Design guidelines for spatial modulation

P Yang, M Di Renzo, Y Xiao, S Li… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
A new class of low-complexity, yet energy-efficient Multiple-Input Multiple-Output (MIMO)
transmission techniques, namely, the family of Spatial Modulation (SM) aided MIMOs (SM …

An overview of limited feedback in wireless communication systems

DJ Love, RW Heath, VKN Lau… - IEEE Journal on …, 2008 - ieeexplore.ieee.org
It is now well known that employing channel adaptive signaling in wireless communication
systems can yield large improvements in almost any performance metric. Unfortunately …

Fading channel prediction for mobile radio adaptive transmission systems

A Duel-Hallen - Proceedings of the IEEE, 2007 - ieeexplore.ieee.org
Adaptive transmission methods can potentially aid the achievement of high data rates
required for mobile radio multimedia services. To realize this potential, the transmitter needs …

Adaptive modulation for long-range underwater acoustic communication

J Huang, R Diamant - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
Long-range underwater acoustic communication (LR-UWAC) refers to the peer-to-peer
transmission of messages for distances of tens to hundreds of km. It is a key enabling …

Reinforcement learning-based adaptive modulation and coding for efficient underwater communications

W Su, J Lin, K Chen, L Xiao, C En - IEEE access, 2019 - ieeexplore.ieee.org
In this paper, we propose a reinforcement learning-based adaptive modulation and coding
scheme for underwater communications; more specifically, based on the network states …

Channel prediction using adaptive bidirectional GRU for underwater MIMO communications

X Hu, Y Huo, X Dong, FY Wu… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
As the Internet of Things (IoT) continues to expand and reshape our world, new vertical
application scenarios have emerged, such as underwater communications, leading to …

Towards systems beyond 3G based on adaptive OFDMA transmission

M Sternad, T Svensson, T Ottosson… - Proceedings of the …, 2007 - ieeexplore.ieee.org
High data rates, high spectral efficiency, flexibility, and low delays over the air interface will
be important features in next-generation wireless systems. The overall challenge will be …

Radio frequency spectrum sensing by automatic modulation classification in cognitive radio system using multiscale deep CNN

RR Yakkati, RR Yakkati, RK Tripathy… - IEEE sensors …, 2021 - ieeexplore.ieee.org
Automatic modulation categorization (AMC) is used in many applications such as cognitive
radio, adaptive communication, electronic reconnaissance, and non-cooperative …

Adaptive modulation and coding using neural network based SNR estimation

S Kojima, K Maruta, CJ Ahn - IEEE Access, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel Adaptive Modulation and Coding (AMC) scheme enabled
by Artificial Neural Network (ANN) aided Signal-to-Noise power Ratio (SNR) estimation. The …

DQN-based adaptive modulation scheme over wireless communication channels

D Lee, YG Sun, SH Kim, I Sim… - IEEE …, 2020 - ieeexplore.ieee.org
In this letter, to improve data rate over wireless communication channels, we propose a
deep Q network (DQN)-based adaptive modulation scheme by using Markov decision …