Deep neural network-based active user detection for grant-free NOMA systems
As a means to support the access of massive machine-type communication devices, grant-
free access and non-orthogonal multiple access (NOMA) have received great deal of …
free access and non-orthogonal multiple access (NOMA) have received great deal of …
Deep-learning-enhanced NOMA transceiver design for massive MTC: Challenges, state of the art, and future directions
Non-orthogonal multiple access (NOMA) is a promising evolution path to meet the
requirements of massive machine type communications (mMTC) in 5G and beyond …
requirements of massive machine type communications (mMTC) in 5G and beyond …
Distributed Q-learning aided uplink grant-free NOMA for massive machine-type communications
The explosive growth of machine-type communications (MTC) devices poses critical
challenges to the existing cellular networks. Therefore, how to support massive MTC devices …
challenges to the existing cellular networks. Therefore, how to support massive MTC devices …
Power allocation for downlink NOMA heterogeneous networks
D Ni, L Hao, QT Tran, X Qian - IEEE Access, 2018 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) and heterogeneous network (HetNet) are two
significant and promising enabling techniques to further improve overall system …
significant and promising enabling techniques to further improve overall system …
Online computation offloading in NOMA-based multi-access edge computing: A deep reinforcement learning approach
One of the missions of fifth generation (5G) wireless networks is to provide massive
connectivity of the fast growing number of Internet of Things (IoT) devices. To satisfy this …
connectivity of the fast growing number of Internet of Things (IoT) devices. To satisfy this …
Joint user identification, channel estimation, and signal detection for grant-free NOMA
For massive machine-type communications, centralized control may incur a prohibitively
high overhead. Grant-free non-orthogonal multiple access (NOMA) provides possible …
high overhead. Grant-free non-orthogonal multiple access (NOMA) provides possible …
Non-orthogonal multiple access: Achieving sustainable future radio access
NOMA has been recognized as a highly promising FRA technology to satisfy the
requirements of the fifth generation era on high spectral efficiency and massive connectivity …
requirements of the fifth generation era on high spectral efficiency and massive connectivity …
Reconfigurable intelligent surface empowered downlink non-orthogonal multiple access
Power-domain non-orthogonal multiple access (NOMA) has become a promising
technology to exploit the new dimension of the power domain to enhance the spectral …
technology to exploit the new dimension of the power domain to enhance the spectral …
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 …
Partial computation offloading in NOMA-assisted mobile-edge computing systems using deep reinforcement learning
Mobile-edge computing (MEC) and nonorthogonal multiple access (NOMA) have been
regarded as promising technologies for beyond fifth-generation (B5G) and sixth-generation …
regarded as promising technologies for beyond fifth-generation (B5G) and sixth-generation …