Author

A. Swindlehurst

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Preprint Sep 2026

CORDIS: A Scalable Coordinated Resource Allocation Framework for Distributed Cell-Free ISAC

Two algorithms are developed: CORDIS-Split, a low-overhead scheme that pairs fixed local beamformers with centralized power allocation, and CORDIS-ADMM, which jointly optimizes beamforming and power through the consensus Alternating Direction Method of Multipliers (ADMM).

Mehdi Zafari, Björn E. Ottersten, A. Swindlehurst · 0 citations

#machine learning Preprint Sep 2026

Feasible but Not Safe: Constraint Violations and Report-Channel Attacks in Learned Cell-Free ISAC Association

Learning-based schedulers have been proposed to provide real-time user, target, and access point (AP) association in distributed cell-free integrated sensing and communication systems. In a typical approach, a graph neural network (GNN), trained on labels from a mixed-integer linear program, maps lightweight per-AP sta...

Mehdi Zafari, I. Mohammadi, A. Swindlehurst · 0 citations