YUAN Xiao, HE Xiao-hai, TAO De-yuan. On the Stability and Orthogonal Conditions of a Novel Class of Wavelet[J]. Acta Electronica Sinica, 2000, 28(10): 56-59.
DOI:
YUAN Xiao, HE Xiao-hai, TAO De-yuan. On the Stability and Orthogonal Conditions of a Novel Class of Wavelet[J]. Acta Electronica Sinica, 2000, 28(10): 56-59.DOI:
On the Stability and Orthogonal Conditions of a Novel Class of Wavelet
Starting with the construction conditions of basic wavelet (or mother wavelet)
three topics are studied in this paper.Firstly
the numerical computation stability of dyadic wavelets is discussed with a new concept——the stableness
which enables us to measure the stabilizing ability in numerical inverse of wavelet;And then the stableness of a novel class of complex analytic wavelet——Y-wavelet (whose quality factor is changeable)is analyzed.Finally
we investigate the orthogonal condition of Y-wavelet.Theoretical analysis and results of numerical simulation show that:The stableness and frequency selectivity of wavelets contradict each other in wavelet analysis
but this problem can be mitigated to some extent by changing the scaling dilation parameter;The stability region of dyadic Y-wavelet class is very narrow and limited by larger quality factor;It is impossible to construct an integral translation orthogonal basis by using Y-wavelets
except that the real Y-wavelet might exist on some integral translation orthogonal basis.