained from the simulation results is compared to that obtained from the probability model to demonstrate the usefulness of the proposed models.

• 한국통신학회논문지
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• 제8권2호
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• pp.76-81
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• 1983

PCM符號가 NRZ-L인 binary data를 5次 Bessel low-pass filter를 通하여 傳送하는 telemetry systemn에 對하여 FM方式으로 RF link를 構成하고 liniter-discriminator로 複調하였을 경우에 digital通信system의 性能評價에 重要한 bit誤差確率을 SNR에 對하여 解析的으로 檢討하였다. 實際로 設計에 적용한 telemetry system에서 bit rate를 140kHz, 變調前 filter의 f를 100kHz, 送信機의 最大周波數編移 2f를 300kHz로 設計하였을 때 f0T=0.7 및 h=2ft=2이며 SNR이 10dB일 때 bit誤差確率은 10으로 計算되었다.