Design and analysis of compressed sensing radar detectors

  • What is compressed sensing in simple terms?

    Compressed Sensing is mostly known for finding exact or approximate solutions for underdetermined linear systems of equations, which could not be solved using traditional linear algebra techniques.
    It showed that sampling under the Shannon–Nyquist rate is no longer impossible..

  • Radar detectors are tuned to look for and alert you to particular radio frequencies used by law enforcement in the form of a radar gun.
    In North America, they are tuned to alert to X-band, K-band, and Ka-band.
    A police radar gun transmits a radio frequency.

How can we design a CS-based CFAR radar detector?

Using the state evolution framework of CAMP, we also derive Signal to Noise Ratio (SNR) maps that, together with the ROC curves, can be used to design a CS-based CFAR radar detector

Our theoretical findings are confirmed by means of both Monte Carlo simulations and experimental results

What is radar sensing & how does it work?

The radar sensing is a very promising technology, enabling the measurement of vital signs at a distance, and thus meeting both requirements of unobtrusiveness and accuracy

What is radio detection and ranging (radar)?

RAdio detection and ranging (RADAR) is the system name of active sensors that work in microwave region of the electromagnetic spectrum


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