TY - JOUR
T1 - MIMO Radar Transmit Beampattern Design Without Synthesising the Covariance Matrix
AU - Ahmed, Sajid
AU - Alouini, Mohamed-Slim
N1 - KAUST Repository Item: Exported on 2020-10-01
PY - 2014/3/13
Y1 - 2014/3/13
N2 - Compared to phased-array, multiple-input multiple-output (MIMO) radars provide more degrees-offreedom
(DOF) that can be exploited for improved spatial resolution, better parametric identifiability,
lower side-lobe levels at the transmitter/receiver, and design variety of transmit beampatterns. The
design of the transmit beampattern generally requires the waveforms to have arbitrary auto- and crosscorrelation
properties. The generation of such waveforms is a two step complicated process. In the
first step a waveform covariance matrix is synthesised, which is a constrained optimisation problem.
In the second step, to realise this covariance matrix actual waveforms are designed, which is also a
constrained optimisation problem. Our proposed scheme converts this two step constrained optimisation
problem into a one step unconstrained optimisation problem. In the proposed scheme, in contrast to
synthesising the covariance matrix for the desired beampattern, nT independent finite-alphabet constantenvelope
waveforms are generated and pre-processed, with weight matrix W, before transmitting from
the antennas. In this work, two weight matrices are proposed that can be easily optimised for the desired
symmetric and non-symmetric beampatterns and guarantee equal average power transmission from each
antenna. Simulation results validate our claims.
AB - Compared to phased-array, multiple-input multiple-output (MIMO) radars provide more degrees-offreedom
(DOF) that can be exploited for improved spatial resolution, better parametric identifiability,
lower side-lobe levels at the transmitter/receiver, and design variety of transmit beampatterns. The
design of the transmit beampattern generally requires the waveforms to have arbitrary auto- and crosscorrelation
properties. The generation of such waveforms is a two step complicated process. In the
first step a waveform covariance matrix is synthesised, which is a constrained optimisation problem.
In the second step, to realise this covariance matrix actual waveforms are designed, which is also a
constrained optimisation problem. Our proposed scheme converts this two step constrained optimisation
problem into a one step unconstrained optimisation problem. In the proposed scheme, in contrast to
synthesising the covariance matrix for the desired beampattern, nT independent finite-alphabet constantenvelope
waveforms are generated and pre-processed, with weight matrix W, before transmitting from
the antennas. In this work, two weight matrices are proposed that can be easily optimised for the desired
symmetric and non-symmetric beampatterns and guarantee equal average power transmission from each
antenna. Simulation results validate our claims.
UR - http://hdl.handle.net/10754/304681
UR - http://ieeexplore.ieee.org/document/6766711/
UR - http://www.scopus.com/inward/record.url?scp=84927714167&partnerID=8YFLogxK
U2 - 10.1109/TSP.2014.2310435
DO - 10.1109/TSP.2014.2310435
M3 - Article
SN - 1053-587X
VL - 62
SP - 2278
EP - 2289
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 9
ER -