A new feature extraction algorithm based on entropy cloud characteristics of communication signals

J Li, J Guo - Mathematical problems in engineering, 2015 - Wiley Online Library
Identifying communication signals under low SNR environment has become more difficult
due to the increasingly complex communication environment. Most relevant literatures …

FPGA implementation and performance study of spectrum sensing based on entropy estimation using cyclic features

S Srinu, SL Sabat - Computers & Electrical Engineering, 2012 - Elsevier
This work presents a spectrum sensing technique based on the entropy of frequency domain
autocorrelation of receiving signal at different cyclic frequencies. The performance of the …

Spectrum sensing for cognitive radios with unknown noise variance and time-variant fading channels

S Li, M Sun, YC Liang, B Li, C Zhao - IEEE Access, 2017 - ieeexplore.ieee.org
The unknown noise variance and time-variant fading channels make the spectrum sensing
design a challenging task for cognitive radios. Most existing sensing methods suffer from the …

基于指数熵的认知无线电频谱感知算法

李一兵, 常国彬, 叶方 - 吉林大学学报(工学版), 2014 - xuebao.jlu.edu.cn
/0123 !"#$456!78 Page 1 ! " # $ %& & % $ '( ( ) ! $ *) !+ + + $ !"#$ &, $ - . $% / !+&+' +( $ !"#$+0
)*+,-. &, $ / . /0123 !"#$456!78 !"#$% &'()*+# ,-#%./0123456789:; <=>?=@A Á Â BC D :E#;)FGHBC …

Optimal entropy-based cooperative spectrum sensing for maritime cognitive radio networks

W Ejaz, GA Shah, N Hasan, HS Kim - Entropy, 2013 - mdpi.com
Maritime cognitive radio networks (MCRNs) have recently been proposed for opportunistic
utilization of the licensed band. Spectrum sensing is one of the key issues for the successful …

Stage Spectrum Sensing Technique for Cognitive Radio Network Using Energy and Entropy Detection

MB Usman, RS Singh, S Rajkumar… - Wireless Power Transfer, 2022 - cambridge.org
The radio spectrum is one of the world's most highly regulated and limited natural resources.
The number of wireless devices has increased dramatically in recent years, resulting in a …

Blind spectrum sensing for cognitive radio over time-variant multipath flat-fading channels

C Zhao, M Sun, B Li, L Zhao, X Peng - EURASIP Journal on Wireless …, 2014 - Springer
Cognitive radio has more extensive application in recent years, and it may operate in
complex wireless environmental condition such as communication systems with time-variant …

Joint detection scheme for spectrum sensing over time‐variant flat fading channels

M Sun, B Li, Q Song, L Zhao, C Zhao - IET Communications, 2014 - Wiley Online Library
As the application scope of cognitive radio grows continuously, time‐variant flat fading
(TVFF) channels become common in practical spectrum sensing scenarios. Unfortunately …

Cooperative wideband sensing based on entropy and cyclic features under noise uncertainty

S Srinu, SL Sabat - IET Signal Processing, 2013 - Wiley Online Library
Spectrum sensing is a key component to realise the cognitive radio. The main requirements
of spectrum sensing are the prediction of signal status in multiple frequency bands in a low …

Optimal entropy-based spectrum sensing for cognitive radio networks under severe path loss conditions

W Ejaz, MK Atiq, HS Kim… - … Conference on Cognitive …, 2013 - ieeexplore.ieee.org
Recently maritime cognitive radio network is proposed to provide high bandwidth and low
communication cost for maritime users. Spectrum sensing is one of the key issues to …