A 3GPP-Compliant Benchmark Dataset for RIS-Aided Beyond 5G Networks

arXiv:2609.39058 · cs.DB, cs.AI · Submitted 2026-09-30 · Read on arXiv

cs.DB, cs.AI

Submitted: 2026-09-30

Updated: 2026-09-30

Code: https://github.com/wirelessai941-web/Benchmarking_3GPP_RIS_mmWave_dataset

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes

Sources

• DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications
• BRISC: A Dataset of Channel Measurements at 5 GHz With a Reflective Intelligent Surface
• Sionna: An Open-Source Library for Next-Generation Physical Layer Research
• Metaheuristic Design of Feedforward Neural Networks: A Review of Two Decades of Research
• A Channel Coding Benchmark for Meta-Learning
• Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Related papers

• Cost-Aware Mixture-of-Experts Coordination for Model Markets
• Vibe Coding on Trial: Operating Characteristics of Unanimous LLM Juries
• Human-Level Text-to-SQL via Reinforcement Learning on Verified Data, Without Pipeline Engineering
• MetaJoin: Adaptive Join Selections for Heterogeneous Tables
• Bridging Business Intent and Data: A Benchmark for Automatic Relational Data Product Generation
• DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation