Cognitive radar waveform design and prototype for coexistence with communications

M Alaee-Kerahroodi, E Raei, S Kumar… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
The need for cognitive radar systems that automatically adapt their transmit waveform and
receive processing to the environment is growing along with the desire for integrating with …

Optimal waveform design for cognitive radar

S Haykin, Y Xue, TN Davidson - 2008 42nd Asilomar …, 2008 - ieeexplore.ieee.org
A key component of a cognitive radar system is the method by which the transmitted
waveform is adapted in response to information regarding the radar environment. The goal …

Novel system architecture and waveform design for cognitive radar radio networks

Y Nijsure, Y Chen, S Boussakta, C Yuen… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
A novel approach to combining communication and radar functionalities in a single
waveform design for cognitive radar radio (CRR) networks is proposed. This approach aims …

Cognitive radar waveform design for spectral coexistence

M Piezzo, A De Maio, A Aubry… - 2013 IEEE Radar …, 2013 - ieeexplore.ieee.org
In the present paper, the synthesis of optimized radar waveforms ensuring spectral
compatibility with the overlayed electromagnetic radiators is addressed. Cognition provided …

Assessing agile spectrum management for cognitive radar on measured data

V Carotenuto, A Aubry, A De Maio… - IEEE Aerospace and …, 2020 - ieeexplore.ieee.org
Radar operation in a spectrally dense environment is nowadays a very challenging problem
due to the increasing demand of spectral resources for defence/surveillance applications …

Adaptive OFDM waveform design for cognitive radar in signal-dependent clutter

V Karimi, R Mohseni, S Samadi - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
The problem of adaptive orthogonal frequency division multiplexing (OFDM) waveform
design in the case of stochastic extended targets in the presence of strong and …

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 …

Cognitive radar parameter optimization in a congested spectrum environment

R Oechslin, P Wellig, S Hinrichsen… - 2018 IEEE Radar …, 2018 - ieeexplore.ieee.org
This paper presents experimental results with the Cognitive Detection, Identification and
Ranging (CODIR) testbed set up in a congested spectrum and jammed environment. Band …

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 …

[HTML][HTML] An overview of waveform optimization methods for cognitive radar

CUI Guolong, YU Xianxiang, Y Jing, FU Yue… - 雷达学报, 2019 - radars.ac.cn
Cognitive radar can sense the battlefield environment and feed this information back to a
transmitter by imitating the cognitive learning process of bats to enable self-adaptive …