EML-AirComp: Layered Over-the-Air Computation from a Single Nomographic Gate
2026-07-21T08:51:40Z•32f45b8da7466b71f11d3671e59a9f56de2676a084ae964e5126e215743b1de8
6GAISACAirCompISACMIMO detectionOTA-FLR\'enyi entropyair-ground networkschannel state informationcoding theoryentropy estimationfederated learninginformation theorymassive MIMOmin-entropyover-the-air computationsensing-and-communicationsource-channel codingspread codessustainability
What happened
A batch of July 21, 2026 research announcements covering wireless comms, coding and information theory, and learning over networks. Highlights: EML-AirComp (a reusable two-input over‑the‑air computation gate for exp-minus-log trees with AWGN/fading implementations and error bounds); AISAC (a closed‑loop AI + integrated sensing-and-communication framework for 6G with new physical‑layer design principles); variable‑rate lossy joint source–channel coding with feedback for bursty channels; a von Mises message‑passing detector for massive MIMO with PSK; a tropicalization‑free stability proof for In
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_math_it
- Record identifier
- 32f45b8da7466b71f11d3671e59a9f56de2676a084ae964e5126e215743b1de8
- Enrichment time
- 2026-07-21T08:51:40Z
- AI-assisted enrichment
- Yes
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