An Introduction To Compressive Sampling

@article{Candes2008AnIT,
  title={An Introduction To Compressive Sampling},
  author={E. J. Candes and M. B. Wakin},
  journal={IEEE Signal Processing Magazine},
  year={2008},
  volume={25},
  pages={21-30}
}
Conventional approaches to sampling signals or images follow Shannon's theorem: the sampling rate must be at least twice the maximum frequency present in the signal (Nyquist rate). In the field of data conversion, standard analog-to-digital converter (ADC) technology implements the usual quantized Shannon representation - the signal is uniformly sampled at or above the Nyquist rate. This article surveys the theory of compressive sampling, also known as compressed sensing or CS, a novel sensing… CONTINUE READING

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