Compressed sensing based single snapshot DoA estimation for sparse MIMO radar arrays
The angular resolution of a radar system can be enhanced with an increasing antenna
aperture. Instead of using more antenna elements, the distances in the aperture can be …
aperture. Instead of using more antenna elements, the distances in the aperture can be …
Automotive RADAR sub-sampling via object detection networks: Leveraging prior signal information
In recent years, automotive radar has attracted considerable attention due to the growing
interest in autonomous driving technologies. Acquiring situational awareness using …
interest in autonomous driving technologies. Acquiring situational awareness using …
Automotive radar interference mitigation by subtraction of the interference component
LLT Torres, T Grebner, D Werbunat… - IEEE Microwave and …, 2023 - ieeexplore.ieee.org
Mutual interference has become one of the most important challenges for near-future
automotive radar systems. This letter proposes a new mitigation scheme where the target …
automotive radar systems. This letter proposes a new mitigation scheme where the target …
Implementation of a SAR demonstrator for automotive imaging
To fulfil the need for finer resolution automotive radar imaging, in this paper, a SAR
demonstrator and processing algorithm at 77 GHz are shown which represent a realistic low …
demonstrator and processing algorithm at 77 GHz are shown which represent a realistic low …
A compressed sensing random measurement matrix construction method: block sparse random measurement matrix
Y Yu, Z Zhang, W Lin - Measurement Science and Technology, 2024 - iopscience.iop.org
Compressed sensing (CS) has shown a huge advantage on data compressing and
transmission, and designing a suitable measurement matrix is helpful for performance of the …
transmission, and designing a suitable measurement matrix is helpful for performance of the …
Effort considerations of compressed sensing for automotive radar
The application of iterative compressed sensing algorithms for automotive radar is often
considered as too complex for real-time evaluation. In this paper, it is shown that the number …
considered as too complex for real-time evaluation. In this paper, it is shown that the number …
Comparison of 2D and 3D compressed sensing for high-resolution TDM-MIMO radars
In order to enhance the resolution of radar sensors, the sampling of the different
measurement domains range, Doppler, and direction-of-arrival can be improved. This, for …
measurement domains range, Doppler, and direction-of-arrival can be improved. This, for …
Automotive radar data acquisition using object detection
The growing urban complexity demands an efficient algorithm to acquire and process
various sensor information from autonomous vehicles. In this paper, we introduce an …
various sensor information from autonomous vehicles. In this paper, we introduce an …
Synthetic aperture radar (SAR) imaging and polarimetric clutter analysis using automotive radars
H Iqbal - 2023 - oparu.uni-ulm.de
Recent years have been witness to large strides being made towards realising ever more
advanced driver assistance systems which ultimately should overlap significantly with …
advanced driver assistance systems which ultimately should overlap significantly with …
End-to-end system for object detection from sub-sampled radar data
Robust and accurate sensing is of critical importance for advancing autonomous automotive
systems. The need to acquire situational awareness in complex urban conditions using …
systems. The need to acquire situational awareness in complex urban conditions using …