Frequency Modulated Continuous Wave Radar

Frequency-modulated continuous-wave (FMCW) radar is a sensing technology used to gather high-resolution range, velocity, and angular information, primarily for object detection and localization. Current research emphasizes improving data processing and analysis through advanced techniques like convolutional neural networks (CNNs), transformers, and other deep learning architectures, often focusing on mitigating interference, enhancing point cloud extraction for odometry, and improving the robustness of state estimation in challenging environments. These advancements are driving significant improvements in applications ranging from autonomous driving and robotics to healthcare monitoring and gesture recognition, highlighting FMCW radar's versatility and potential for widespread impact.