Title :
The word length influence on waveform coding techniques based on wavelet transform applied to disturbance compression
Author :
Ribero, M.V. ; Duque, C.A.
Author_Institution :
DECOM, UNICAMP, Campinas, Brazil
Abstract :
The paper focuses on the influence of the finite precision in the wavelet filters and disturbance signals to demand a low computational complexity and efficient use of DSP solution applied to disturbance data compression technique, which depends on the finite precision, stability and convergence of the used techniques. The results show that the finite precision produces low degradation level with significant improvement of the compression ratio if a suitable choice of the SNR value in the SNR surface is made. Such conclusions are obtained by using the standard disturbance compression method (SDCM) and the enhanced disturbance compression method (EDCM) which performs a previous sinusoidal component estimation, its subtraction from the stored data in DFR (digital fault detection) equipment, and subsequently the application of the wavelet compression technique in the error signal obtained from the subtraction operation.
Keywords :
adaptive filters; amplitude estimation; computational complexity; data compression; discrete wavelet transforms; frequency estimation; notch filters; phase estimation; power supply quality; power system parameter estimation; roundoff errors; vector quantisation; DSP solution; EDCM; SDCM; SNR value; adaptive notch filter; amplitude estimation; compression ratio improvement; convergence; digital fault detection equipment; discrete wavelet transform; disturbance data compression technique; enhanced disturbance compression method; error signal; finite precision influence; frequency estimation; lossless compression; lossy compression; low computational complexity; phase estimation; power quality analysis; quantization error; roundoff error; sinusoidal component estimation; stability; standard disturbance compression method; stored data; subtraction operation; waveform coding techniques; wavelet compression technique; word length influence; Computational complexity; Data compression; Degradation; Digital signal processing; Fault detection; Filters; Frequency estimation; Phase estimation; Proposals; Wavelet transforms;
Conference_Titel :
Harmonics and Quality of Power, 2002. 10th International Conference on
Print_ISBN :
0-7803-7671-4
DOI :
10.1109/ICHQP.2002.1221422