Data compression method and device
A data compression and data technology, applied in the field of data processing, can solve the problems of complex data compression methods
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Embodiment 1
[0025] Embodiment 1 provides a method of grouping the data to be compressed according to the compression ratio k and the input bit width m of the data to be compressed. In the first embodiment, according to the compression ratio k and the input bit width m of the data to be compressed, the packet length Q is determined, and every Q data in the data to be compressed is divided into a group, and processed in groups. Since all packets have the same length Q, the Q value can be notified to the decompression end before the compressed data is transmitted (the notification method includes but not limited to the signaling transmission of the compression end and the decompression end), so that when transmitting the compressed data, there is no need to transmit packet length information.
[0026] Other grouping methods may include: according to the compression ratio k, the input bit width m of the data to be compressed, and other conditions (such as the statistical characteristics of th...
Embodiment 2
[0028] Embodiment 2 provides two methods for compressing each group of data to be compressed according to the value of the real part and the value of the imaginary part of each data in the group of data to be compressed. Among them, according to the value of the real part and the value of the imaginary part of each data in the group of data to be compressed, a variable related to the group of data to be compressed is determined, such as the maximum value data_max of the absolute value of the real part and the absolute value of the imaginary part i or the maximum power_max of the sum of squares of the real and imaginary parts i , according to the determined variable, the group of data to be compressed is compressed, avoiding such as the prior art publication number is US2007147495A1, the publication date is June 28, 2007, and the invention name is: "Multilevel Data Compression Using a Single Compression In the U.S. patent document of “Engine”, it is necessary to perform complex...
Embodiment 3
[0096] In the third embodiment, the input bit width of the data to be compressed is m=12, the compression ratio k=3:2, the bit width of the shift information is n=1, a fixed-length grouping method is adopted, and according to the actual data of each group of data to be compressed The maximum value of the absolute value of the part and the absolute value of the imaginary part data_max i A compression process of shifting and truncating is performed on the group of data to be compressed.
[0097] image 3 It is a schematic diagram of the process of the data compression method in the third embodiment. Such as image 3 As shown, the method for data compression in the third embodiment includes the following steps:
[0098] S301: According to Formula 1, determine the packet length Q=2, group the data to be compressed, and each group contains two data to be compressed;
[0099] For example, for the current group of data to be compressed, including two data data1 and data2, real(da...
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