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Remote Sensing of Environment
journal homepage: www.elsevier.com/locate/rse
Assessment of a micro-UAV system for microwave tomography radar
imaging
Giovanni Ludeno
a
, Ilaria Catapano
a
, Alfredo Renga
b
, Amedeo Rodi Vetrella
b
,
Giancarmine Fasano
b
, Francesco Soldovieri
a,
⁎
a
Institute for Electromagnetic Sensing of the Environment (IREA) - National Research Council of Italy (CNR) Napoli, Italy
b
Department of Industrial Engineering (DII) University of Naples “Federico II” Napoli, Italy
ARTICLE INFO
Keywords:
UAV system
Radar survey
Imaging
Data processing
Microwave tomography
ABSTRACT
Micro-Unmanned Aerial Vehicles (UAVs) are flexible observation platforms suitable to cover inaccessible areas
on demand. Accordingly, huge attention is deserved towards development of miniaturized sensing technologies
compliant with UAV payload constrains and capable of providing high-resolution images of the region under
test. As a contribution to this topic, the paper presents a prototype UAV system for radar imaging made by a
commercial micro-UAV equipped with a miniaturized low power radar, whose imaging capabilities are en-
hanced by a properly designed data processing strategy. Such a strategy involves a processing step performed in
time domain, which accounts for a procedure devoted to compensate flight altitude variation and a Singular
Value Decomposition (SVD) based noise filtering approach. After, the focused images of the surveyed scenario
are obtained by using a microwave tomographic approach, which integrates data about UAV position and faces
the imaging as a linear inverse scattering problem. A feasibility experiment, carried out to test the operational
mode of the assembled system, is presented. The obtained results corroborate that the integration of GPS and
flight altitude information into the microwave tomography approach allows valuable radar imaging capabilities
in terms of target localization accuracy.
1. Introduction
Unmanned Aerial Vehicles (UAVs), also referred to as drones, re-
present a valuable alternative to conventional observation platforms,
i.e. satellite, manned aircraft and ground-based systems. Indeed, they
allow the acquisition of high-resolution remote sensing data with high
operational flexibility, relatively low cost hardware, manageable op-
erative conditions and great versatility. Beyond military purposes, UAV
based sensing technologies are gaining huge attention for civil appli-
cations such as border protection, coastal surveillance, hurricane and
polar ice cap monitoring, forest fire and/or natural disaster detection,
aerial photography, crop dusting, package delivery, pipeline and power
line monitoring (Whitehead and Hugenholtz, 2014).
The use of UAV in the field of photogrammetry is now well assessed
(Colomina and Molina, 2014; Toth and Jóźków, 2016) in applications
such as coastal area monitoring (Gonçalves and Henriques, 2015;
Anastasios et al., 2016), structural geology (Bemis et al., 2014), gla-
ciology (Bhardwaj et al., 2016) and cultural heritage surveys
(Remondino, 2011). In addition, thermal cameras on UAV (possibly
combined with daylight cameras) represent a good solution for
monitoring territory and structures (Yahyanejad and Rinner, 2015).
Hyperspectral sensors can be deployed on UAV for vegetation mon-
itoring (Aasen et al., 2015), whereas laser scanner on UAV has been
operatively deployed for power lines surveys (Matikainen et al., 2016).
With respect to the above-mentioned sensing technologies, the de-
ployment of radar systems suitable for UAV installation represents an
interesting possibility. Radar systems are, indeed, able to operate in all-
weather and day/night conditions and, thanks to the ability of micro-
waves to penetrate materials, they make possible to detect and localize
not only surface objects but also buried/hidden targets.
The use of radars on aerial platforms (such as airplanes and heli-
copters) is now becoming an assessed solution and several systems and
methodologies are present in literature (Hellsten, 1992, Papa et al.,
2014; Catapano et al., 2014a, 2014b; Eisenburger et al., 2008).
Here, we focus on the possibility to deploy an ultra-wide band
(UWB) radar system on a micro-UAV. In this way, it is possible to pave
the way to the pervasive use of this kind of systems in several appli-
cations, ranging from the support to search and rescue operations
during crisis events, to the surveys in cultural heritage and agriculture.
In particular, the joint use of miniaturized radar systems, which are
https://doi.org/10.1016/j.rse.2018.04.040
Received 29 November 2017; Received in revised form 19 April 2018; Accepted 21 April 2018
⁎
Corresponding author.
E-mail address: soldovieri.f@irea.cnr.it (F. Soldovieri).
Remote Sensing of Environment 212 (2018) 90–102
0034-4257/ © 2018 Elsevier Inc. All rights reserved.
T