Keyword : partially observable Markov decision process (POMDP)


Optimal Channel-Sensing Scheme for Cognitive Radio Systems Based on Fuzzy Q-Learning
Fereidoun H. PANAHI Tomoaki OHTSUKI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2014/02/01
Vol. E97-B  No. 2 ; pp. 283-294
Type of Manuscript:  Special Section PAPER (Special Section on Technologies for Effective Utilization of Spectrum White Space)
Category: 
Keyword: 
cognitive radio (CR)partially observable Markov decision process (POMDP)Fuzzy Q-Learning (FQL)Baum-Welch Algorithm (BWA)
 Summary | Full Text:PDF(2.2MB)

A POMDP Based Distributed Adaptive Opportunistic Spectrum Access Strategy for Cognitive Ad Hoc Networks
Yichen WANG Pinyi REN Zhou SU 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2011/06/01
Vol. E94-B  No. 6 ; pp. 1621-1624
Type of Manuscript:  Special Section LETTER (Special Section on New Generation Mobile and Sensor Networking and Future Networks)
Category: 
Keyword: 
cognitive radioopportunistic spectrum accesspartially observable Markov decision process (POMDP)optimal stopping
 Summary | Full Text:PDF(270.1KB)