3960 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 46, NO. 12, DECEMBER 2008
Improved Space-Based Moving Target Indication via
Alternate Transmission and Receiver Switching
Joachim H. G. Ender, Senior Member, IEEE, Christoph H. Gierull, Senior Member, IEEE,
and Delphine Cerutti-Maori
Abstract—Ground moving target indication (GMTI) by space-
based radar systems requires special antenna and data acquisi-
tion concepts to overcome the problem of discriminating target
signals from clutter returns. Owing to the high satellite speed,
the clutter contains a broad mixture of radial velocities within
the antenna beam, leading to a large Doppler spread. Effective
clutter suppression can solely be achieved by multiple aperture
or phase center antennas. For space-based systems, however, the
number of receiver channels connected to subapertures is very
limited due to their weight, volume, and high data rates (current
systems such as TerraSAR-X and RADARSAT-2 possess only two).
This classical along-track interferometry architecture, in which
the antenna is split into two halves, achieves only suboptimum
GMTI performance. This paper presents and statistically analyzes
an innovative approach to create additional independent phase
centers to improve the GMTI performance considerably. The ex-
tra degrees of freedom are created by cyclical phase and amplitude
switchings of the transmit/receive modules for transmitter and
receiver between pulses, hence trading Doppler bandwidth for
extra spatial diversity. In the first part of this paper, different
strategies of spatial–temporal diversity are introduced and ana-
lyzed for realistic system parameters with respect to ambiguities
and detection performance. The second part is concerned with the
elaborate theoretical analysis of the relocation improvement for
the spatial diversity approach.
Index Terms—Electronic switching systems, radar detection,
radar signal analysis, radar velocity measurement, spaceborne
radar, synthetic aperture radar, traffic information systems.
I. I NTRODUCTION
I
N THE synthetic aperture radar (SAR) community, the
measurement of motion within a scene is generally related
to along-track interferometry (ATI) [1], which is based on the
complex conjugated product of two focused SAR images from
a pair of along-track subapertures. The motion of scatterers
expresses itself as an interferometric phase difference, whereas
the phase of the stationary background ideally cancels out.
Manuscript received December 3, 2007; revised April 11, 2008 and June 24,
2008. Current version published November 26, 2008. This work was supported
in part by the German Federal Ministry of Defence (BMVg) and in part by the
Federal Office of Defense Technology and Procurement (BWB).
J. H. G. Ender and D. Cerutti-Maori are with the Research Institute for High
Frequency Physics and Radar Techniques, Research Establishment for Applied
Science, 53343 Wachtberg, Germany.
C. H. Gierull is with the Defence Research and Development Canada–
Ottawa, Ottawa, ON K1A 0Z4, Canada, and also with the Research Institute
for High Frequency Physics and Radar Techniques, Research Establishment
for Applied Science, 53343 Wachtberg, Germany.
Color versions of one or more of the figures in this paper are available online
at http://ieeexplore.ieee.org.
Digital Object Identifier 10.1109/TGRS.2008.2002266
Recently, the detection of ground moving targets (GMTs) has
generated interest for civilian traffic monitoring, e.g., [2], [23],
and [30], as well as for military surveillance and reconnais-
sance, e.g. [16], [25], and [32]. The problem of GMT indica-
tion (GMTI) is twofold: first, the detection of moving targets
within severe ground clutter and, second, the estimation of
their parameters, such as velocity and exact location. Owing
to the ambiguity between radial velocity and azimuth position,
the SAR processor images the moving object at an incorrect
position. Repositioning can be performed by the exploitation
of the ATI phase; however, if the clutter contribution from the
affected resolution cell is not negligible compared to the signal
power, a severe estimation error will result [17]. This error may
be intolerable, particularly for space-based systems with their
extreme ranges to the ground.
Without or with only small clutter interference, ATI offers
a basis for the simultaneous estimation of radial velocity
and azimuth position. The statistics of interferograms has
been analyzed in depth in [16] and [18], and some aspects
concerning space-based MTI for TerraSAR-X can been
found in [23]. For medium or strong clutter interference, it
is necessary to directly use raw data rather than the final
image; sufficient performance can only be achieved with more
than two parallel receiver channels or phase centers. It has
been shown that a larger number of subapertures significantly
improves the performance by exploiting the full space-time
adaptive processing (STAP) in conjunction with SAR [10],
[16]. However, a larger number of parallel receiver channels
are not attractive for space-based systems due to severe weight,
power consumption, and data rate restrictions.
This paper is concerned with monostatic space-based SAR/
GMTI systems, such as the recently launched RADARSAT-2
[16], TerraSAR-X [30], and Cosmo-Skymed [27], which each
having an experimental two-channel GMTI mode onboard.
These satellites employ phased array technology which offers
the opportunity to vary the transmit/receive (T/R) modules’
phases and amplitudes of transmitter and receiver indepen-
dently from pulse to pulse. Whereas alternating transmission
from different parts of the antenna was, in the past, some-
times denoted as toggling, e.g., [14], we will refer to the
receiver equivalent as switching. This capability facilitates the
application of innovative spatial–temporal diversity concepts
to virtually increase the number of independent phase centers
by trading off unambiguous bandwidth of the system [9],
[12]. Hence, additional degrees of freedom can be introduced,
increasing the GMTI performance considerably, such that this
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