Generalized spectral-analytic method: Part I theoretical foundations

A new data processing technology is proposed, based on the adaptive analytical description of digital arrays by truncated orthogonal series. Further data processing is performed in the space of the expansion coefficients. The approach combines moderate computing times with the full use of analytical methods in problems of data compression, description, and analysis.