Intent-Driven 6G Communication Framework for RIS and Spectrum Leasing

TL;DR

This paper proposes an integrated 6G communication framework combining Intent-Driven Communication, Reconfigurable Intelligent Surfaces, and spectrum leasing, supported by a Lyapunov-based decision framework for efficient resource management.

Contribution

It extends the IDC framework by incorporating RIS and spectrum leasing, introducing a leasing-aware architecture and a Lyapunov-based decision support system for resource orchestration.

Findings

Simulation validates cost-efficient, delay-aware resource orchestration.

The Lyapunov-based framework exhibits stability properties.

Combining IDC with resource leasing is feasible for 6G systems.

Abstract

Intent-Driven Communication (IDC) is emerging as a key paradigm for autonomous 6G networks, where AI and Large Language Models (LLMs) translate high-level user intents into actionable network policies. Meanwhile, Reconfigurable Intelligent Surfaces (RIS) and dynamic spectrum leasing are becoming essential for improving coverage and capacity in resource-constrained environments. This paper extends the IDC framework by integrating RIS and spectrum leasing into AIassisted intent translation, policy mapping, and orchestration. A leasing-aware architecture is presented, and a Lyapunov-based Decision Support Framework is implemented as an illustrative mechanism for intelligent resource acquisition under timevarying prices and availability. Simulation results validate that the DSF achieves cost-efficient, delay-aware orchestration while exhibiting the expected Lyapunov stability properties. These findings highlight the feasibility of combining IDC with intelligent resource leasing in future 6G systems.