<p><p>Good quality digital images have high storage and bandwidth requirements. In modern times, with increasing user expectation for image quality, efficient compression is necessary to keep memory and transmission time within reasonable limits.</p><p>Image compression is concerned with minimizatio
Compressive Sensing Based Algorithms for Electronic Defence
โ Scribed by Amit Kumar Mishra, Ryno Strauss Verster
- Publisher
- Springer
- Year
- 2017
- Tongue
- English
- Leaves
- 188
- Series
- Signals and Communication Technology
- Edition
- 1st ed. 2017
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
This book details some of the major developments in the implementation of compressive sensing in radio applications for electronic defense and warfare communication use. It provides a comprehensive background to the subject and at the same time describes some novel algorithms. It also investigates application value and performance-related parameters of compressive sensing in scenarios such as direction finding, spectrum monitoring, detection, and classification.
โฆ Table of Contents
Front Matter....Pages i-x
Front Matter....Pages 1-1
Introduction....Pages 3-6
Electronic Defence Systems....Pages 7-32
Compressive Sensing: Acquisition and Recovery....Pages 33-60
Front Matter....Pages 61-61
Design of CS Based DOA Estimation for Modulated Shift-Keying Signal....Pages 63-74
CS Based Shift-Keying Modulation....Pages 75-91
Modulation Specific CS DOA....Pages 93-103
CS Based Spectrum Sensing for ES....Pages 105-114
Front Matter....Pages 115-115
Concluding Remarks....Pages 117-120
Appendix: Some Useful Theoretical Background....Pages 121-175
Back Matter....Pages 177-184
โฆ Subjects
Expert Systems;AI & Machine Learning;Computer Science;Computers & Technology;Internet, Groupware, & Telecommunications;Networking & Cloud Computing;Computers & Technology;Networks, Protocols & APIs;COM & DCOM;CORBA;ISDN;LAN;LDAP;Networks;ODBC;SNMP;TCP-IP;WAN;Networking & Cloud Computing;Computers & Technology;Electronics;Microelectronics;Optoelectronics;Semiconductors;Sensors;Solid State;Transistors;Electrical & Electronics;Engineering;Engineering & Transportation;Telecommunications & Sensors;An
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Greedy algorithms -- Sparse recovery -- Co-sparse recovery -- Group sparsity -- Joint sparsity -- Low-rank matrix recovery -- Combined sparse and low-rank recovery -- Dictionary learning -- Medical imaging -- Biomedical signal reconstruction -- Regression -- Classification -- Computational imaging -
''With the emergence of compressive sensing and sparse signal reconstruction, approaches to urban radar have shifted toward relaxed constraints on signal sampling schemes in time and space, and to effectively address logistic difficulties in data acquisition. Traditionally, these challenges have hin