• 제목/요약/키워드: Low SNR

검색결과 571건 처리시간 0.025초

Calculation Time Reduction Algorithm of 2-Dimensional Discrete Wavelet Transform (2차원 이산 웨이블릿 변환의 계산시간 감소를 위한 알고리듬)

  • 이혁범;유지상;김종현;서영호;김왕현;김동욱
    • Proceedings of the IEEK Conference
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    • 대한전자공학회 2000년도 추계종합학술대회 논문집(4)
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    • pp.49-52
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    • 2000
  • This paper is to propose an algorithm to reduce the calculation time to perform the 2-dimensional Discrete Wavelet Transform(2DWT). We call this algorithm as Reduced 2-dimensional Discrete Wavelet Transformation(R2DWT). This algorithm uses a modified Mallat-tree such that in each level, the column transform is performed only with the low-pass filtered row transform result. The resulting number of sub-band regions is 2L+1, meanwhile the original(2DWT) has 3L+1 sub-regions, where L is the transform level. To show the proposed algorithm is useful without much loss in SNR(Signal-to-Noise Ratio), we performed experiments with various images. The results showed that above 5:1 in compression ratio, the proposed algorithm has less than 0.SdB difference in SNR from 2DWT with about 25% reduction in calculation time.

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Symbol Error Rate of 16-APSK Modulation (DVB-S2의 16-APSK 성능 분석)

  • Son, Jae-Seung;Lee, Yu-Sung;Park, Hyun-Cheol
    • Proceedings of the IEEK Conference
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    • 대한전자공학회 2004년도 하계종합학술대회 논문집(1)
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    • pp.11-14
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    • 2004
  • Digital Video Broadcasting - Satellite (DVB-S) [1] (EN 300 421(bibliography)) was introduced as a standard in 1994. However, by combing with higher order modulation, promise more powerful alternatives to the DVB-S / DVB-DSNG coding and modulation schemes. Variable rate coding and modulation (VCM) may employed to provide different levels of error protection to different service components. Adaptive coding and modulation (ACM) provides more exact channel protection and dynamic link adaptation to propagation conditions, targeting each individual receiving terminal. By these reasons, DVB-S2 introduced. This paper derives exact symbol error rate(SER) of 16-Amplitude Phase Shift Keying(APSK) modulation by using Craig's formula. 16-APSK modulation is used in DVB-S2. The difference between Union Bound and Craig's formula is 1.26dB in low SNR and 0.1dB in high SNR.

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Impact of Outdated CSI on the Performance of Incremental Amplify-and-Forward Opportunistic Relaying

  • Zhou, Tsingsong;Gao, Qiang;Fei, Li
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권6호
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    • pp.2567-2582
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    • 2016
  • This paper investigates the impact of outdated channel state information (CSI) on the performance of the incremental amplify-and-forward (AF) opportunistic relaying (OR) over dual-hop Rayleigh fading channels. According to the definition of distribution function, we obtain the cumulative distribution function (CDF) of the actual combined signal-to-noise ratio (SNR) received at the destination. Based on this CDF, the closed-form expressions of the average spectral efficiency and outage probability are derived for the incremental AF OR under outdated CSI. Numerical results show that in the low region of the average SNR of the direct link, outdated CSI deteriorates the system performance, whereas in the high region, outdated CSI has almost no impact on the system performance.

A Study on Improvement of MUAP Resolution using Spatial Filter (공간필터에 의한 운동단위 활동전위의 분해능 향상에 관한 연구)

  • Yang, Duck-Jin;Jun, Chang-Ik;Lee, Young-Suk;Lee, Jin;Kim, Sung-Hwan
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • 제53권1호
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    • pp.55-64
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    • 2004
  • Conventional bipolar surface electromyography(EMG) technique detects only the superimposed electromyographic activity of a large number of motor units due to its low spatial resolution. For the diagnosis of neuromuscular disorder, the information of single MU is required. In this paper, 9 channel array surface electrode system was as designed and MLoG filter was proposed. Also the MCPT(modified convolution processing technique)method was proposed for the improvement of MUAP resolution. For performance evaluation, power spectrum analysis of random data and raw EMG signal comparison of MUAP shape and quantitative estimation of SNR were executed. As a result, the MUAP resolution improvement of 32% was obtained from the standpoint of the signal-to-noise ratio(SNR).

