In recent years, techniques developed in artificial intelligence (AI), especially those in machine learning (ML), have been successfully applied in various areas, leading to a widespread belief that AI will collectively play an important role in future wireless communications. To accomplish the aspiration, we present nine challenges to be addressed by the interdisciplinary areas of AI/ML and wireless communications, with particular focus towards the sixth generation (6G) wireless networks. Specifically, this article classifies the nine challenges into computation in AI, distributed neural networks and learning, and ML enabled semantic communications.
翻译:近年来,人工智能(AI)开发的技术,特别是机器学习(ML)开发的技术,已成功地应用于各个领域,导致人们广泛认为AI在未来无线通信中将集体发挥重要作用。为了实现这一愿望,我们提出了拟由AI/ML和无线通信等跨学科领域处理的九项挑战,特别侧重于第六代(6G)无线网络。具体地说,这一条将九项挑战归为AI的计算、分布式神经网络和学习以及ML使语义通信成为可能。