CR-IoTNet: Machine learning based joint spectrum sensing and allocation for cognitive radio enabled IoT cellular networks

R Ahmed, Y Chen, B Hassan, L Du - Ad Hoc Networks, 2021 - Elsevier
spectrum sensing problem in CR-IoTNet as a composite hypothesis testing problem based
on generalized likelihood ratio test (GLRT) [41], where some parameters are assumed to be …

[PDF][PDF] A review on SDR, spectrum sensing, and CR-based IoT in cognitive radio networks

N Kassri, A Ennouaary, S Bah… - International Journal of …, 2021 - academia.edu
spectrum sensing process is not required and the SUs can transmit the data over the spectrum
even if it … to use in situations when the spectrum usage status of PUs changes rapidly [12]. …

[HTML][HTML] Spectrum sensing for cognitive radio: Recent advances and future challenge

A Nasser, H Al Haj Hassan, J Abou Chaaya… - Sensors, 2021 - mdpi.com
sensing scenarios. In addition, recent SS applications for CR-based Internet of Things and
Wireless Sensors … in Spectrum Sensing as a Service, where the Internet of Things or the …

[HTML][HTML] Fuzzy ELM-based optimal spectrum sensing in CR-IoT network

S Sindhuja, DM Chakkaravarthy, J Selvam - Measurement: Sensors, 2023 - Elsevier
… When the secondary user in the network sends a request for a channel in networking, the
CR-IoT searches for a spectrum hole. The spectrum sensing approach used in this research is …

A reliable energy efficient dynamic spectrum sensing for cognitive radio IoT networks

JA Ansere, G Han, H Wang, C Choi… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
… 1) We investigate dynamic spectrum sensing scenario in CR-IoT networks to improve the …
a reliable dynamic spectrum sensing and maximum channel utilization in CR-IoT networks but …

Multiband spectrum sensing and resource allocation for IoT in cognitive 5G networks

W Ejaz, M Ibnkahla - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
spectrum sensing and resource allocation framework for IoT in … consumption for spectrum
sensing compared to the traditional … of channels to be sensed by each IoT node in multiband …

Enhancing hybrid spectrum access in cr-iot networks: reducing sensing time in low snr environments

NM Hlapisi - Mesopotamian Journal of Computer Science, 2023 - mesopotamian.press
… The suggested approach optimizes the frame structure to achieve an appropriate balance
between reliable spectrum sensing and effective spectrum utilization, thereby enhancing the …

Fast and robust spectrum sensing for cognitive radio enabled iot

Z Idrees, M Usman, HE Gelani, L Zheng - IEEE Access, 2021 - ieeexplore.ieee.org
… when it comes to IoT, including fast and efficient detection of PU. This work presents the
need of CR in IoT and a robust spectrum sensing algorithm for CR-based IoT architecture. …

Energy-efficient spectrum sensing for IoT devices

NN Dao, W Na, AT Tran, DN Nguyen… - IEEE Systems …, 2020 - ieeexplore.ieee.org
sensing) and its implications on the SE. To cope with the uncertainty of wireless environment,
we propose a novel cognitive spectrum sensing … decay featured sensing (PDFS) algorithm. …

Spectrum decision framework to support cognitive radio based IoT in 5G

AN Akhtar, F Arif, AM Siddique - Cognitive Radio in 4G/5G …, 2018 - books.google.com
… mode (HD), ie, it can either transmit or sense at any instant of time [13]. … Hence the spectrum
sensing should be a continuous … tion, ie, a befitting spectrum decision framework is essential. …