Accurate Speech Detection based on Sub-band Selection for Robust Keyword Recognition (강인한 핵심어 인식을 위해 유용한 주파수 대역을 이용한 음성 검출기)

  • Ji Mikyong;Kim Hoirin
    • Proceedings of the KSPS conference
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    • 대한음성학회 2002년도 11월 학술대회지
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    • pp.183-186
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    • 2002
  • The speech detection is one of the important problems in real-time speech recognition. The accurate detection of speech boundaries is crucial to the performance of speech recognizer. In this paper, we propose a speech detector based on Mel-band selection through training. In order to show the excellence of the proposed algorithm, we compare it with a conventional one, so called, EPD-VAA (EndPoint Detector based on Voice Activity Detection). The proposed speech detector is trained in order to better extract keyword speech than other speech. EPD-VAA usually works well in high SNR but it doesn't work well any more in low SNR. But the proposed algorithm pre-selects useful bands through keyword training and decides the speech boundary according to the energy level of the sub-bands that is previously selected. The experimental result shows that the proposed algorithm outperforms the EPD-VAA.

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Phase Offset Enumeration Method with Error Detection and Its Application to Synchronization of PN Sequences

  • Song Young-Joan
    • Journal of electromagnetic engineering and science
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    • 제5권1호
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    • pp.26-30
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    • 2005
  • It is important to know phase offsets of PN(Pseudo Noise) sequences in spread spectrum communications since the acquisition is equivalent to making a phase offset between a receiving PN sequence and a PN sequence of local PN generator be identical. In this paper, a phase offset enumeration method for PN sequences with error detection, and its application to the synchronization are proposed. The phase offset enumeration for an n-tuple PN sequence and its error detection are performed when one period of the sequence is received. Once the phase offset of the receiving sequence is calculated, we can easily accomplish the synchronization by initializing shift registers of a local PN generator according to the phase offset value. The mean acquisition time performance of the proposed scheme was derived analytically. Since this synchronization scheme can be realized by using simple circuit and acquires very rapid acquisition in high SNR but shows performance degradation in low SNR, it can be especially useful in indoor and office environments.

A Study on Noisy Speech Recognition Using Discriminative Training for PMC Algorithm (PMC 방식에서의 분별적 학습을 이용한 잡음 음성인식에 관한 연구)

  • 정용주
    • The Journal of the Acoustical Society of Korea
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    • 제19권2호
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    • pp.83-89
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    • 2000
  • In this paper, we proposed a discriminative adaptation method for PMC algorithm and achieved improved speech recognition rate. For the adaptation, we adopted modified PMC(MPMC) which is a variant of PMC and discriminatively adapted the association factor for each mixture of the HMM in the MPMC. From the recognition experiments, the proposed method showed better recognition rate than the conventional PMC. Also, compared with STAR algorithm which is another model parameter compensation method, the proposed method showed superior performance when the SNR is very low and the adaptation data is not sufficient.

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A Frequency Weighted HMM with Spectral Compensation for Noisy Speech Recognition (잡음하의 음성인식을 위한 스펙트럴 보상과 주파수 가중 HMM)

  • 이광석
    • Journal of the Korea Institute of Information and Communication Engineering
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    • 제5권3호
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    • pp.443-449
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    • 2001
  • This paper is simulation research to improve speech recognition rates under the noisy environment. We examines recognition ratio based on frequency-weighted HMM together with spectral subtraction. As results, frequency-weighted HMM with scaling coefficients is trained as a minimum error classification criterion, and is presents a higher recognition rates in noisy condition than a conventional method. Furthermore, spectral subtraction method gives 11 to 28% improvements for this frequency-weighted HMM in low SNR, and gives recognition rates of 81.7% at 6dB SNR of noisy speech.

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Thickness Optimization of TbFeCo Disks by Computer Simulation (컴퓨터 시뮬레이션에 의한 TbFeCo 광자기 디스크 두께 최적화)

  • 김진홍;권혁전;신성철
    • Journal of the Korean Magnetics Society
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    • 제4권3호
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    • pp.249-255
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    • 1994
  • Magneto-optical disks with dielectric layers for optical tunning are useful for maximizing the SNR. We have developed a computer program based on characteristic matrix to investigate the best combination of the film thicknesses. We have optimized the thicknesses of the multilayers which were composed of TbFeCo, dielectric, and AI layers at the wavelengh of 830nm. The criterion for the optimization of the film thickness was to maximize the figure of merit with maintaining the low ellipticity and rmre than 10% reflectivity.

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Performance Evaluation of Adaptive Modulation System with STTD (STTD 기법을 적용한 적응변조시스템의 성능 평가)

  • 강도욱;강희조
    • Journal of the Korea Institute of Information and Communication Engineering
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    • 제7권3호
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    • pp.411-416
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    • 2003
  • In this paper, We analysed performance of adaptive modulation system with STTD. Transmission error of system is increased by ISI according to delay wave in wireless channel environment. Therefore, We analysed performance that it is applied adaptive modulation system with STTD to reduce ISI's effect. As a results, Data transmission of high speedㆍhigh quality could know possible by applying adaptive modulation system with STTD. Because of selected high modulation mode in low SNR.