Analysis, algorithms and applications of compressed sensing

• Main Author: Yang, Zai
• Other Authors: Zhang Cishen
• Format: Theses and Dissertations
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/59537
• Institution: Nanyang Technological University

Compressed sensing (CS) is an emerging research area which studies the problem of recovering a high dimensional sparse signal from its low dimensional linear samples. While CS can acquire a signal with a sub-Nyquist sampling rate, it requires a nonlinear signal reconstruction strategy which is compu...