• Title/Summary/Keyword: Complex Signal

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Improvement of ECG P wave Detection Performance Using CIR(Contextusl Information Rule-base) Algorithm (Contextual information 을 이용한 P파 검출에 관한 연구)

  • 이지연;김익근
    • Journal of Biomedical Engineering Research
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    • v.17 no.2
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    • pp.235-240
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    • 1996
  • The automated ECG diagnostic systems that are odd in hospitals have low performance of P-wave detection when faced with some diseases such as conduction block. So, the purpose of this study was the improvement of detection performance in conduction block which is low in P-wave detection. The first procedure was removal of baseline drift by subtracting the median filtered signal of 0.4 second length from the original signal. Then the algorithm detected R peak and T end point and cancelled the QRS-T complex to get'p prototypes'. Next step was magnification of P prototypes with dispersion and detection of'p candidates'in the magnified signal, and then extraction of contextual information concerned with P-waves. For the last procedure, the CIR was applied to P candidates to confirm P-waves. The rule base consisted of three rules that discriminate and confirm P-waves. This algorithm was evaluated using 500 patient's raw data P-wave detection perFormance was in- creased 6.8% compared with the QRS-T complex cancellation method without application of the rule base.

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A Method to Accelerate Convergence of Hessenberg process for Small Signal Stability Analysis of Large Scale Power Systems (대규모 전력계통의 미소신호 안정도 해석을 위한 Hessenberg Process의 수렴특성 가속화 방법)

  • Song, Sung-Geun;Nam, Ha-Kon;Shim, Kwan-Shik;Moon, Chae-Ju;Kim, Yong-Gu
    • Proceedings of the KIEE Conference
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    • 1998.07c
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    • pp.871-874
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    • 1998
  • It is most important in small signal stability analysis of large scale power systems to compute only the dominant eigenvalues selectively with numerical stability and efficiency. Hessenberg process is numerically very stable and identifies the largest eigenvalues in magnitude. Hence, transformed system matrix must be used with the process. Inverse transformation with complex shift provides high selectivity centered on the shift, but does not possess the desired property of computing the dominant mode first. Thus, advantage of high selectivity of the transformation can be fully utilized only when the complex shift is given close to the dominant eigenvalues. In this paper, complex shift is determined by Fourier transforming the results of dynamic simulation with PTI's PSS/E transient simulation program. The convergence in Hessenberg process is accelerated using the iterative scheme. Overall, a numerically stable and very efficient small signal stability program is obtained. The stability and efficiency of the program has been validated against New England 10-machines 39-bus system and KEPCO system.

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Modelling and Simulation of Glint and RCS of Complex Target (복잡한 목표물의 Glint와 RCS 모델링 및 시뮬레이션)

  • Song, Seungeon;Shin, Han-Seop;Kim, Dae-Oh;Kang, Chul-Ung;Ko, Seokjun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.12 no.1
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    • pp.27-34
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    • 2017
  • The signal transmitted from radar is not reflected from a single point when the signal reflected by complex target. Resultantly, the amplitude and phase of the received signal can be changed because the target has lots of scatterers. The changes of the amplitude and the phase mean Glint and RCS, respectively. Although the Glint and RCS that caused by the same scatters are uncorrelated, however, they are not independent completely. Therefore, this paper proposes a method for generating the Glint and RCS by using same random number generator. And the time correlations of the Glint and RCS are respectively implemented in frequency domain by using each power spectral density of them.

Design of neural network based ALE for QRS enhancement (QRS 파의 증대를 위한 신경망 ALE 설계)

  • 원상철;박종철;최한고
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2000.08a
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    • pp.217-220
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    • 2000
  • This paper describes the application of a neural network based adaptive line enhancer (ALE) for enhancement of the weak QRS complex corrupted with background noise. Modified fully-connected recurrent neural network is used as a nonlinear adaptive filter in the ALE. The connecting weights between network nodes as well as the parameters of the node activation function are updated at each iteration using the gradient descent algorithm. The real ECG signal buried with moderate and severe background noise is applied to the ALE. Simulation results show that the neural network based ALE performs well the enhancement of the QRS complex from noisy ECG signals.

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A Combined QRS-complex and P-wave Detection in ECG Signal for Ubiquitous Healthcare System

  • Bhardwaj, Sachin;Lee, Dae-Seok;Chung, Wan-Young
    • Journal of information and communication convergence engineering
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    • v.5 no.2
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    • pp.98-103
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    • 2007
  • Long term Electrocardiogram (ECG) [1] analysis plays a key role in heart disease analysis. A combined detection of QRS-complex and P-wave in ECG signal for ubiquitous healthcare system was designed and implemented which can be used as an advanced warning device. The ECG features are used to detect life-threating arrhythmias, with an emphasis on the software for analyzing QRS complex and P-wave in wireless ECG signals at server after receiving data from base station. Based on abnormal ECG activity, the server will transfer alarm conditions to a doctor's Personal Digital Assistant (PDA). Doctor can diagnose the patients who have survived from cardiac arrhythmia diseases.

