A system and method for free-space optical communication based on compressed sensing
An optical communication system and free space technology, applied in the direction of free space transmission, can solve the problems of high cost and signal redundancy, and achieve the effects of saving cost, saving detection dimensions, and avoiding background noise and electrical noise
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[0044] The present invention will be further described now in conjunction with accompanying drawing.
[0045] Before explaining the system and method of the present invention in detail, the relevant concepts in the present invention will be described first.
[0046] Compressive Sensing (CS for short): Compressed Sensing is a new mathematical theory proposed by Donoho, Tao and Candès et al. The prior knowledge of the representation can achieve subsampling far below the Nyquist / Shannon sampling limit, and can reconstruct signal information almost perfectly with higher robustness. The implementation steps of the compressed sensing include: firstly, using the prior knowledge, selecting a suitable sparse basis Ψ, so that the point spread function x is converted by Ψ to obtain x' which is the most sparse; Under the condition of matrix A and sparse basis Ψ, a mathematical model y=AΨx′+e is established; after convex optimization is carried out through compressed sensing algorithm, x’...
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