eess.SP · 2026-08-16 · No. 86
Signal Processing, 2026-08-16.
2 new papers in eess.SP. Titles, authors,
abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →
01 — The papers
2 entries-
01
Heterogeneity-Aware Belief Synchronization for Semantic Communication in AI-Native 6G Networks
Muhammad Hannan Akram, Muhammad Abubakar Rashid, Wassi Haider Kabir, Haejoon Jung, Kapal Dev, Syed Ali Hassan
eess.SP · cs.AI · cs.MA
6G networks will not be serving as communication infrastructures only; rather, they are expected to evolve into intelligent systems, where thousands of autonomous artificial intelligence (AI) agents are interconnected. The agents are deployed across a wide range of platforms including low Earth orbit (LEO) satellites, high-altitude platforms (HAPs), unmanned aerial vehicles (UAVs), edge servers, and terrestrial devices. These agents...
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02
Foundation models for movement data: Are they ready for prime-time?
Alexander Bräuer, Benjamin Cauchi, Nils Strodthoff
eess.SP · cs.LG
Foundation models (FMs) trained on large-scale accelerometer data have been proposed as general-purpose feature extractors for health monitoring, but systematic evidence of their advantages is lacking. We present the first comprehensive evaluation of four open-source accelerometer FMs against supervised baselines covering 19 tasks across the domains of activity recognition including activities of daily living, clinical monitoring, and...
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