
CommGPT: Revolutionizing 6G Communication with AI
A Graph and Retrieval-Augmented Multimodal Approach for Telecommunications
CommGPT addresses critical challenges in applying Large Language Models (LLMs) to next-generation communication systems through a specialized multimodal foundation model architecture.
- Overcomes data limitations in the telecommunications domain
- Enables multimodal inputs beyond text for communication applications
- Implements knowledge retrieval capabilities via graph-augmented mechanisms
- Designed specifically to enhance performance for 6G technology applications
This research bridges the gap between AI capabilities and telecommunications engineering requirements, providing a foundation for intelligent communication systems that can understand, reason about, and optimize network performance.
CommGPT: A Graph and Retrieval-Augmented Multimodal Communication Foundation Model