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Junho Kweon

2 accepted papers

2025

Regularized Weighted Descent: Model-Based Learner for Multi-Target Radar Waveform Design

ICASSP 2025accepted

This study focuses on multiple target detection in the presence of signal-dependent clutter using a Multiple-Input Multiple-Output (MIMO) radar system. The problem is formulated as worst-case SINR maximization (max-min optimization), which is a function of the MIMO waveform, under the hardware-inspi…

Cited by 0SourceScholar
2023

Interpretable, Unrolled Deep Radar Beampattern Design

ICASSP 2023accepted

Optimizing a transmit MIMO radar waveform subject to the non-convex constant modulus constraint remains a problem of enduring interest. The past decade has seen a variety of tailored iterative approaches with various performance-complexity trade-offs. Despite promising work, iterative algorithms hav…

Cited by 0SourceScholar