Beyond deep reinforcement learning: A tutorial on generative diffusion models in network optimization
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GAI), demonstrating their versatility and efficacy across a …
Generative Artificial Intelligence (GAI), demonstrating their versatility and efficacy across a …
A survey of recent advances in optimization methods for wireless communications
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …
solution tool for the design of wireless communications systems. While optimization has …
Evolution of NOMA toward next generation multiple access (NGMA) for 6G
Due to the explosive growth in the number of wireless devices and diverse wireless
services, such as virtual/augmented reality and Internet-of-Everything, next generation …
services, such as virtual/augmented reality and Internet-of-Everything, next generation …
Energy harvesting wireless communications: A review of recent advances
This paper summarizes recent contributions in the broad area of energy harvesting wireless
communications. In particular, we provide the current state of the art for wireless networks …
communications. In particular, we provide the current state of the art for wireless networks …
Achievable rate maximization by passive intelligent mirrors
This paper investigates the use of a Passive Intelligent Mirrors (PIM) to operate a multi-user
MISO downlink communication. The transmit powers and the mirror reflection coefficients …
MISO downlink communication. The transmit powers and the mirror reflection coefficients …
Deep learning based MIMO communications
We introduce a novel physical layer scheme for single user Multiple-Input Multiple-Output
(MIMO) communications based on unsupervised deep learning using an autoencoder. This …
(MIMO) communications based on unsupervised deep learning using an autoencoder. This …
On the performance gain of NOMA over OMA in uplink communication systems
In this paper, we investigate and reveal the ergodic sum-rate gain (ESG) of non-orthogonal
multiple access (NOMA) over orthogonal multiple access (OMA) in uplink cellular …
multiple access (NOMA) over orthogonal multiple access (OMA) in uplink cellular …
Uplink non-orthogonal multiple access for 5G wireless networks
Orthogonal Frequency Division Multiple Access (OFDMA) as well as other orthogonal
multiple access techniques fail to achieve the system capacity limit in the uplink due to the …
multiple access techniques fail to achieve the system capacity limit in the uplink due to the …
[图书][B] Network information theory
A El Gamal, YH Kim - 2011 - books.google.com
This comprehensive treatment of network information theory and its applications provides
the first unified coverage of both classical and recent results. With an approach that …
the first unified coverage of both classical and recent results. With an approach that …
[图书][B] Fundamentals of wireless communication
D Tse, P Viswanath - 2005 - books.google.com
The past decade has seen many advances in physical layer wireless communication theory
and their implementation in wireless systems. This textbook takes a unified view of the …
and their implementation in wireless systems. This textbook takes a unified view of the …