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Found 8 papers, 0 papers with code
Collaborative Automotive Radar Sensing via Mixed-Precision Distributed Array Completion
This paper investigates the effects of coarse quantization with mixed precision on measurements obtained from sparse linear arrays, synthesized by a collaborative automotive radar sensing strategy.
Performance Evaluation and Analysis of Thresholding-based Interference Mitigation for Automotive Radar Systems
In automotive radar, time-domain thresholding (TD-TH) and time-frequency domain thresholding (TFD-TH) are crucial techniques underpinning numerous interference mitigation methods.
Automotive Radar Sensing with Sparse Linear Arrays Using One-Bit Hankel Matrix Completion
The design of sparse linear arrays has proven instrumental in the implementation of cost-effective and efficient automotive radar systems for high-resolution imaging.
IHT-Inspired Neural Network for Single-Snapshot DOA Estimation with Sparse Linear Arrays
We utilize a recurrent neural network structure to parameterize the IHT algorithm.
Interpretable and Efficient Beamforming-Based Deep Learning for Single Snapshot DOA Estimation
We introduce an interpretable deep learning approach for direction of arrival (DOA) estimation with a single snapshot.
Widely Separated MIMO Radar Using Matrix Completion
We present a low-complexity widely separated multiple-input-multiple-output (WS-MIMO) radar that samples the signals at each of its multiple receivers at reduced rates.
Beyond Point Clouds: A Knowledge-Aided High Resolution Imaging Radar Deep Detector for Autonomous Driving
We present a multi-input multi-output (MIMO) radar transmit and receive signal processing chain, a knowledge-aided approach exploiting the radar domain knowledge and signal structure, to generate high resolution radar range-azimuth spectra for object detection and classification using deep neural networks.
A Joint Design of MIMO-OFDM Dual-Function Radar Communication System Using Generalized Spatial Modulation
The private subcarriers are used to synthesize a virtual array for high angular resolution, and also for improved estimation on the active antenna indices.
