Signal processing

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Compressed Sensing

Compressed sensing is about minimizing the information gathered and stored by sensors, reducing the need for file compression later on for transmission. This can reduce costs for certain applications, such as non-visible wavelength cameras.

Possible reference materials for this topic include

Compressed Sensing Makes Every Pixel Count
Davenport, M. A., Duarte, M. F., Eldar, Y. C., & Kutyniok, G. (2011). Introduction to compressed sensing. Preprint, 93(1), 2.

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algebra information theory linear algebra signal processing statistics