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Decision Transformer for UAV-Mounted RIS-Assisted Dynamic D2D Communications

arXiv cs.AI ↗ · 2026-09-11 Cached

The paper proposes a Decision Transformer-based approach for optimizing UAV-mounted RIS-assisted dynamic D2D communications, demonstrating cross-scenario generalization and efficient zero-shot transfer.

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#wireless-communication

GPT 5.6 Sol and Fable 5 settle a 25 year old problem in wireless communication theory

Reddit r/singularity ↗ · 2026-08-08 Cached

The author describes spending seven days straight using the AI models GPT 5.6 Sol and Fable 5 to solve a 25-year-old open problem in wireless communication theory, noting that verification was the biggest bottleneck.

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Neural Network-Assisted CLEAN for Channel Modeling in Low-SNR Regimes

arXiv cs.LG ↗ · 2026-07-31 Cached

This paper proposes NN-CLEAN, a hybrid framework that embeds a multi-head residual network into the iterative CLEAN extraction loop for efficient multipath parameter estimation in low-SNR channel modeling. It matches traditional Grid-Search CLEAN accuracy while greatly reducing computational complexity and enabling parallelization for real-time MIMO systems.

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Fundamentals of Wireless Communication

Hacker News Top ↗ · 2026-07-14 Cached

A free online textbook covering the fundamentals of wireless communication, including MIMO, space-time coding, OFDM, and CDMA, intended for graduate students and practicing engineers.

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Wireless LAN SD

Hacker News Top ↗ · 2026-07-02 Cached

The article describes the Wireless LAN SD standard, which integrates SD memory cards with wireless LAN modules (IEEE 802.11 a/b/g/n) to enable wireless data transfer and cloud connectivity for devices like digital cameras.

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