Machine Learning for Radar Signal Processing

Inbunden, Engelska, 2026

AvYujie Gu,Yimin D. Zhang

1 879 kr

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Produktinformation

Utgivningsdatum2026-12-07
FormatInbunden
SpråkEngelska
Antal sidor512
Upplaga26001
FörlagJohn Wiley & Sons Inc
ISBN9781394339952

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ContentsChapter 1: Deep Algorithm Unrolling for Radar Waveform DesignChapter 2: Model-Based Reinforcement Learning for ISACChapter 3: Low-Resolution Processing with Deep LearningChapter 4: Reinforcement Learning for Intelligent Radar Target DetectionChapter 5: Learning Approaches for Detection and Mapping in Autonomous Agents’ NetworksChapter 6: Sparse Antenna Array Interpolation with Model-Based Machine Learning and Deep Frequency Attention NetworksChapter 7: Tensorized Neural Networks in Array Signal ProcessingChapter 8: SAR Image Interpretation with Deep Neural NetworksChapter 9: Data-driven Kalman Filter for Target TrackingChapter 10: Physics-aware Deep Learning Techniques for Radar-based Human Activity RecognitionChapter 11: Data-driven Resource Allocation in Distributed Radar Network

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