Compressed-sensing-based sparse aperture imaging system and method
A sparse aperture and compressed sensing technology, which is applied in the direction of using optical devices to transmit sensing components, etc., to achieve the effects of saving costs, avoiding background noise and electrical noise, and saving detection dimensions
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[0028] The present invention will be further described now in conjunction with accompanying drawing.
[0029] The compressed sensing-based free sparse aperture imaging system 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 operations of compressed sensing include: firstly, using prior knowledge, select a suitable sparse basis Ψ, so that x' obtained by point spread function x transformed by Ψ is the most sparse; Under the condition of A and sparse basis Ψ, a mathematical model y=AΨx′+e is established, and the convex optimization is performed through the compressed sensing algorithm. After obtaining x’, the Inverts to x.
[0030] A sparse-aperture imaging system is generally composed of multiple sub-apertures with the same shape, and the pupil fun...
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