A comprehensive survey on blind source separation for wireless adaptive processing: Principles, perspectives, challenges and new research directions

Z Luo, C Li, L Zhu - IEEE Access, 2018 - ieeexplore.ieee.org
With the rapid proliferation of wireless services, the frequency spectrum has become
increasingly crowded, and the interferences and composite signals will be ubiquitous in the …

A hybrid approach for latency and battery lifetime optimization in IoT devices through offloading and CNN learning

A Heidari, NJ Navimipour, MAJ Jamali… - … : Informatics and Systems, 2023 - Elsevier
Offloading assists in overcoming the resource constraints of specific elements, making it one
of the primary technical enablers of the Internet of Things (IoT). IoT devices with low battery …

Artificial intelligence as an enabler for cognitive self-organizing future networks

S Latif, F Pervez, M Usama, J Qadir - arXiv preprint arXiv:1702.02823, 2017 - arxiv.org
The explosive increase in number of smart devices hosting sophisticated applications is
rapidly affecting the landscape of information communication technology industry. Mobile …

Full-duplex cognitive radio using guided independent component analysis and cumulant criterion

Z Luo, C Li, L Zhu - IEEE Access, 2019 - ieeexplore.ieee.org
Due to the ever-increasing wireless service requirements, the issues of a limited frequency
resource and underutilized frequency allocation scheme as well as frequency crowd have …

Improvement of spectrum sensing performance in cognitive radio using modified hybrid sensing method

HS Abed, HN Abdullah - 2022 - dspace.cvut.cz
Cognitive radio (CR) is a wireless technology for increasing the bandwidth usage. Spectrum
sensing (SS) is the first step in CR. There are three basic techniques in SS, energy detection …

Design and analysis of direction of arrival using hybrid expectation-maximization and MUSIC for wireless communication

PP Malla, A Mukherjee, S Routray, G Palai - Optik, 2018 - Elsevier
As multiple signal classification (MUSIC) algorithm is unable to estimate the direction of
arrival (DOA) of highly correlated or coherent signal, based on array processing and …

Hybrid NN-based green cognitive radio sensor networks for next-generation IoT

A Mukherjee, M Li, P Goswami, L Yang, S Garg… - Neural Computing and …, 2023 - Springer
In any cognitive radio sensor networks (CRSNs), the secondary users (SUs) and primary
users (PUs) share the opportunity to use the authorized frequency band. Here, the SU nodes …

[PDF][PDF] Vector quantization based power allocation for non-ergodic cognitive radio systems

A Mukherjee, A Datta - Journal of Engineering Science and Technology …, 2016 - jestr.org
This Letter addresses the problem of dynamic power allocation based on spectrum sensing
outputs for non-ergodic systems. On such type of systems, the power allocation for each …

Integrated blind signal separation and neural network based energy detector architecture

B Dey, A Hossain, R Dey, R Bera - Wireless Personal Communications, 2019 - Springer
Energy detector is the simplest spectrum sensing technique in cognitive radio in terms of
computation complexity as it is developed assuming only channel noises for the detection of …

A blindly cooperative spectrum sensing algorithms based on linear prediction for cognitive radio

W Yuanyuan, S Dawei, S Wenfeng… - … on Signal and …, 2016 - ieeexplore.ieee.org
Spectrum sensing is one of the main parts in cognitive radio. The performance of the
adopted spectrum sensing method is very important. When the primary user and the …