Complex Quadrature Spatial Modulation

  • Mohaisen, Manar;Lee, Saetbyeol
    • ETRI Journal
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    • v.39 no.4
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    • pp.514-524
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    • 2017
  • In this paper, we propose a spatial modulation (SM) scheme referred to as complex quadrature SM (CQSM). In contrast to quadrature SM (QSM), CQSM transmits two complex signal constellation symbols on the real and quadrature spatial dimensions at each channel use, increasing the spectral efficiency. To achieve that, signal symbols transmitted at any given time instant are drawn from two different modulation sets. The first modulation set is any of the conventional QAM/PSK alphabets, while the second is a rotated version of it. The optimal rotation angle is obtained through simulations for several modulation schemes and analytically proven for the case of QPSK, where both results coincide. Simulation results showed that CQSM outperformed QSM and generalized SM by approximately 5 dB and 4.5 dB, respectively, for the same transmission rate. Its performance was similar to that of QSM; however, it achieved higher transmission rates. It was additionally shown numerically and analytically that CQSM outperformed QSM for a relatively large number of transmit antennas.

A Study on the Bit-slice Signal Processor for the Biological Signal Processing (생체 신호처리용 Bit-slice Signal Processor에 관한 연구)

  • Kim, Yeong-Ho;Kim, Dong-Rok;Min, Byeong-Gu
    • Journal of Biomedical Engineering Research
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    • v.6 no.2
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    • pp.15-22
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    • 1985
  • We have developed a microprogramir!able signal processor for real-time ultrasonic signal processing. Processing speed was increased by the parallelism in horizontal microprogram using 104bits microcode and the Pipelined architecture. Control unit of the signal processor was designed by microprogrammed architec- ture and writable control store (WCS) which was interfaced with host computer, APPLE- ll . This enables the processor to develop and simulate various digital signal processing algorithms. The performance of the processor was evaluated by the Fast Fourier Transform (FFT) program. The execution time to perform 16 bit 1024 points complex FF7, radix-2 DIT algorithm, was about 175 msec with IMHz master Clock. We can use this processor to Bevelop more efficient signal processing algorithms on the biological signal processing.

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Interference Cancellation System in Wireless Repeater Using Complex Signed Signed CMA Algorithm (Complex Signed-Signed CMA 알고리즘을 이용한 간섭 제거 중계기)

  • Han, Yong Sik
    • Journal of IKEEE
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    • v.17 no.2
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    • pp.145-150
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    • 2013
  • In the paper, we propose a new CSS(Complex Signed-Signed) CMA(Constant Modulus Algorithm) algorithm for ICS(Interference Cancellation System). When the repeater get the feedback signal, the CSS CMA algorithm is proposed at the ICS repeater using DSP(Digital Signal Processing) for the removal of interfering signals from the feedback paths. The proposed CSS CMA algorithm improved performances and hardware complexity by adjusting step size values. the steady state MSE(Mean Square Error) performance of the proposed CSS CMA algorithm with step size of 0.00043 is about 4dB better than the conventional CMA algorithm. And the proposed Complex Signed Signed CMA algorithm requires 1950 ~ 2150 less iterations than the LMS(Least Mean Square) and Signed LMS(Normalized Least Mean Square) algorithms at MSE of -25dB.

The Evaluation of Signal Reliability for single Stuck-at-type Fault in Digital Circuit (디지털회로의 단일고착형 결함에 대한 신호적 신뢰도계정)

  • 김영일;오영환
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.12 no.2
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    • pp.139-147
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    • 1987
  • This paper presented a method evaluating the signal reliability for signal stuck-at-type in digital circuits. Here, the signal reliability is defined as the probability that circuit output is correct, even though the fault existed at the internal parts of digital circuit. In evaluating the signal reliability, this paper presented not only fault model and algorithm for signal stuck-at-type fault but also computer program for evaluating the signal reliability with respect to complex and large circuit.

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Sensor signal processing device for USN application and general purpose (USN응용과 범용목적에 적용가능한 센서 신호처리기)

  • Park, Chan-Won;Kim, Il-Hwan;Chun, Sam-Sug
    • Journal of Sensor Science and Technology
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    • v.19 no.3
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    • pp.230-237
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    • 2010
  • In sensor signal conditioning and processing, offset and drift characteristics of an operational amplifier are an important factor when the amplifier is used for a precise sensor signal amplifier. In order to use it in high accuracy, an expensive trimming or a complex compensation circuit is required. This paper presents the improved sensor signal conditioning and processing device for ubiquitous sensor network(USN) application or general purpose by developing a hardware of the circuit for reducing the offset voltage and drift characteristics, and a software for its control and sensor signal processing. We realize better offset voltage and drift characteristics of the signal conditioning circuit using low cost operational amplifiers. The experimental results show that this technique is effective in improving the performance of the sensor signal processing device.