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Looking ahead, we plan to explore several innovative directions to further improve our method. First, we aim to investigate cognitive radar waveform design, which adapts the waveform in real-time based on the environment. Second, we will explore adaptive waveform optimization techniques to enhance the robustness of our method in highly dynamic electromagnetic environments. Finally, we plan to integrate machine learning algorithms for waveform selection and parameter estimation, which could further improve the accuracy and efficiency of our approach. These future research directions will build on the strong foundation laid by our current work and open new possibilities for advanced radar signal processing.
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IEEE/ICACT20250229 Slide.19
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