StarBOA: Real-Time Mamba State-Space Unrolling for Sparse Radar Micro-Doppler in ISAC Networks

arXiv:2609.33408 · cs.LG, cs.IT, cs.NI, math.IT · Submitted 2026-09-27 · Read on arXiv

cs.LG, cs.IT, cs.NI, math.IT

Submitted: 2026-09-27

Updated: 2026-09-27

Comments: 5 pages, 2 figures

Code: https://github.com/BOA-clk/StarBOA

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Sparsity — 20× in this paper · explained in 4 episodes
• Fidelity — 7× in this paper · explained in 2 episodes
• Benchmark — 6× in this paper · explained in 2 episodes
• Attention Mechanism — 4× in this paper · explained in 2 episodes
• Entropy Collapse — 3× in this paper · explained in 2 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Attention Entropy — 2× in this paper · explained in 2 episodes
• Channel Impulse Response — 1× in this paper
• Core — 1× in this paper · explained in 2 episodes
• In Integrated Sensing and Communications — 1× in this paper
• Loss Function — 1× in this paper · explained in 2 episodes
• Multi-Layer Perceptron — 1× in this paper
• Single Thresholding with Attention Refinement — 1× in this paper
• Verification — 1× in this paper · explained in 2 episodes

Sources

• Mamba: Linear-Time Sequence Modeling with Selective State Spaces

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