Algorithms for recovery of sparse signals in compressed sensing

• 主要作者: Tran, Anh Vu.
• 其他作者: Justin Dauwels
• 格式: Final Year Project
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity; DRNTU::Science::Mathematics::Discrete mathematics::Algorithms
• 在線閱讀: http://hdl.handle.net/10356/52687
• 機構: 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...