A Survey on Compressive Sensing: Classical Results and Recent Advancements

Understand

Recovering sparse signals from linear measurements has demonstrated outstanding utility in a vast variety of real-world applications.

• Compressive sensing is the topic that studies the associated raised questions for the possibility of a successful recovery.
• This topic is well-nourished and numerous results are available in the literature.
• However, their dispersity makes it challenging and time-consuming for readers and practitioners to quickly grasp its main ideas and classical algorithms, and further touch upon the recent advancements in this surging field.