First,an analysis wavelet g(t)is proposed.Basing this analysis wavelet,we discussed the features of wavelet transform,studied the orthonormal wavelet transform and inverse wavelet transform of complex signals.Then we discussed the wavelet decomposition and composition of complex signals.Last,we proposed a fast wavelet transform algorithm to implement the signal decomposition.