Doppler-Aware Meta-Learning for Evolutive STAR-RIS in Cognitive Autonomous Networks

arXiv:2610.05641 · eess.SY, cs.SY · Submitted 2026-10-05 · Read on arXiv

eess.SY, cs.SY

Submitted: 2026-10-05

Updated: 2026-10-06

Comments: This work has been submitted to the IEEE JSTSP for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible

Code: https://github.com/nohahassan2023/Code-for-DopplerAware-Meta-Learning-for-Evolutive-STAR-RIS-in-CognitiveAutonomous-Networks

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Meta-learning — 1× in this paper · explained in 2 episodes

Related papers

• One Request, Multiple Experts: LLM Orchestrates Domain Specific Models via Adaptive Task Routing
• A Geometric Decision Procedure for STL Feasibility and Repair
• From Asymptotic to Designer-Assigned-Time Control: A Review of Stability Notions, Design Mechanisms, and Controller Architectures
• Battery Second Life: A Review of Experimental Studies
• Submodular Multi-Agent Policy Learning for Online Distributed Task Allocation in Open Multi-Agent Systems
• Policy-Level Recursive Self-Improvement for Embodied AI with a Criticality World Model