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 …

Resource scheduling for distributed multi-target tracking in netted colocated MIMO radar systems

W Yi, Y Yuan, R Hoseinnezhad… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, an effective solution is proposed for joint beam and power scheduling (JBPS)
in the netted Colocated MIMO (C-MIMO) radar systems for distributed multi-target tracking …

[HTML][HTML] 多雷达协同探测技术研究进展: 认知跟踪与资源调度算法

易伟, 袁野, 刘光宏, 葛建军, 孔令讲, 杨建宇 - 雷达学报, 2023 - radars.ac.cn
多雷达协同探测技术通过有机地联动多部雷达, 形成广域分布的探测构型, 可充分获取空间,
频率分集等探测增益, 显著提升雷达系统的目标探测性能和电磁干扰环境顽存能力 …

Joint detection threshold optimization and illumination time allocation strategy for cognitive tracking in a networked radar system

H Zhang, W Liu, J Shi, T Fei… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, a joint detection threshold optimization and illumination time allocation
(JDTOITA) strategy was developed for multi-target tracking in an asynchronous networked …

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 …

An efficient power allocation strategy for maneuvering target tracking in cognitive MIMO radar

H Zhang, W Liu, B Zong, J Shi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, an efficient power allocation (PA) strategy is developed for maneuvering target
tracking (MTT) in the collocated MIMO radar. The mechanism of our strategy is to implement …

Deep reinforcement learning control for radar detection and tracking in congested spectral environments

CE Thornton, MA Kozy, RM Buehrer… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
This work addresses dynamic non-cooperative coexistence between a cognitive pulsed
radar and nearby communications systems by applying nonlinear value function …

Joint node selection and power allocation strategy for multitarget tracking in decentralized radar networks

M Xie, W Yi, T Kirubarajan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Networked radar systems have been demonstrated to offer enhanced target tracking
capabilities. An effective radar resource allocation strategy can efficiently optimize system …

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 …