What is CS (Compressed sensing)?

Compressed sensing is the signal processing method. It is used to re-establish a signal, by finding solutions to undetermined a signal. Compressive sensing possesses various advantages, like the much smaller requirement for sensory devices, less memory storage, higher data transmission rate, and lower power consumption. Because of all these advantages, compressive sensing has been utilized in a wide range of applications.