• Title/Summary/Keyword: FFT coefficients

Search Result 58, Processing Time 0.029 seconds

Distribution of the Slopes of Autocovariances of Speech Signals in Frequency Bands (음성 신호의 주파수 대역별 자기 공분산 기울기 분포)

  • Kim, Seonil
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.17 no.5
    • /
    • pp.1076-1082
    • /
    • 2013
  • The frequency bands were discovered which maximize the slopes of autocovariances of speech signals in frequency domain to increase the possibility of segregation between speech signals and background noise signal. A speech signal is divided into blocks which include multiples of sampled data, then those blocks are transformed to frequency domain using Fast Fourier Transform(FFT). To find linear equation by Linear Regression, the coefficients of autocovariance within blocks of some frequency band are used. The slope of the linear equation which is called the slope of autocovariance is varied from band to band according to the characteristics of the speech signal. Using speech signals of a man which consist of 200 files, the coefficients of the slopes of autocovariances are analyzed and compared from band to band.

Development of 400MHz Wide-Band Correlation Board for Radio Astronomy Spectrometer (전파천문관측용 400MHz 광-대역 상관기 보드의 설계 및 제작)

  • Lee, Chang-hoon;Park, Han-Kyu;Kim, Kwang-Dong;Koo, Bon-Chul;Byun, Do-Young;Han, Seog-Tae;Kim, Tae-Sung
    • Journal of the Institute of Electronics Engineers of Korea SC
    • /
    • v.41 no.2
    • /
    • pp.37-44
    • /
    • 2004
  • In this paper, we performed the design and the development of the wide-band correlation board to be an important role in the autocorrelation spectrometer's building for the observation study of an extra-galaxy's spectral lines and the survey research of the special radio sources in field of the radio astronomy. In this research, the developed correlation board by using QUAINT correlator chip(made by NRAO) has maximum 100 MHz clock speed and operate at a intermediate frequency with 400 MHz bandwidth. For the Performance test we supply the 0.5 and 1.67 MHz rectangular wave, then we obtain the autocorrelation coefficients. The final results, which process by using FFT, get the almost same results compare with the theoretical correlation.

Pitch Estimation Method in an Integrated Time and Frequency Domain by Applying Linear Interpolation (선형 보간법을 이용한 시간과 주파수 조합영역에서의 피치 추정 방법)

  • Kim, Ki-Chul;Park, Sung-Joo;Lee, Seok-Pil;Kim, Moo-Young
    • Journal of the Institute of Electronics Engineers of Korea SP
    • /
    • v.47 no.5
    • /
    • pp.100-108
    • /
    • 2010
  • An autocorrelation method is used in pitch estimation. Autocorrelation values in time and frequency domains, which have different characteristics, correspond to the pitch period and fundamental frequency, respectively. We utilize an integrated autocorrelation method in time and frequency domains. It can remove the errors of pitch doubling and having. In the time and frequency domains, pitch period and fundamental frequency have reciprocal relation to each other. Especially, fundamental frequency estimation ends up as an error because of the resolution of FFT. To reduce these artifacts, interpolation methods are applied in the integrated autocorrelation domain, which decreases pitch errors. Moreover, only for the pitch candidates found in a time domain, the corresponding frequency-domain autocorrelation values are calculated with reduced computational complexity. Using linear interpolation, we can decrease the required number of FFT coefficients by 8 times. Thus, compared to the conventional methods, computational complexity can be reduced by 9.5 times.

Utilization of Phase Information for Speech Recognition (음성 인식에서 위상 정보의 활용)

  • Lee, Chang-Young
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.10 no.9
    • /
    • pp.993-1000
    • /
    • 2015
  • Mel-Frequency Cepstral Coefficients(: MFCC) is one of the noble feature vectors for speech signal processing. An evident drawback in MFCC is that the phase information is lost by taking the magnitude of the Fourier transform. In this paper, we consider a method of utilizing the phase information by treating the magnitudes of real and imaginary components of FFT separately. By applying this method to speech recognition with FVQ/HMM, the speech recognition error rate is found to decrease compared to the conventional MFCC. By numerical analysis, we show also that the optimal value of MFCC components is 12 which come from 6 real and imaginary components of FFT each.

Image Registration Improvement Based-on FFT Techniques with the Affine Transform Estimation

  • Wisetphanichkij, Sompong;Pasomkusolsil, Sanchaiya;Dejhan, Kobchai;Cheevasuvit, Fusak;Mitatha, Somsak;Sra-Ium, Napat;Vorrawat, Vinai;Pienvijarnpong, Chanchai
    • Proceedings of the KSRS Conference
    • /
    • 2003.11a
    • /
    • pp.260-262
    • /
    • 2003
  • New Image registration techniques are developed for determining geometric distortions between two images of the same scene. First, the properties of the Fourier transform of a two dimensional function under the affine transformation are given. As a result, techniques for the estimation of the coefficients of the distortion model using the spectral frequency information are developed. Image registration can be achieved by applying the fast Fourier transform (FFT) technique for cross correlation of misregistered imagery to determine spatial distances. The correlation results may be rather broad, making detection of the peak difficult, what can be suppressed by enhancing cross-correlation technique. Yield greatly improves the delectability and high precision of image misregistration.

