Wireless resource utilizations are the focus of future communication, which are used
constantly to alleviate the communication quality problem caused by the explosive …

In wireless networks, the effectiveness of beamforming and power allocation strategies is
crucial in meeting the increasing data demands of users and ensuring rapid data …

Abstract Device-to-device (D2D) transmission has become an essential form of wireless
communication due to the rise of 5G and Internet of Things (IoT). Unfortunately, most …

The importance of an efficient network resource allocation strategy has grown significantly
with the rapid advancement of cellular network technology and the widespread use of …

Static scheduling of computational workflow represented by a directed acyclic graph (DAG)
is an important problem in many areas of computer science. The main idea and novelty of …

Massive multiple-input and multiple-output (MIMO) networks with higher throughput rates,
where a base station (BS) with a large-scale antenna array serves multiple users, have been …

The increased complexity of future 5G wireless communication networks presents a
fundamental issue for optimal resource allocation. This continuous, constrained optimal …

MACHINE LEARNING FOR OPTIMIZATION OF RESOURCE ALLOCATION IN WIRELESS
NETWORKS Page 1 SAINT-PETERSBURG UNIVERSITY Published in manuscript form Sun …

Wireless communication involves the transfer of data between at least two devices without
the use of physical cables; instead, it relies on establishing connections using radio waves …

Diante da evolução para o 6G, a eficiência energética das redes móveis torna-se um
elemento essencial devido ao crescente aumento da demanda por dados. Este estudo …