High-dimension space-time field data real-time transmission method under limited network bandwidth constraint
A network bandwidth and real-time transmission technology, applied in transmission systems, electrical components, etc., can solve problems such as unreasonable occupancy of client memory and system resource space, single value, and inability to limit
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[0045] Below in conjunction with accompanying drawing and embodiment the present invention will be further described:
[0046] The theoretical basis of the present invention is taken from tensor decomposition mathematical basis and space-time field data geography basis; its main algorithm is hierarchical tensor decomposition and merging algorithm; its realization depends on computer hardware conditions and data accuracy; its ultimate service goal is to solve space-time The storage problem of field data, the overall flow of high-dimensional data streaming is as follows: figure 1 shown.
[0047] The real-time transmission method of high-dimensional spatio-temporal field data provided by this embodiment under the constraint of limited network bandwidth mainly includes the following processes:
[0048] (1) Determination of compression parameters, (2) Tensor compression, (3) Hierarchical tensor transmission, (4) Hierarchical tensor dynamic addition, and (5) Hierarchical tensor rec...
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