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Information Theory

Covers theoretical and experimental aspects of information theory and coding. Includes material in ACM Subject Class E.4 and intersects with H.1.1.

Papers reviewed in the last 7 days lead, then the papers readers actually read. Ranking is not a quality score.

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Dual UAV networks eliminate C2 outages in emergency deliveries

Hovering base stations and moving delivery drones coordinate to maintain reliable links and lower hardware costs after disasters.

· “A Heterogeneous Dual-Network Framework for Emergency Delivery UAVs: Communication Assurance and Path Planning Coordination”

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Figure from the paper

Adaptive clustering lifts wireless delivery by up to 9.8 points

Grouping peers by reliability and coding within and across clusters cuts latency 10-23% and raises retention up to 30%.

· “Adaptive Peer Clustering with Hierarchical Random Linear Network Coding for Resilient Decentralized Wireless Networks”

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Learned transceiver beats NOMA and RSMA for 2 to 8 users

Per-user decoder cost stays linear in user count, not exponential, at finite blocklengths.

· “Deep Learning-Based Multi-User Communication Design for Dense IoT Networks: Interference-Aware Finite-Blocklength Communication and Preliminary MIMO Extensions”

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0.949 bit/s/Hz: task-aware radio queries beat uncertainty baselines

A one-label variance-reduction identity ties channel calibration to downstream task risk in multi-UAV control.

· “RMWorld: Task-Aware Radio World Models with Value-of-Information Guided Multi-Trial Learning for Multi-UAV Communication Control”

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Figure from the paper

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