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Extended Target Recognition in Cognitive Radar Networks [PDF]
Sensors, 2010 We address the problem of adaptive waveform design for extended target recognition in cognitive radar networks. A closed-loop active target recognition radar system is extended to the case of a centralized cognitive radar network, in which a generalized ...
Xiqin Wang +3 more
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A Bayesian Surprise Approach in Designing Cognitive Radar for Autonomous Driving [PDF]
Entropy, 2022 This article proposes the Bayesian surprise as the main methodology that drives the cognitive radar to estimate a target’s future state (i.e., velocity, distance) from noisy measurements and execute a decision to minimize the estimation error over time ...
Yeganeh Zamiri-Jafarian +1 more
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Cost-Reference Particle Filter for Cognitive Radar Tracking Systems with Unknown Statistics [PDF]
Sensors, 2020 A novel robust particle filtering algorithm is proposed for updating both the waveform and noise parameter for tracking accuracy simultaneously and adaptively.
Lei Zhong, Yong Li, Wei Cheng, Yi Zheng
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Efficient Low-PAR Waveform Design Method for Extended Target Estimation Based on Information Theory in Cognitive Radar [PDF]
Entropy, 2019 This paper addresses the waveform design problem of cognitive radar for extended target estimation in the presence of signal-dependent clutter, subject to a peak-to-average power ratio (PAR) constraint.
Tianduo Hao, Chen Cui, Yang Gong
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Cognitive Radar Waveform Optimization Based on Mutual Information and Kalman filtering [PDF]
Entropy, 2018 A new strategy to optimizing the waveforms of cognitive radar under transmitted power constraint is presented. Our scheme is to enhance the performance of target estimation by minimizing the MSE (mean-square error) of the estimates of target scattering ...
Yu Yao, Junhui Zhao, Lenan Wu
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Adaptive Waveform Design for Cognitive Radar in Multiple Targets Situations [PDF]
Entropy, 2018 In this paper, the problem of cognitive radar (CR) waveform optimization design for target detection and estimation in multiple extended targets situations is investigated.
Xiaowen Zhang, Xingzhao Liu
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The Journal of Engineering, 2019 Radars operating in the high-frequency (HF) band can exploit propagation modes other than line-of-sight and are hence widely employed to provide over-the-horizon surveillance and remote sensing.
Stuart Anderson
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Research on Cognitive Marine Radar Based on LFM Waveform Control
Sensors, 2019 In this paper, the method of applying cognitive radar technology to marine radar is studied, and the cognitive marine radar structure and transmitted signal model with three control parameters are constructed.
Yi Liu +4 more
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Amplitude information aided waveform selection for cognitive radar tracking [PDF]
Zhihui kongzhi yu fangzhen, 2023 In order to improve the tracking performance of cognitive radar, this paper proposes a waveform selection algorithm for cognitive radar tracking assisted by amplitude information. Firstly, the framework of waveform parameter selection for cognitive radar
XIONG Fangyong, WANG Jiantao, HUANG Jie, DANG Tongxin
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Frontiers in Computer Science, 2022 IntroductionThis paper proposes a Bayesian surprise learning algorithm that internally motivates the cognitive radar to estimate a target's state (i.e., velocity, distance) from noisy measurements and make decisions to reduce the estimation error ...
Yeganeh Zamiri-Jafarian +2 more
doaj +1 more source