主权项 |
1. A computer-implemented method of compressing a sparse multidimensional ordered series of spectroscopic data, the method comprising:
a) receiving the sparse multidimensional ordered series data, wherein the data comprise indexed data sets, each indexed data set comprising an index (n), a first variable (xn) representing a mass to charge ratio (m/z), and a second variable (yn) representing signal intensity; b) defining a predictor that calculates each first variable (xn) as a function of the index (n); c) assigning an amplitude code word to each yn based on the value and frequency of the yn; d) calculating a hop offset value (Δn) for each yn; e) assigning a hop code word to each Δn based on the value and frequency of the Δn; and f) generating a compressed output, said compressed output comprising:
i) a decoder legend comprising:
a description of the predictor;a reverse amplitude code word dictionary associated with yn; anda reverse hop code word dictionary associated with Δn; andii) code word data comprising an amplitude code word and a hop code word for each yn and each Δn, respectively. |