Ten issues of NetGPT

With the rapid development and application of foundation models (FMs), it is foreseeable that FMs will play an important role in future wireless communications. As current Artificial Intelligence (AI) algorithms applied in wireless networks are dedicated models that aim for different neural network...

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Bibliographic Details
Published in:arXiv.org 2023-11
Main Authors: Tong, Wen, Peng, Chenghui, Yang, Tingting, Wang, Fei, Deng, Juan, Li, Rongpeng, Lu, Yang, Zhang, Honggang, Wang, Dong, Ai, Ming, Yang, Li, Liu, Guangyi, Yang, Yang, Yao, Xiao, Liexiang Yue, Sun, Wanfei, Li, Zexu, Sun, Wenwen
Format: Article
Language:English
Subjects:
Algorithms
Artificial intelligence
Neural networks
Wireless communications
Wireless networks
Online Access:Get full text
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Summary:With the rapid development and application of foundation models (FMs), it is foreseeable that FMs will play an important role in future wireless communications. As current Artificial Intelligence (AI) algorithms applied in wireless networks are dedicated models that aim for different neural network architectures and objectives, drawbacks in aspects of generality, performance gain, management, collaboration, etc. need to be conquered. In this paper, we define NetGPT (Network Generative Pre-trained Transformer) -- the foundation models for wireless communications, and summarize ten issues regarding design and application of NetGPT.
ISSN:2331-8422