Spectrum prediction in cognitive radio networks

X Xing, T Jing, W Cheng, Y Huo… - IEEE Wireless …, 2013 - ieeexplore.ieee.org
… of spectrum decision, spectrum sharing, and spectrum mobility. To … of spectrum utilization,
spectrum prediction for cognitive radio … in cognitive radio networks. We summarize the major …

Spectrum exploration and exploitation for cognitive radio: Recent advances

J Lunden, V Koivunen, HV Poor - IEEE signal processing …, 2015 - ieeexplore.ieee.org
… distributed spectrum sensing for cognitive radios. In such systems, the nodes typically
collaborate in identifying and exploiting the underutilized spectrum. In distributed sensing systems, …

GLRT-based spectrum sensing for cognitive radio with prior information

J Font-Segura, X Wang - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
… [14], blind spectrum sensing [15], [16], and sensing algorithms based on ML estimates of …
optimal joint spectrum sensing and parameter estimation for cognitive radio networks given …

Energy-efficient cooperative spectrum sensing schemes for cognitive radio networks

N Zhao, FR Yu, H Sun, A Nallanathan - EURASIP Journal on Wireless …, 2013 - Springer
Cognitive radio can play an important role in improving energy efficiency in wireless networks,
because from the green perspective, spectrum … -bit cooperative spectrum sensing schemes…

MIMO spectrum sensing for cognitive radio-based Internet of things

J Zhang, L Liu, M Liu, Y Yi, Q Yang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… for IoT devices to efficiently utilize spectrum resources. Spectrum sensing is a critical problem
in … , in this article, we introduce a novel spectrum sensing method for CR-IoT with additive …

Spectrum sensing in cognitive radio networks: potential challenges and future perspective

S Pandit, G Singh, S Pandit, G Singh - Spectrum Sharing in Cognitive …, 2017 - Springer
Spectrum sensing is the key requirement and one of the most challenging issues for the
cognitive radio … layer spectrum sensing techniques for cognitive radios. The major challenges in …

Blind spectrum sensing for OFDM-based cognitive radio systems

S Bokharaiee, HH Nguyen… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
… ever growing demand for radio spectrum, cognitive radio has recently … spectrum sensing,
which was previously introduced as a simple and computationally efficient spectrum sensing

Optimisation of cooperative spectrum sensing in cognitive radio network

J Shen, S Liu, L Zeng, G Xie, J Gao, Y Liu - IET communications, 2009 - IET
… Abstract: Spectrum sensing is a key problem in cognitive radio (CR). Because of a low
SNR, fading and sensing time constraints, a single CR may not be able to reliably sense the …

An overview of deep reinforcement learning for spectrum sensing in cognitive radio networks

F Obite, AD Usman, E Okafor - Digital Signal Processing, 2021 - Elsevier
… in spectrum sensing, a core component in cognitive radio. The traditional approaches to
spectrum sensing are … spectrum sensing model that can overcome the limitations of traditional …

An optimal strategy for cooperative spectrum sensing in cognitive radio networks

Z Quan, S Cui, AH Sayed - IEEE GLOBECOM 2007-IEEE …, 2007 - ieeexplore.ieee.org
… the existence of a primary radio, who is a licensed … spectrum sensing to combat the effects
of destructive channels and malfunctioning devices. Our approach conducts spectrum sensing