Efficient decision fusion for cooperative spectrum sensing based on OR-rule

K Umebayashi, JJ Lehtomaki… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
In this paper, we consider an efficient decision fusion technique for cooperative spectrum
sensing based on the logical OR-rule for dynamic spectrum sharing among primary and …

Smart spectrum for future wireless world

T Fujii, K Umebayashi - IEICE Transactions on Communications, 2017 - search.ieice.org
As the role of wireless communication is becoming more important for realizing a future
connected society for not only humans but also things, spectrum scarcity is becoming …

Soft versus hard cooperative energy detection under low SNR

J Shen, G **e, S Liu, L Zeng, J Gao… - IEICE transactions on …, 2008 - search.ieice.org
Amidst conflicting views about whether soft cooperative energy detection scheme (SCEDS)
outperforms hard cooperative energy detection scheme (HCEDS) greatly in cognitive radio …

[PDF][PDF] Optimal hard decision fusion rule for centralized and decentralized cooperative spectrum sensing in cognitive radio networks

A Rauniyar, JM Jang, SY Shin - Journal of Advances in Computer Networks, 2015 - jacn.net
Cognitive radio (CR) is the key technology for unlicensed secondary users (SUs) to exploit
the unused spectrum of primary users (PUs) via opportunistic spectrum access. In CR …

Signal Modulation Recognition via Bias Adjustment-Based Class Incremental Learning

B Xu, H Wang, B Wu, Z Cui, Z Cao - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is crucial for electronic warfare, spectrum
monitoring, and cognitive radios. Traditional methods, relying on maximum likelihood …

Weighted soft decision for cooperative sensing in cognitive radio networks

MIB Shahid, J Kamruzzaman - 2008 16th IEEE International …, 2008 - ieeexplore.ieee.org
Enhancing the current services or deploying new services operating in RF spectrum
requires more licensed spectrum which may not be provided by the regulatory bodies …

Development of a measurement system for spectrum awareness

K Umebayashi, S Tiiro… - … Conference on 5G for …, 2014 - ieeexplore.ieee.org
Dynamic spectrum access (DSA) is an attractive approach to solve the spectrum scarcity
problem. Among DSA techniques, spectrum overlay is an approach where the spectrum …

Cooperative spectrum sensing using free probability theory

L Wang, B Zheng, Q Meng, C Chen - IEICE transactions on …, 2010 - search.ieice.org
Free probability theory, which has become a main branch of random matrix theory, is a
valuable tool for describing the asymptotic behavior of multiple systems, especially for large …

[PDF][PDF] Efficient techniques for cooperative spectrum sensing in cognitive radio networks

L Khalid - Unpublished PhD thesis, PhD Thesis, Toronto …, 2014 - rshare.library.torontomu.ca
Spectrum sensing is the most important task among others for the effective operation of
cognitive radio networks. Spectrum sensing enables the capability of a cognitive radio to …

Throughput analysis for cooperative sensing in cognitive radio networks

R Muta, R Kohno - 2009 IEEE 20th International Symposium on …, 2009 - ieeexplore.ieee.org
Spectrum sensing, as a key technology in cognitive radio networks, needs to detect signals
from licensed primary radio systems to avoid harmful interference. However, due to the …