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 dynamic systems: A review of theory, applications, and recent advances

W Hilal, SA Gadsden, J Yawney - Proceedings of the IEEE, 2023 - ieeexplore.ieee.org
The field of cognitive dynamic systems (CDSs) is an emerging area of research, whereby
engineering learns from neuroscience. Under this framework, engineering systems are …

Cognitive radars: On the road to reality: Progress thus far and possibilities for the future

MS Greco, F Gini, P Stinco, K Bell - IEEE Signal Processing …, 2018 - ieeexplore.ieee.org
This article describes some key ideas and applications of cognitive radars, highlighting the
limits and the path forward. Cognitive radars are systems based on the perception-action …

Closing the loop on cognitive radar for spectrum sharing

AF Martone, KD Sherbondy… - IEEE Aerospace and …, 2021 - ieeexplore.ieee.org
We investigate three emerging topics essential for the development of cognitive radar (CR)
for spectrum sharing: the response time (RT) of the CR, the autonomous regulation of the …

Cognitive radar antenna selection via deep learning

AM Elbir, KV Mishra, YC Eldar - IET Radar, Sonar & Navigation, 2019 - Wiley Online Library
Direction‐of‐arrival (DoA) estimation of targets improves with the number of elements
employed by a phased array radar antenna. Since larger arrays have high associated cost …

Radar-on-chip/in-package in autonomous driving vehicles and intelligent transport systems: Opportunities and challenges

S Saponara, MS Greco, F Gini - IEEE Signal Processing …, 2019 - ieeexplore.ieee.org
This article addresses the signal processing challenges for the design of a radar-on-chip/in-
package in the autonomous-driving era, taking into account recent integration trends and …

Constrained radar waveform design for range profiling

B Tang, J Liu, H Wang, Y Hu - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
Range profiling refers to the measurement of target response along the radar slant range. It
plays an important role in automatic target recognition. In this paper, we consider the design …

Reinforcement learning for adaptable bandwidth tracking radars

E Selvi, RM Buehrer, A Martone… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, 11 Portions of this work were presented at the 2018 IEEE Radar Conference
[1]. we examine a cognitive radar that must coexist with communication systems …

[图书][B] Cognitive Electronic Warfare: An Artificial Intelligence Approach

K Haigh, J Andrusenko - 2021 - books.google.com
This comprehensive book gives an overview of how cognitive systems and artificial
intelligence (AI) can be used in electronic warfare (EW). Readers will learn how EW systems …

Cognitive radar target tracking using intelligent waveforms based on reinforcement learning

P Zhu, J Liang, Z Luo, X Shen - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cognitive radar (CR) automatically improves itself via ceaseless interaction with the
environment and learning from the experience. It continuously adjusts its waveform and …