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Yanbo Xue
Researcher at McMaster University
Publications - 49
Citations - 1030
Yanbo Xue is an academic researcher from McMaster University. The author has contributed to research in topics: Direction of arrival & Radar. The author has an hindex of 12, co-authored 44 publications receiving 829 citations. Previous affiliations of Yanbo Xue include Northeastern University (China) & D-Wave Systems.
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Journal ArticleDOI
Cognitive Radar: Step Toward Bridging the Gap Between Neuroscience and Engineering
TL;DR: A cognitive radar (CR) that mimics the visual brain is described and it is shown that with the provision of these two cognitive processes, the transition in switching from one transmit waveform to another goes forward in a smooth manner, beyond that of TAR or FAR.
Journal ArticleDOI
2007 Special Issue: Decoupled echo state networks with lateral inhibition
Yanbo Xue,Le Yang,Simon Haykin +2 more
TL;DR: In a real-life prediction task using noisy sea clutter data, both schemes exhibit higher prediction accuracy and successful design ratio than a conventional ESN with a single reservoir.
Cognitive Control
TL;DR: The notion of information gap is defined as the difference between relevant information and sufficient information representing the information needed for achieving minimal risk in a dynamic system, and leads naturally to how cognitive control can itself be defined.
Proceedings ArticleDOI
Cognitive tracking radar
TL;DR: The design and implementation of a next-generation of tracking radar systems: the cognitive tracking radar (CTR), which has a cognitive waveform-selection algorithm that can optimally pick the transmit waveform from a prescribed library, in response to information fed back from the receiver to the transmitter.
Proceedings ArticleDOI
Optimal waveform design for cognitive radar
TL;DR: The waveform design problem can be formulated as a convex optimization problem in the autocorrelation of the waveform, and a customized interior point method for efficiently obtaining a globally optimal waveform is developed.