Application of compressive sensing in cognitive radio communications: A survey

SK Sharma, E Lagunas, S Chatzinotas… - … surveys & tutorials, 2016 - ieeexplore.ieee.org
Compressive sensing (CS) has received much attention in several fields such as digital
image processing, wireless channel estimation, radar imaging, and cognitive radio (CR) …

Radio resource allocation techniques for efficient spectrum access in cognitive radio networks

GI Tsiropoulos, OA Dobre, MH Ahmed… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
This paper provides an overview of cognitive radio (CR) networks, with focus on the recent
advances in resource allocation techniques and the CR networks architectural design. The …

Automatic modulation classification using gated recurrent residual network

S Huang, R Dai, J Huang, Y Yao, Y Gao… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The development of the Internet-of-Things (IoT) security is comparatively slower than the
pace of the IoT innovations. The seamless IoT network operates in an untrusted environment …

Cognitive radio techniques under practical imperfections: A survey

SK Sharma, TE Bogale, S Chatzinotas… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
Cognitive radio (CR) has been considered as a potential candidate for addressing the
spectrum scarcity problem of future wireless networks. Since its conception, several …

Ten years of research in spectrum sensing and sharing in cognitive radio

L Lu, X Zhou, U Onunkwo, GY Li - EURASIP journal on wireless …, 2012 - Springer
Cognitive radio (CR) can successfully deal with the growing demand and scarcity of the
wireless spectrum. To exploit limited spectrum efficiently, CR technology allows unlicensed …

Group sparse optimization by alternating direction method

W Deng, W Yin, Y Zhang - Wavelets and Sparsity XV, 2013 - spiedigitallibrary.org
This paper proposes efficient algorithms for group sparse optimization with mixed l 2, 1-
regularization, which arises from the reconstruction of group sparse signals in compressive …

DLM: Decentralized linearized alternating direction method of multipliers

Q Ling, W Shi, G Wu, A Ribeiro - IEEE Transactions on Signal …, 2015 - ieeexplore.ieee.org
This paper develops the Decentralized Linearized Alternating Direction Method of
Multipliers (DLM) that minimizes a sum of local cost functions in a multiagent network. The …

20 years of evolution from cognitive to intelligent communications

Z Qin, X Zhou, L Zhang, Y Gao… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
It has been 20 years since the concept of cognitive radio (CR) was proposed, which is an
efficient approach to provide more access opportunities to connect massive wireless …

Wideband spectrum sensing on real-time signals at sub-Nyquist sampling rates in single and cooperative multiple nodes

Z Qin, Y Gao, MD Plumbley… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents two new algorithms for wideband spectrum sensing at sub-Nyquist
sampling rates, for both single nodes and cooperative multiple nodes. In single-node …

A survey on compressive sensing techniques for cognitive radio networks

F Salahdine, N Kaabouch, H El Ghazi - Physical Communication, 2016 - Elsevier
In cognitive radio, one of the main challenges is wideband spectrum sensing. Existing
spectrum sensing techniques are based on a set of observations sampled by an …