Machine learning for wireless communications in the Internet of Things: A comprehensive survey
Abstract The Internet of Things (IoT) is expected to require more effective and efficient
wireless communications than ever before. For this reason, techniques such as spectrum …
wireless communications than ever before. For this reason, techniques such as spectrum …
Resource allocation for underlay cognitive radio networks: A survey
M El Tanab, W Hamouda - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
For conventional wireless networks, the main target of resource allocation (RA) is to
efficiently utilize the available resources. Generally, there are no changes in the available …
efficiently utilize the available resources. Generally, there are no changes in the available …
Joint scheduling and power control for wireless ad hoc networks
T ElBatt, A Ephremides - IEEE Transactions on Wireless …, 2004 - ieeexplore.ieee.org
In this paper, we introduce a cross-layer design framework to the multiple access problem in
contention-based wireless ad hoc networks. The motivation for this study is twofold, limiting …
contention-based wireless ad hoc networks. The motivation for this study is twofold, limiting …
Power control based on deep reinforcement learning for spectrum sharing
In the current researches, artificial intelligence (AI) plays a crucial role in resource
management for the next generation wireless communication network. However, traditional …
management for the next generation wireless communication network. However, traditional …
Energy-efficient packet transmission over a wireless link
E Uysal-Biyikoglu, B Prabhakar… - IEEE/ACM Transactions …, 2002 - ieeexplore.ieee.org
The paper considers the problem of minimizing the energy used to transmit packets over a
wireless link via lazy schedules that judiciously vary packet transmission times. The problem …
wireless link via lazy schedules that judiciously vary packet transmission times. The problem …
Resource allocation for spectrum underlay in cognitive radio networks
A resource allocation framework is presented for spectrum underlay in cognitive wireless
networks. We consider both interference constraints for primary users and quality of service …
networks. We consider both interference constraints for primary users and quality of service …
Intelligent power control for spectrum sharing in cognitive radios: A deep reinforcement learning approach
We consider the problem of spectrum sharing in a cognitive radio system consisting of a
primary user and a secondary user. The primary user and the secondary user work in a non …
primary user and a secondary user. The primary user and the secondary user work in a non …
Dynamic spectrum access with QoS and interference temperature constraints
Spectrum is one of the most precious radio resources. With the increasing demand for
wireless communication, efficiently using the spectrum resource has become an essential …
wireless communication, efficiently using the spectrum resource has become an essential …
[BOOK][B] Green communications: theoretical fundamentals, algorithms and applications
Nowadays energy crisis and global warming problems are hanging over everyone's head,
urging much research work on energy saving. In the ICT industry, which is becoming a major …
urging much research work on energy saving. In the ICT industry, which is becoming a major …
Energy-efficient transmission over a wireless link via lazy packet scheduling
B Prabhakar, EU Biyikoglu… - … IEEE INFOCOM 2001 …, 2001 - ieeexplore.ieee.org
The paper considers the problem of minimizing the energy used to transmit packets over a
wireless link via lazy schedules that judiciously vary packet transmission times. The problem …
wireless link via lazy schedules that judiciously vary packet transmission times. The problem …