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IEEE Future Networks Artificial Intelligence & Machine Learning

When:
Thursday, February 15, 2024, 12:00 PM until 1:00 PM
Where:
Virtual
PA  
Additional Info:
Category:
Affiliate Group Training
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IEEE Future Networks Artificial Intelligence & Machine Learning

 

Date: Thursday, February 15, 2024

Time: 12 pm - 1 pm

Location: Virtual

 

A Comprehensive Overview of Optimization Techniques for RISs

 

Reconfigurable intelligent surfaces (RISs) have received considerable attention as a key enabler for envisioned 6G networks, for the purpose of improving the network capacity, coverage, efficiency, and security with low energy consumption and low hardware cost. However, integrating RISs into the existing infrastructure greatly increases the network management complexity, especially for controlling a significant number of RIS elements. To unleash the full potential of RISs, efficient optimization approaches are of great importance. This talk will provide a comprehensive overview of state-of-the-art optimization techniques for RIS-aided 6G, e.g., model-based, heuristic, and especially machine learning (ML) algorithms. It will present in-depth analyses of the features, advantages, and difficulties of using various optimization techniques. In addition, it will also present some novel techniques for RIS-optimization, e.g., combining heuristic algorithms with machine learning techniques to enable higher flexibility!

 

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