Free Space Optical Communication System and Method Based on Compressed Sensing and Sparse Aperture
An optical communication system and sparse aperture technology, which is applied in the field of free-space optical communication systems based on compressed sensing and sparse aperture, can solve the problems of sampling redundancy and limited aperture size, and achieve cost savings, save detection dimensions, and overcome sampling problems. The effect of redundancy
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[0043] The present invention will be further described now in conjunction with accompanying drawing.
[0044] The free-space optical communication system based on compressed sensing of the present invention adopts the principle of compressed sensing (Compressive Sensing, referred to as CS), which can be randomly sampled with fewer data samples (far lower than Nyquist / Shannon sampling). The limit of the theorem) perfectly recovers the original signal. The basic process of compressed sensing includes: firstly, using prior knowledge, select a suitable sparse basis Ψ, so that the point spread function x is converted by Ψ to get x' is the most sparse; and sparse basis Ψ, establish a mathematical model y=AΨx′+e, perform convex optimization through the compressed sensing algorithm, obtain x’, and then use Inverts to x.
[0045] Imaging systems are generally divided into coherent light imaging systems and incoherent light imaging systems. In the incoherent light diffraction-limited...
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