Algorithms for recovery of sparse signals in compressed sensing

• Main Author: Tran, Anh Vu.
• Other Authors: Justin Dauwels
• Format: Final Year Project
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity; DRNTU::Science::Mathematics::Discrete mathematics::Algorithms
• Online Access: http://hdl.handle.net/10356/52687
• Institution: Nanyang Technological University

In real-world applications, most of the signals can be approximated by sparse signals. When dealing with sparse or compressible signal, the traditional process of acquiring the signal and then discard most of the samples for compression is inefficient and memory consuming. Recent developments in sta...