Next-Generation Cognitive Radar Systems brings together contributions from leading researchers who are engaged in the research and development of next generation cognitive abilities in radar engineering. It features recent advances in the theory and applications of advanced Cognitive Radar (CR) tools and examines emerging challenges. The chapters include mathematical and computational methods to combat important CR challenges as well as the applications of recent theories and algorithms to various applied CR aspects.
The book is intended to be used as a supplementary text for first-level graduate courses on radar theory and systems, radar signal processing, detection and estimation theory, and array signal processing. The book can also be used as a main textbook for upper-level graduate courses such as advanced topics in electromagnetics, advanced topics in radar, rf and communications, and contemporary topics in signal processing and optimization.
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This book brings together contributions from leading researchers who are engaged in the research and development of next generation cognitive abilities in radar engineering. It features recent advances in the theory and applications of advanced Cognitive radar (CR) tools as well as examining emerging challenges.
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Part I: FundamentalsChapter 1: Beyond cognitive radarChapter 2: Adversarial radar inference: inverse tracking, identifying cognition, and designing smart interferenceChapter 3: Information integration from human and sensing data for cognitive radarChapter 4: Channel estimation for cognitive fully adaptive radarChapter 5: Convex optimization for cognitive radar
Part II: Design methodologiesChapter 6: Cognition-enabled waveform design for ambiguity function shapingChapter 7: Training-based adaptive transmit-receive beamforming for MIMO radarsChapter 8: Random projections and sparse techniques in radarChapter 9: Fully adaptive radar resource allocation for tracking and classificationChapter 10: Stochastic control for cognitive radarChapter 11: Applications of game theory in cognitive radarChapter 12: The role of neural networks in cognitive radar
Part III: Beyond cognitive radar - from theory to practiceChapter 13: One-bit cognitive radarChapter 14: Cognitive radar and spectrum sharingChapter 15: Cognition in automotive radarsChapter 16: A canonical cognitive radar architectureChapter 17: Advances in cognitive radar experimentsChapter 18: Quantum radar and cognition: looking for a potential cross fertilizationChapter 19: Metacognitive radar
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Produktdetaljer
ISBN
9781839534744
Publisert
2024-01-30
Utgiver
Vendor
Institution of Engineering and Technology
Høyde
234 mm
Bredde
156 mm
Aldersnivå
U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
685
Redaktør