A comparative review on multi-modal sensors fusion based on deep learning

Q Tang, J Liang, F Zhu - Signal Processing, 2023 - Elsevier
The wide deployment of multi-modal sensors in various areas generates vast amounts of
data with characteristics of high volume, wide variety, and high integrity. However, traditional …

An overview of cognitive radar: Past, present, and future

SZ Gurbuz, HD Griffiths, A Charlish… - IEEE Aerospace and …, 2019 - ieeexplore.ieee.org
Modern radar systems face numerous challenges due to requirements of robust, high
performance across multiple missions and multiple functions in the face of dynamically …

Cognitive radar framework for target detection and tracking

KL Bell, CJ Baker, GE Smith, JT Johnson… - IEEE Journal of …, 2015 - ieeexplore.ieee.org
Most radar systems employ a feed-forward processing chain in which they first perform some
low-level processing of received sensor data to obtain target detections and then pass the …

Avoidance of time-varying radio frequency interference with software-defined cognitive radar

BH Kirk, RM Narayanan, KA Gallagher… - … on Aerospace and …, 2018 - ieeexplore.ieee.org
Congestion in the RF spectrum is rapidly increasing, which has motivated the need for
efficient spectrum sharing techniques. A cognitive radar system has been developed to …

Experiments with cognitive radar

GE Smith, Z Cammenga, A Mitchell… - IEEE Aerospace and …, 2016 - ieeexplore.ieee.org
The application of cognitive inspired processing to radar is a fast emerging area of research
that affects almost all types of radar systems. Cognition means" knowing" and is the process …

On the use of Markov decision processes in cognitive radar: An application to target tracking

E Selvi, RM Buehrer, A Martone… - 2018 IEEE Radar …, 2018 - ieeexplore.ieee.org
In this paper we examine the radar-communications coexistence problem by modeling the
radar environment as a Markov Decision Process (MDP), and then applying reinforcement …

Cost function design for the fully adaptive radar framework

AE Mitchell, GE Smith, KL Bell, AJ Duly… - IET Radar, Sonar & …, 2018 - Wiley Online Library
By emulating the neuropsychological processes underpinning animal cognition, the field of
cognitive radar seeks to improve performance compared to non‐adaptive systems. The fully …

Experimental analysis of block-sparsity-based spectrum sensing techniques for cognitive radar

A Aubry, V Carotenuto, A De Maio… - … on Aerospace and …, 2020 - ieeexplore.ieee.org
Due to increasing demands for spectral resources in both communication and radar
systems, the radio frequency electromagnetic spectrum is becoming more and more …

Joint recognition and parameter estimation of cognitive radar work modes with LSTM-transformer

Z Zhang, M Zhu, Y Li, Y Li, S Wang - Digital Signal Processing, 2023 - Elsevier
The recent developed cognitive radars can implement flexible work modes with
programmable modulation types and optimized modulating values for each mode definition …

Cognitive Radar Assisted Target Tracking: A Study

U Garg, AAB Raj, KP Ray - 2018 3rd International Conference …, 2018 - ieeexplore.ieee.org
The definitions of cognitive control that have been stated here are drawn from psychology
and neuroscience. The way of implementing perception and acting on what has been …