  • PDF

Applications of Dynamic Mode Decomposition to Unstable Shock-Induced Combustion (충격파 유도 연소의 불안정성 분석을 위한 Dynamic Mode Decomposition 방법의 적용)

  • Kumar, P. Pradeep;Choi, Jeong-Yeol;Son, Jinwoo;Sohn, Chae Hoon
    • Journal of the Korean Society of Propulsion Engineers
    • /
    • v.21 no.2
    • /
    • pp.9-17
    • /
    • 2017
  • Dynamic mode decomposition (DMD) method was applied for the further study of periodical characteristics of the unsteady shock-induced combustion. The case of Lehr's experiments was numerically simulated using 4 levels of grids. FFT result reveals that almost all the grid systems oscillate at frequencies around 430-435 kHz and the measureed one is around 425 kHz. To identify more resonant modes with low frequencies, DMD method is adopted for 4 grid systems. Several major frequencies are extracted and their damping coefficients are calculated at the same time, which is a quantification parameter for combustion stabilization.

A Study on the Improvements of Security and Quality for Analog Speech Scrambler (아날로그 음성 비화기의 비도 및 음질 향상에 관한 연구)

  • 공병구;조동호
    • Journal of the Korean Institute of Telematics and Electronics B
    • /
    • v.30B no.9
    • /
    • pp.27-35
    • /
    • 1993
  • In this paper, a new algorithm for high level security and quality of speech is proposed. The algorithm is based on the rearrangement of the fast fourier transform (FFT) coefficients with pre and post filter process, hamming window and adaptive pseudo spectrum insertion. Then, the pre and post filters are used for the whitening of speech spectrum and the adaptive pseudo spectrum is inserted for the unclassification of silence/speech. Also, the hamming window technique is applied for the robustness to the syncronization error in the telephone line. According to the simulation results, it can be seen that the security of scrambled signal and the quality of descrambled signal have been improved fairly in both subjective and objective performance test and the new FFT scrambler is robust to the synchronization error.

  • PDF

Experimental study on bridge structural health monitoring using blind source separation method: arch bridge

  • Huang, Chaojun;Nagarajaiah, Satish
    • Structural Monitoring and Maintenance
    • /
    • v.1 no.1
    • /
    • pp.69-87
    • /
    • 2014
  • A new output only modal analysis method is developed in this paper. This method uses continuous wavelet transform to modify a popular blind source separation algorithm, second order blind identification (SOBI). The wavelet modified SOBI (WMSOBI) method replaces original time domain signal with selected time-frequency domain wavelet coefficients, which overcomes the shortcomings of SOBI. Both numerical and experimental studies on bridge models are carried out when there are limited number of sensors. Identified modal properties from WMSOBI are analyzed and compared with fast Fourier transform (FFT), SOBI and eigensystem realization algorithm (ERA). The comparison shows WMSOBI can identify as many results as FFT and ERA. Further case study of structural health monitoring (SHM) on an arch bridge verifies the capability to detect damages by combining WMSOBI with incomplete flexibility difference method.

Design of Low Error Fixed-Width Group CSD Multiplier (저오차 고정길이 그룹 CSD 곱셈기 설계)

  • Kim, Yong-Eun;Cho, Kyung-Ju;Chung, Jin-Gyun
    • Journal of the Institute of Electronics Engineers of Korea SD
    • /
    • v.46 no.9
    • /
    • pp.33-38
    • /
    • 2009
  • The group CSD (GCSD) multiplier was recently proposed based on the variation of canonic signed digit (CSD) encoding and partial product sharing. This multiplier provides an efficient design when the multiplications are performed only with a few predetermined coefficients (e.g., FFT). In many DSP applications such as FFT, the (2W-1)-bit product obtained from W-bit multiplicand and W-bit multiplier is quantized to W-bits by eliminating the (W-1) least-significant bits. This paper presents an error compensation method for a fixed-width GCSD multiplier that receives a W-bit input and produces a W-bit product. To efficiently compensate for the quantization error, the encoded signals from the GCSD multiplier are used for the generation of error compensation bias. By Synopsys simulations, it is shown that the proposed method leads to up to 84% reduction in power consumption and up to 79% reduction in area compared with the fixed-width modified Booth multiplier.

Interference Mitigation Technique for OFDMA-based Mesh Networks in Doubly Selective Channels (시간/주파수 선택적 채널환경에서 OFDMA 기반의 메쉬 네트워크를 위한 간섭 완화 기법)

  • Park, Chang-Hwan;Kong, Mi-Kyung;Cho, Yong-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.37 no.1A
    • /
    • pp.17-24
    • /
    • 2012
  • In this paper, we described a received signal model in terms of the starting point of FFT window and derive a post-detection SINR for the receiver with MMSE filter and the corresponding filter coefficients in order to mitigate the effects of interferences caused by time and frequency selective fading channels and time difference of arrival (TDoA) in OFDMA-based Mesh Networks. In addition, we proposed an MMSE Bidirectional Successive Detection (BSD) technique which can suppress the effects of interferences among multi-nodes without any redundant FFT operations. It was shown by simulation that the proposed interference suppression technique has not an error floor at higher average SNR than 30dB in terms of 64QAM uncoded BER contrary to the conventional techniques.