TY - CHAP
T1 - Introduction to multi-dimensional radar imaging
AU - Martorella, Marco
AU - Rosenberg, Luke
PY - 2024/12/12
Y1 - 2024/12/12
N2 - Synthetic aperture radar (SAR) and inverse SAR (ISAR) imagery are typically used for monitoring areas of varying sizes for target recognition/identification. Nevertheless, limited resolution, self-occlusion effects, geometrical limitations and difficulties in the image interpretation strongly affect the imaging system effectiveness and hence the performance of automatic target recognition (ATR) systems. Some of these limitations are due to the use of classical monostatic systems that are single channel, single frequency and single polarisation, as they are simpler to build than more complex systems. Nevertheless, solutions have been proposed in the recent NATO SET-196 research task group (RTG) [1] that show the benefit of using multi-channel/multi-static radar imaging systems that can be developed without enormous costs.
The NATO SET-250 RTG on multi-dimensional radar imaging initiated its activities in March 2017 and concluded them in October 2021. The goal of the RTG was to further develop systems and algorithms by extending the system dimensionality to include multi-frequency, multi-polarisation and multi-pass radar. Increasing the performance of radar imaging systems will directly improve the effectiveness of ATR systems. Also, in view of the increasing number of drone-like platforms, multi-dimensional radar will be assessed and compared against mono-dimensional radars in terms of their ability to provide valid support for the classification and recognition of such targets. One of the major efforts that have been made within the RTG was the organisation and execution of the Spadeadam Trials, which have seen the employment of four different airborne radar systems. A range of unique results were obtained and are summarised in the different chapters of this book. It is expected that the large and diverse amount of data collected will be used in future NATO activities with additional results.
The background and motivation of the book is given in Section 1.1, while further detail about multi-channel, multi-static and polarimetric radar is covered in Section 1.2. Section 1.3 then defines metrics for assessing radar imaging performance. Finally, an overview of each chapter in the book is then given in Section 1.4.
AB - Synthetic aperture radar (SAR) and inverse SAR (ISAR) imagery are typically used for monitoring areas of varying sizes for target recognition/identification. Nevertheless, limited resolution, self-occlusion effects, geometrical limitations and difficulties in the image interpretation strongly affect the imaging system effectiveness and hence the performance of automatic target recognition (ATR) systems. Some of these limitations are due to the use of classical monostatic systems that are single channel, single frequency and single polarisation, as they are simpler to build than more complex systems. Nevertheless, solutions have been proposed in the recent NATO SET-196 research task group (RTG) [1] that show the benefit of using multi-channel/multi-static radar imaging systems that can be developed without enormous costs.
The NATO SET-250 RTG on multi-dimensional radar imaging initiated its activities in March 2017 and concluded them in October 2021. The goal of the RTG was to further develop systems and algorithms by extending the system dimensionality to include multi-frequency, multi-polarisation and multi-pass radar. Increasing the performance of radar imaging systems will directly improve the effectiveness of ATR systems. Also, in view of the increasing number of drone-like platforms, multi-dimensional radar will be assessed and compared against mono-dimensional radars in terms of their ability to provide valid support for the classification and recognition of such targets. One of the major efforts that have been made within the RTG was the organisation and execution of the Spadeadam Trials, which have seen the employment of four different airborne radar systems. A range of unique results were obtained and are summarised in the different chapters of this book. It is expected that the large and diverse amount of data collected will be used in future NATO activities with additional results.
The background and motivation of the book is given in Section 1.1, while further detail about multi-channel, multi-static and polarimetric radar is covered in Section 1.2. Section 1.3 then defines metrics for assessing radar imaging performance. Finally, an overview of each chapter in the book is then given in Section 1.4.
KW - airborne radar
KW - radar imaging
KW - radar polarimetry
KW - remote sensing by radar
KW - synthetic aperture radar
KW - recent NATO SET-196 research task group
KW - NATO SET-250 RTG
KW - system dimensionality
KW - multifrequency
KW - ATR systems
KW - mono-dimensional radars
KW - different airborne radar systems
KW - polarimetric radar
KW - radar imaging performance
KW - multidimensional radar imaging
KW - self-occlusion effects
KW - image interpretation
KW - imaging system effectiveness
KW - automatic target recognition systems
KW - classical monostatic systems
KW - single channel
KW - single frequency
KW - single polarisation
KW - complex systems
UR - https://www.scopus.com/pages/publications/85214611156
U2 - 10.1049/sbra562e_ch1
DO - 10.1049/sbra562e_ch1
M3 - Chapter
AN - SCOPUS:85214611156
SN - 9781839538308
VL - 2
SP - 1
EP - 15
BT - Multidimensional Radar Imaging. Vol. 2
A2 - Martorella, Marco
PB - Institution of Engineering and Technology (IET)
ER -