scholarly journals Data Mining Applied to Cognitive Radio Systems

10.5772/51824 ◽  
2012 ◽  
Author(s):  
Lilian Freitas ◽  
Yomara Pires ◽  
Jefferson Morais ◽  
Joo Costa ◽  
Aldebaro Klautau
Keyword(s):  
Data Mining ◽  
Cognitive Radio ◽  
Cognitive Radio Systems ◽  
Radio Systems

Anomalies Detection Based on the ROC Analysis using Classifiers in Tactical Cognitive Radio Systems: A survey

2016 ◽  
Vol 5 (3) ◽  
pp. 105
Author(s):  
Ahmed Moumena
Keyword(s):  
Machine Learning ◽  
Data Mining ◽  
Cognitive Radio ◽  
Anomaly Detection ◽  
Roc Curve ◽  
Roc Analysis ◽  
Operating Characteristic ◽  
Roc Curves ◽  
Cognitive Radio Systems ◽  
Radio Systems

Receiver operating characteristic (ROC) curve is an important technique for organizing classifiers and visualizing their performance in tactical systems in the presence of jamming signal. ROC curves are commonly used to evaluate the performance of classifiers for anomalies detection. This paper gives a survey of ROC analysis based on the anomaly detection using classifiers for using them in research. In recent years have been increasingly adopted in the machine learning and data mining research communities. This survey gives definitions of the anomaly detection theory and how to use one ROC curve, what a ROC curve, when we use ROC curves.

Achievable Capacity of Closed/Open-Access Cognitive Radio Systems Coexisting with a Macro Cellular Systems

2012 ◽  
Vol E95-B (4) ◽  
pp. 1190-1197
Author(s):  
Hiromasa FUJII ◽  
Hiroki HARADA ◽  
Shunji MIURA ◽  
Hidetoshi KAYAMA
Keyword(s):  
Cognitive Radio ◽  
Open Access ◽  
Cellular Systems ◽  
Cognitive Radio Systems ◽  
Radio Systems ◽  
Macro Cellular

scholarly journals Modified covariance Frobenius norm detector for cognitive radio systems

2011 ◽  
Vol 8 (10) ◽  
pp. 762-766 ◽  
Author(s):  
Ming Jin ◽  
Youming Li ◽  
Qi Zeng
Keyword(s):  
Cognitive Radio ◽  
Frobenius Norm ◽  
Cognitive Radio Systems ◽  
Radio Systems

Spatial Opportunity for Cognitive Radio Systems with Heterogeneous Path Loss Conditions

2007 ◽  
Author(s):  
Kentaro Nishimori ◽  
Rocco Di Taranto ◽  
Hiroyuki Yomo ◽  
Petar Popovski ◽  
Yasushi Takatori ◽  
...  
Keyword(s):  
Cognitive Radio ◽  
Path Loss ◽  
Cognitive Radio Systems ◽  
Radio Systems
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