MIMO radar for advanced driver-assistance systems and autonomous driving: Advantages and challenges

S Sun, AP Petropulu, HV Poor - IEEE Signal Processing …, 2020 - ieeexplore.ieee.org
Important requirements for automotive radar are high resolution, low hardware cost, and
small size. Multiple-input, multiple-output (MIMO) radar technology has been receiving …

Sparse synthetic aperture radar imaging from compressed sensing and machine learning: Theories, applications, and trends

G Xu, B Zhang, H Yu, J Chen, M **ng… - IEEE Geoscience and …, 2022 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) image formation can be treated as a class of ill-posed linear
inverse problems, and the resolution is limited by the data bandwidth for traditional imaging …

Sparse microwave imaging: Principles and applications

BC Zhang, W Hong, YR Wu - Science China Information Sciences, 2012 - Springer
This paper provides principles and applications of the sparse microwave imaging theory and
technology. Synthetic aperture radar (SAR) is an important method of modern remote …

4D automotive radar sensing for autonomous vehicles: A sparsity-oriented approach

S Sun, YD Zhang - IEEE Journal of Selected Topics in Signal …, 2021 - ieeexplore.ieee.org
We propose a high-resolution imaging radar system to enable high-fidelity four-dimensional
(4D) sensing for autonomous driving, ie, range, Doppler, azimuth, and elevation, through a …

Integrated sensing and communication with mmWave massive MIMO: A compressed sampling perspective

Z Gao, Z Wan, D Zheng, S Tan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) has opened up numerous game-changing
opportunities for realizing future wireless systems. In this paper, we propose an ISAC …

Joint transmit designs for coexistence of MIMO wireless communications and sparse sensing radars in clutter

B Li, AP Petropulu - IEEE Transactions on Aerospace and …, 2017 - ieeexplore.ieee.org
The paper proposes a cooperative scheme for the coexistence of a multiple-input-multiple-
output (MIMO) communication system and a matrix completion (MC) based, collocated …

Optimum co-design for spectrum sharing between matrix completion based MIMO radars and a MIMO communication system

B Li, AP Petropulu, W Trappe - IEEE Transactions on Signal …, 2016 - ieeexplore.ieee.org
Spectrum sharing enables radar and communication systems to share the spectrum
efficiently by minimizing mutual interference. Recently proposed multiple-input multiple …

Sparsity-driven synthetic aperture radar imaging: Reconstruction, autofocusing, moving targets, and compressed sensing

M Çetin, I Stojanović, NÖ Önhon… - IEEE Signal …, 2014 - ieeexplore.ieee.org
This article presents a survey of recent research on sparsity-driven synthetic aperture radar
(SAR) imaging. In particular, it reviews 1) the analysis and synthesis-based sparse signal …

Off-grid DOA estimation using sparse Bayesian learning in MIMO radar with unknown mutual coupling

P Chen, Z Cao, Z Chen, X Wang - IEEE Transactions on Signal …, 2018 - ieeexplore.ieee.org
In the practical radar with multiple antennas, the antenna imperfections degrade the system
performance. In this paper, the problem of estimating the direction of arrival (DOA) in a …

Power allocation strategies for target localization in distributed multiple-radar architectures

H Godrich, AP Petropulu… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Widely distributed multiple radar architectures offer parameter estimation improvement for
target localization. For a large number of radars, the achievable localization minimum …