Compressive sensing is a new mathematical technique in signal processing. It enables, for example, optical, radar, MRI and X-ray imaging systems with limited capabilities in bandwidth or resolution to recover "natural" signals with high accuracy. As a consequence, new system architectures can be devised where standard regular sampling is not attainable due to sensor power consumption, size, cost, or technological limitations.
This graduate textbook provides detailed background for study and research in compressive sensing, including signal models, measurement schemes, recovery algorithms, highlighting recent theoretical results and showing a broad range of applications. Due to its background information and numerous practical applications, it is an ideal resource for researchers, graduate students and practitioners who want to join this exciting research area.
- ISBN10 311033531X
- ISBN13 9783110335316
- Publish Date 29 January 2023
- Publish Status Cancelled
- Publish Country DE
- Imprint De Gruyter
- Format Paperback
- Pages 365
- Language English
- URL https://degruyter.com/isbn/9783110335316