As of 2016, new 5G radio-access technology known as New Radio has been standardized by the 3rd Generation Partnership Project (3GPP) to satisfy the service demands of a wide range of applications such as Internet of Things (IoT), autonomous driving, and Virtual Reality (VR). The first set of 5G New Radio specifications has been released in the so-called 3GPP Release 15. Despite the advances already made, a number of issues remain, in particular regarding the demand for higher data rates, lower latencies, and improved robustness. For his Ph.D. research, Yu Zhao addressed power allocation challenges in 5G New Radio technologies by turning to deep learning methods.
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Deep learning methods help solve power issues in MIMO technology
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