Cover Image

SCA-LLM: Spectral-Attentive LLM-Based Wireless World Modeling for Agentic Communications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	He, Ke, He, Le, Fan, Lisheng, Lei, Xianfu, Vu, Thang X., Karagiannidis, George K., Chatzinotas, Symeon
Format:	Preprint
Published:	2025
Subjects:	Information Theory Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Asynchronous Risk-Aware Multi-Agent Packet Routing for Ultra-Dense LEO Satellite Networks
by: He, Ke, et al.
Published: (2025)

Constrained MARL for Coexisting TN-NTN Resource Allocation: Scalability and Flexibility
by: Le, Cuong, et al.
Published: (2026)

Cooperative UAVs for Remote Data Collection under Limited Communications: An Asynchronous Multiagent Learning Framework
by: Le, Cuong, et al.
Published: (2026)

A Tight Channel-Capacity Lower Bound for the Simultaneous Wireless Information and Power Transfer Integrated Receiver
by: Ntontin, Konstantinos, et al.
Published: (2026)

Enhancing Indoor and Outdoor THz Communications with Beyond Diagonal-IRS: Optimization and Performance Analysis
by: Mahmood, Asad, et al.
Published: (2024)

STAR-RIS-Assisted Communication Radar Coexistence: Analysis and Optimization
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)

Generative Actor-Critic with Soft Bridge Policies
by: He, Ke, et al.
Published: (2026)

Near-Field Terahertz Communications: Model-Based and Model-Free Channel Estimation
by: Elbir, Ahmet M., et al.
Published: (2023)

Joint Computation and Communication Resource Optimization for Beyond Diagonal UAV-IRS Empowered MEC Networks
by: Mahmood, Asad, et al.
Published: (2023)

Achievable Rate Optimization for Stacked Intelligent Metasurface-Assisted Holographic MIMO Communications
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)

Dilated Convolution based CSI Feedback Compression for Massive MIMO Systems
by: Tang, Shunpu, et al.
Published: (2021)

Weighted Codebook Scheme for RIS-Assisted Point-to-Point MIMO Communications
by: Yu, Zhiheng, et al.
Published: (2025)

Hybrid RIS With Sub-Connected Active Partitions: Performance Analysis and Transmission Design
by: Ntougias, Konstantinos, et al.
Published: (2024)

Information-Energy Capacity Region for SLIPT Systems over Lognormal Fading Channels: A Theoretical and Learning-Based Analysis
by: Khalfet, Nizar, et al.
Published: (2025)

User Clustering for Coexistence between Near-field and Far-field Communications
by: Wang, Kaidi, et al.
Published: (2023)

When Simultaneous Localization and Mapping Meets Wireless Communications: A Survey
by: Gounis, Konstantinos, et al.
Published: (2026)

Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges
by: Liu, Hao, et al.
Published: (2024)

Stacked Intelligent Metasurfaces for Integrated Sensing and Communications
by: Niu, Haoxian, et al.
Published: (2024)

Performance of Double-Stacked Intelligent Metasurface-Assisted Multiuser Massive MIMO Communications in the Wave Domain
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)

Multipair Two-Way DF Relaying with Cell-Free Massive MIMO
by: Papazafeiropoulos, Anastasios K., et al.
Published: (2021)

Aerial Agentic AI: Synergizing LLM and SLM for Low-Altitude Wireless Networks
by: Dong, Li, et al.
Published: (2026)

Full Duplex Joint Communications and Sensing for 6G: Opportunities and Challenges
by: Sheemar, Chandan Kumar, et al.
Published: (2023)

UAV-Assisted 5G Networks: Mobility-Aware 3D Trajectory Optimization and Resource Allocation for Dynamic Environments
by: Mahmood, Asad, et al.
Published: (2025)

Grant-Free Random Access in Uplink LEO Satellite Communications with OFDM
by: Mao, Rui, et al.
Published: (2025)

Two-Timescale Design for Active STAR-RIS Aided Massive MIMO Systems
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)

Secure Communications for All Users in Low-Resolution IRS-aided Systems Under Imperfect and Unknown CSI
by: Abughalwa, Monir, et al.
Published: (2025)

Achievable Rate Optimization for Large Stacked Intelligent Metasurfaces Based on Statistical CSI
by: Papazafeiropoulos, Anastasios, et al.
Published: (2024)

Transformer-based Hybrid Beamforming with Dynamic Subarray for Near-Space Airship-Borne Communications
by: Wang, Ruiqi, et al.
Published: (2026)

Chirp Delay-Doppler Domain Modulation Based Joint Communication and Radar for Autonomous Vehicles
by: Li, Zhuoran, et al.
Published: (2025)

A Stochastic Geometric Analysis on Multi-cell Pinching-antenna Systems under Blockage Effect
by: Sun, Yanshi, et al.
Published: (2025)

Enabling mmWave Communications with VCSEL-Based Light-Emitting Reconfigurable Intelligent Surfaces
by: Iqbal, Rashid, et al.
Published: (2026)

A Survey on Stacked Intelligent Metasurfaces: Fundamentals, Recent Advances, and Challenges
by: Sheemar, Chandan Kumar, et al.
Published: (2026)

Empowering Programmable Wireless Environments with Optical Anchor-based Positioning
by: Tyrovolas, Dimitrios, et al.
Published: (2024)

Integrated Localization, Mapping, and Communication through VCSEL-Based Light-emitting RIS (LeRIS)
by: Iqbal, Rashid, et al.
Published: (2025)

Joint Power Allocation and User Scheduling in Integrated Satellite-Terrestrial Cell-Free Massive MIMO IoT Systems
by: Van Chien, Trinh, et al.
Published: (2024)

Prioritizing Gradient Sign Over Modulus: An Importance-Aware Framework for Wireless Federated Learning
by: Yue, Yiyang, et al.
Published: (2026)

Joint Computation Offloading and Target Tracking in Integrated Sensing and Communication Enabled UAV Networks
by: Van Chien, Trinh, et al.
Published: (2024)

STARS-Enabled Full-Duplex Two-Way mMIMO System Under Spatially-Correlated Channels
by: Papazafeiropoulos, Anastasios, et al.
Published: (2025)

Resolving the Double Near-Far Problem via Wireless Powered Pinching-Antenna Networks
by: Papanikolaou, Vasilis K., et al.
Published: (2025)

Improved Differential Evolution for Enhancing the Aggregated Channel Estimation of RIS-Aided Cell-Free Massive MIMO
by: Van Chien, Trinh, et al.
Published: (2025)