Artificial intelligence and wireless communications

2020, Volume 21, Issue 10

Abstract

Related Research

Frontiers of Information Technology & Electronic Engineering >> 2020, Volume 21, Issue 10 doi: 10.1631/FITEE.1900527

Affiliation(s): Wireless Technology Laboratory, Huawei Technologies Co., Ltd., Hangzhou 310051, China; Wireless Technology Laboratory, Huawei Technologies Co., Ltd., Ottawa K0A3M0, Canada; less

Received: 2019-09-27 Accepted: 2020-10-14 Available online: 2020-10-14

HTML13 PDF 77 Collect 0

Next Previous

Abstract

The applications of (AI) and (ML) technologies in have drawn significant attention recently. AI has demonstrated real success in speech understanding, image identification, and natural language processing domains, thus exhibiting its great potential in solving problems that cannot be easily modeled. AI techniques have become an enabler in to fulfill the increasing and diverse requirements across a large range of application scenarios. In this paper, we elaborate on several typical wireless scenarios, such as channel modeling, channel decoding and signal detection, and channel coding design, in which AI plays an important role in . Then, AI and information theory are discussed from the viewpoint of the information bottleneck. Finally, we discuss some ideas about how AI techniques can be deeply integrated with wireless communication systems.

Related Research