Compressed Sensing in Radar Signal Processing

doi:10.1017/9781108552653

Learn about the most recent theoretical and practical advances in radar signal processing using tools and techniques from compressive sensing. Providing a broad perspective that fully demonstrates the impact of these tools, the accessible and tutorial-like chapters cover topics such as clutter rejection, CFAR detection, adaptive beamforming, random arrays for radar, space-time adaptive processing, and MIMO radar. Each chapter includes coverage of theoretical principles, a detailed review of current knowledge, and discussion of key applications, and also highlights the potential benefits of using compressed sensing algorithms. A unified notation and numerous cross-references between chapters make it easy to explore different topics side by side. Written by leading experts from both academia and industry, this is the ideal text for researchers, graduate students and industry professionals working in signal processing and radar.

- Aa Reduce text
- Aa Enlarge text

View selected items
Save to my bookmarks
Export citations
Download PDF (zip)
Save to Kindle
Save to Dropbox
Save to Google Drive
Save content to
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to .

To save content items to your Kindle, first ensure no-reply@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Please be advised that item(s) you selected are not available.
You are about to save
Your Kindle email address

Please provide your Kindle email.

@free.kindle.com @kindle.com (service fees apply)

By using this service, you agree that you will only keep content for personal use, and will not openly distribute them via Dropbox, Google Drive or other file sharing services

Contents

Frontmatter
pp i-iv
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

Dedication
pp v-vi
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

Contents
pp vii-x
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

List of Contributors
pp xi-xiii
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

Introduction
pp xiv-xix
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

List of Symbols
pp xx-xxii
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

1 - Sub-Nyquist Radar: Principles and Prototypes
pp 1-48
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

2 - Clutter Rejection and Adaptive Filtering in Compressed Sensing Radar
pp 49-71
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

3 - RFI Mitigation Based on Compressive Sensing Methods for UWB Radar Imaging
pp 72-104
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

4 - Compressed CFAR Techniques
pp 105-134
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

5 - Sparsity-Based Methods for CFAR Target Detection in STAP Random Arrays
pp 135-164
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

6 - Fast and Robust Sparsity-Based STAP Methods for Nonhomogeneous Clutter
pp 165-192
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

7 - Super-Resolution Radar Imaging via Convex Optimization
pp 193-224
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

8 - Adaptive Beamforming via Sparsity-Based Reconstruction of Covariance Matrix
pp 225-256
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

9 - Spectrum Sensing for Cognitive Radar via Model Sparsity Exploitation
pp 257-283
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

10 - Cooperative Spectrum Sharing between Sparse Sensing-Based Radar and Communication Systems
pp 284-320
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

11 - Compressed Sensing Methods for Radar Imaging in the Presence of Phase Errors and Moving Objects
pp 321-354
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

Index
pp 355-358
- - Get access
    
    Check if you have access via personal or institutional login
    
    Log in Register
- Export citation

Metrics

Altmetric attention score

Total number of HTML views: 0

Total number of PDF views: 0 *

Loading metrics...

Total views: 0 *

Loading metrics...

* Views captured on Cambridge Core between #date#. This data will be updated every 24 hours.

Usage data cannot currently be displayed.

Why this information is here

This section outlines the accessibility features of this content - including support for screen readers, full keyboard navigation and high-contrast display options. This may not be relevant for you.

Accessibility Information

Accessibility compliance for the PDF of this book is currently unknown and may be updated in the future.

Compressed Sensing in Radar Signal Processing

This Book has been cited by the following publications. This list is generated based on data provided by Crossref.

Book description

Refine List

Actions for selected content:

Contents

Frontmatter
pp i-iv

Dedication
pp v-vi

Contents
pp vii-x

List of Contributors
pp xi-xiii

Introduction
pp xiv-xix

List of Symbols
pp xx-xxii

1 - Sub-Nyquist Radar: Principles and Prototypes
pp 1-48

2 - Clutter Rejection and Adaptive Filtering in Compressed Sensing Radar
pp 49-71

3 - RFI Mitigation Based on Compressive Sensing Methods for UWB Radar Imaging
pp 72-104

4 - Compressed CFAR Techniques
pp 105-134

5 - Sparsity-Based Methods for CFAR Target Detection in STAP Random Arrays
pp 135-164

6 - Fast and Robust Sparsity-Based STAP Methods for Nonhomogeneous Clutter
pp 165-192

7 - Super-Resolution Radar Imaging via Convex Optimization
pp 193-224

8 - Adaptive Beamforming via Sparsity-Based Reconstruction of Covariance Matrix
pp 225-256

9 - Spectrum Sensing for Cognitive Radar via Model Sparsity Exploitation
pp 257-283

10 - Cooperative Spectrum Sharing between Sparse Sensing-Based Radar and Communication Systems
pp 284-320

11 - Compressed Sensing Methods for Radar Imaging in the Presence of Phase Errors and Moving Objects
pp 321-354

Index
pp 355-358

Metrics

Altmetric attention score

Full text views

Book summary page views

Accessibility standard: Unknown

Why this information is here

Accessibility Information

Compressed Sensing in Radar Signal Processing

Book description

Refine List

Actions for selected content:

Save Search

Contents

Metrics

Altmetric attention score

Full text views

Book summary page views

Accessibility standard: Unknown

Why this information is here

Accessibility Information