A reinforcement learning approach to power control and rate adaptation in cellular networks

E Ghadimi, FD Calabrese, G Peters… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Optimizing radio transmission power and user data rates in wireless systems requires full
system observability. While the problem has been extensively studied in the literature …

Spectrum without bounds, networks without borders

L Doyle, J Kibiłda, TK Forde… - Proceedings of the …, 2014 - ieeexplore.ieee.org
The purpose of this paper is to present a vision for future mobile and wireless networks. The
vision, which we call Networks without Borders (NwoB), is based on a marketplace of virtual …

The impact of adaptive guards for 5G and beyond

AF Demir, H Arslan - … on Personal, Indoor, and Mobile Radio …, 2017 - ieeexplore.ieee.org
The next generation communication systems are evolving towards an increased flexibility in
different aspects. Enhanced flexibility is the key in order to address diverse requirements …

Deep reinforcement learning for energy efficiency optimization in wireless networks

H Fan, L Zhu, C Yao, J Guo, X Lu - 2019 IEEE 4th International …, 2019 - ieeexplore.ieee.org
We consider a joint decision-making problem of the transmission power and channel in
wireless networks with unknown state switching patterns for improving energy efficiency …

Time-asymmetric and subcarrier-specific pulse shaping in OFDM-based waveforms

E Güvenkaya, E Bala, R Yang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In orthogonal frequency-division multiplexing (OFDM) systems, suppressing the out-of-band
(OOB) emission with pulse shaping comes with a price. The expense emerges in designing …

A windowing technique for optimal time-frequency concentration and ACI rejection in OFDM-based systems

E Güvenkaya, A Şahin, E Bala, R Yang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In this paper, we introduce a windowing technique, which provides optimal time-frequency
containment and maximal adjacent channel interference (ACI) rejection for orthogonal …

Power management for spectrum sharing in cognitive radio communication system: a comprehensive survey

P Thakur, G Singh - 2020 - Taylor & Francis
The underlay spectrum access is a very prominent technique in cognitive radio (CR)
communication systems in which the primary users (PUs) share the spectrum with the …

Computationally efficient mask-compliant spectral precoder for OFDM cognitive radio

R Kumar, A Tyagi - IEEE Transactions on Cognitive …, 2016 - ieeexplore.ieee.org
Orthogonal frequency division multiplexing (OFDM) has been recognized as a suitable
candidate for cognitive radio (CR) systems. However, the high sidelobe leakage in OFDM …

Efficient spectrum utilization via pulse shape design for fixed transmission networks

EI Dobre, A Mostafa, L Lampe… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Microwave backhaul links are characterized by high signal-to-noise ratios permitting
spectrally-efficient transmission. The used signal constellation sizes and achievable data …

[PDF][PDF] Opportunistic Spectrum Access Learning Proof of Concept

C Robert, C Moy, H Zhang - SDR-WinnComm'14, 2014 - Citeseer
This paper presents the results of first ever implementation of learning algorithm for
opportunistic spectrum access (OSA) in lab conditions. The OSA scheme consists of two …