RICS

Radar Implementation of Compressive Sensing

The objective of the study is to identify, analyze, describe and give a proof of concept for radiofrequency military systems applications where the theory of Compressive Sensing (CS) can be efficiently applied.
A comprehensive revision of the basic theory and existing CS application is developed first, in order to provide a common framework for different radar applications such as

  • radar signal modeling (radar detection and target classification),
  • radar processing (Target classification, Direction of Arrival estimation, SAR/ISAR/P-ISAR, GMTI, SAR-tomography)
  • radar architectures (receiver down conversion stage, antenna front-end, baseband processing, array antenna layout)
  • the ongoing experimentations and the developed radar system prototypes.

A case studies will be chosen to find the best algorithmic system concept solution in the CS framework. The idea is to develop an algorithm as much interchangeable as possible in the possible different application analyzed in the common framework.

PUBLICATIONS

2016

Tomei, Sonia; Bacci, Alessio; Giusti, Elisa; Martorella, Marco; Berizzi, Fabrizio

Compressive sensing-based inverse synthetic radar imaging imaging from incomplete data (Journal Article)

IET Radar, Sonar & Navigation, 10 (2), pp. 386–397, 2016, (RICS).

(BibTeX)

Bacci, Alessio; Staglian`o, Daniele; Giusti, Elisa; Tomei, Sonia; Berizzi, Fabrizio; Martorella, Marco

Compressive sensing for interferometric inverse synthetic aperture radar applications (Journal Article)

IET Radar, Sonar & Navigation, 10 (8), pp. 1446–1457, 2016, (RICS).

(BibTeX)

Bacci,; Giusti,; Cataldo,; Tomei,; Martorella,

ISAR resolution enhancement via compressive sensing: A comparison with state of the art SR techniques (Inproceeding)

Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2016 4th International Workshop on, pp. 227–231, IEEE 2016, (RICS).

(BibTeX)

Tomei, Sonia; Bacci, Alessio; Giusti, Elisa; Martorella, Marco; Berizzi, Fabrizio

Compressive sensing-based inverse synthetic radar imaging imaging from incomplete data (Journal Article)

IET Radar, Sonar & Navigation, 10 (2), pp. 386–397, 2016, (RICS).

(Abstract | Links | BibTeX)

Bacci, Alessio; Staglian`o, Daniele; Giusti, Elisa; Tomei, Sonia; Berizzi, Fabrizio; Martorella, Marco

Compressive sensing for interferometric inverse synthetic aperture radar applications (Journal Article)

IET Radar, Sonar & Navigation, 2016, (RICS).

(BibTeX)

Bacci,; Giusti,; Cataldo,; Tomei,; Martorella,

ISAR resolution enhancement via compressive sensing: A comparison with state of the art SR techniques (Inproceeding)

Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2016 4th International Workshop on, pp. 227–231, IEEE 2016, (RICS).

(BibTeX)

2015

Bacci,; Giusti,; Tomei,; Martorella,; Berizzi,

Time-slotted FMCW MIMO ISAR with compressive sensing image reconstruction (Inproceeding)

Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2015 3rd International Workshop on, pp. 229–233, IEEE 2015, (RICS).

(Links | BibTeX)

Giusti,; Bacci,; Tomei,; Martorella,

Compressive sensing based ISAR: Performance evaluation (Inproceeding)

Radar Symposium (IRS), 2015 16th International, pp. 398–403, IEEE 2015, (RICS).

(BibTeX)

Bacci,; Giusti,; Tomei,; Martorella,; Berizzi,

Time-slotted FMCW MIMO ISAR with compressive sensing image reconstruction (Inproceeding)

Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), 2015 3rd International Workshop on, pp. 229–233, IEEE 2015, (RICS).

(BibTeX)

Giusti,; Bacci,; Tomei,; Martorella,

Compressive sensing based ISAR: Performance evaluation (Inproceeding)

2015 16th International Radar Symposium (IRS), pp. 398–403, IEEE 2015, (RICS).

(BibTeX)

2014

Tomei, Sonia; Bacci, Alessio; Giusti, Elisa; Martorella, Marco; Berizzi, Fabrizio

ISAR Imaging via Compressive Sensing: A Review (Inproceeding)

SET-213 Specialist Meeting on "Compressive Sensing for Radar/SAR and EO/IR Imaging", Tallin, Estonia, 2014, (RICS).

(BibTeX)

Tomei Sonia Bacci Alessio, Giusti Elisa Martorella Marco Berizzi Fabrizio

Bistatic PAssive ISAR Imaging: Preliminary Results and Critical Aspects (Inproceeding)

NATO SET-213 Specialist Meeting on " Compressed Sensing for Radar/SAR and EO/IR Imaging", pp. –, 2014, (RICS project).

(BibTeX)

Bacci,; Stagliano,; Giusti,; Tomei,; Berizzi,; Martorella,

3D interferometric ISAR via compressive sensing (Inproceeding)

European Radar Conference (EuRAD), 2014 11th, pp. 233–236, IEEE 2014, (RICS).

(BibTeX)

Giusti, Elisa; Wei, Qiu; Bacci, Alessio; Tomei, Sonia; Martorella, Marco

Super resolution ISAR imaging via Compressing Sensing (Inproceeding)

EUSAR 2014; 10th European Conference on Synthetic Aperture Radar; Proceedings of, pp. 1–4, VDE 2014, (RICS).

(BibTeX)

2013

Qiu,; Giusti,; Bacci,; Martorella,; Berizzi,; Zhao, HZ; Fu,

Compressive sensing for passive ISAR with DVB-T signal (Inproceeding)

Radar Symposium (IRS), 2013 14th International, pp. 113–118, IEEE 2013, (RICS).

(BibTeX)

Giusti, Elisa; Tomei, Sonia; Bacci, Alessio; Martorella, Marco; Berizzi, Fabrizio

Autofocus for CS based ISAR imaging in the presence of gapped data (Inproceeding)

Proceedings of the International Workshop on Compressive Sensing Applied to Radar (CoSeRa), 2013, (RICS).

(BibTeX)

Giusti, Elisa; Tomei, Sonia; Bacci, Alessio; Martorella, Marco; Berizzi, Fabrizio

Autofocus for CS based ISAR imaging in the presence of gapped data (Inproceeding)

2nd International Workshop on Compressed Sensing Applied to Radar (CoSeRa), 2013, (RICS).

(BibTeX)