Page 18 - AI for Good Innovate for Impact

Use Case 15: Digital green transformation of network infrastructure based on
artificial intelligence ���������������������������������������������������������������������������������������������������������������������326

1 Use Case Summary Table ......................................................................................326

2 Use Case Description .............................................................................................327
3 Use Case Requirements .........................................................................................329

4 Sequence Diagram .................................................................................................330
5 References ...............................................................................................................330

Use Case 16: AI-Driven Predictive Beamforming for Climate-Resilient 5G/6G
Networks ����������������������������������������������������������������������������������������������������������������������������������������332

1 Use Case Summary Table ......................................................................................332
2 Use Case Description .............................................................................................333

3 Use Case Requirements .........................................................................................335
4 Sequence Diagram .................................................................................................335

5 References ...............................................................................................................335
Use Case 17: Anomaly Detection Across 5G Slices Using Federated Learning ������������������337

1 Use Case Summary Table ......................................................................................337

2 Use Case Description ............................................................................................337
3 Use Case Requirements ........................................................................................339

4 Sequence Diagram .................................................................................................339
5 References ..............................................................................................................339

Use Case 18: GIS-Integrated Digital Twin for 5G/6G Energy Efficient Base Station ����������341

1 Use Case Summary Table ......................................................................................341

2 Use Case Description .............................................................................................342
3 Use Case Requirements .........................................................................................344

4 Sequence Diagram .................................................................................................345
5 References ...............................................................................................................345

Use Case 19: Bandwidth efficient live interaction with virtual 3D demonstrator
using semantic communication and GenAI ������������������������������������������������������������������������������346

1 Use Case Summary Table ......................................................................................346
2 Use Case Description .............................................................................................347

3 Use Case Requirements .........................................................................................349
4 Sequence Diagram .................................................................................................350

5 References ...............................................................................................................350
Use Case 20: AI-Driven Free Space Optical Communication System ���������������������������������352

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