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Machine Learning for Radar Signal Processing - Yujie Gu

Machine Learning for Radar Signal Processing

By: Yujie Gu (Editor), Yimin D. Zhang (Editor)

Hardcover | 4 September 2026 | Edition Number 1

At a Glance

Hardcover


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Available: 4th September 2026

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Contents

Chapter 1: Deep Algorithm Unrolling for Radar Waveform Design

Chapter 2: Model-Based Reinforcement Learning for ISAC

Chapter 3: Low-Resolution Processing with Deep Learning

Chapter 4: Reinforcement Learning for Intelligent Radar Target Detection

Chapter 5: Learning Approaches for Detection and Mapping in Autonomous Agentsâ Networks

Chapter 6: Sparse Antenna Array Interpolation with Model-Based Machine Learning and Deep Frequency Attention Networks

Chapter 7: Tensorized Neural Networks in Array Signal Processing

Chapter 8: SAR Image Interpretation with Deep Neural Networks

Chapter 9: Data-driven Kalman Filter for Target Tracking

Chapter 10: Physics-aware Deep Learning Techniques for Radar-based Human Activity Recognition

Chapter 11: Data-driven Resource Allocation in Distributed Radar Network

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