Prediction of channel state for cognitive radio using higher-order hidden Markov model

Z Chen, RC Qiu - Proceedings of the IEEE SoutheastCon 2010 …, 2010 - ieeexplore.ieee.org
Spectrum sensing detects the availability of the radio frequency spectrum, which is essential
and vital to cognitive radio. Traditional techniques for spectrum sensing fail to take the …

Estimation of primary user parameters in cognitive radio systems via hidden Markov model

KW Choi, E Hossain - IEEE transactions on signal processing, 2012 - ieeexplore.ieee.org
For a cognitive radio (CR) system, we investigate the estimation problem in which a
secondary user (SU) estimates the channel parameters such as the sojourn times on the …

Experimental validation of channel state prediction considering delays in practical cognitive radio

Z Chen, N Guo, Z Hu, RC Qiu - IEEE Transactions on Vehicular …, 2011 - ieeexplore.ieee.org
As part of the effort toward building a cognitive radio (CR) network testbed, we have
demonstrated real-time spectrum sensing. Spectrum sensing is the cornerstone of CR …

Optimal spectrum sensing interval in energy-harvesting cognitive radio networks

Z Li, B Liu, J Si, F Zhou - IEEE Transactions on Cognitive …, 2017 - ieeexplore.ieee.org
Spectrum efficiency (SE) and energy efficiency (EE) are two key design objectives in future
wireless communication networks. In traditional cognitive radio (CR) network, a secondary …

Cooperative spectrum prediction in multi-PU multi-SU cognitive radio networks

X **ng, T **g, W Cheng, Y Huo, X Cheng… - Mobile Networks and …, 2014 - Springer
Spectrum sensing is considered as the cornerstone of cognitive radio networks (CRNs).
However, sensing the wide-band spectrum results in delays and resource wasting …

A unified multi-functional dynamic spectrum access framework: tutorial, theory and multi-GHz wideband testbed

R Qiu, N Guo, H Li, Z Wu, V Chakravarthy, Y Song… - Sensors, 2009 - mdpi.com
Dynamic spectrum access is a must-have ingredient for future sensors that are ideally
cognitive. The goal of this paper is a tutorial treatment of wideband cognitive radio and radar …

Channel state prediction in cognitive radio, Part II: Single-user prediction

Z Chen, N Guo, Z Hu, RC Qiu - 2011 Proceedings of IEEE …, 2011 - ieeexplore.ieee.org
Response delay problem and measurements of such delays have been reported in Part I.
The response delay has a negative impact on the accuracy of spectrum sensing, which is …

HF spectrum activity prediction model based on HMM for cognitive radio applications

L Melián-Gutiérrez, S Zazo, JL Blanco-Murillo… - Physical …, 2013 - Elsevier
Although most of the research on Cognitive Radio is focused on communication bands
above the HF upper limit (30 MHz), Cognitive Radio principles can also be applied to HF …

Optimal sensing interval in cognitive radio networks with imperfect spectrum sensing

B Liu, Z Li, J Si, F Zhou - IET Communications, 2016 - Wiley Online Library
Spectrum sensing is performed at the beginning of each time slot in traditional cognitive
radio networks, which is unreasonable and needless since the presence or the absence of a …

Hidden Markov process based dynamic spectrum access for cognitive radio

T Nguyeny, BL Mark, Y Ephraim - 2011 45th Annual …, 2011 - ieeexplore.ieee.org
Cognitive radio is an emerging technology for sensing and dynamic access of spectrum in
mobile radio environments. It aims at dynamically allocating unused bandwidth among …