DocumentCode :
149811
Title :
Fuzzy channel ranking estimation in cognitive wireless networks
Author :
Romaszko, Sylwia ; Mahonen, P.
Author_Institution :
Inst. for Networked Syst., RWTH Aachen Univ., Aachen, Germany
fYear :
2014
fDate :
6-9 April 2014
Firstpage :
3022
Lastpage :
3027
Abstract :
In an opportunistic spectrum access (OSA) of cognitive radio wireless networks (CRNs), unlicensed secondary users (cognitive radios, CRs) have only partial knowledge of channel parameters (or other users information) and asymmetric spectral opportunities due to time and space varying channel availabilities. Due to the inherent asymmetry and uncertainty of traffic patterns, CRs can have difficulties to determine properly the real usability of unoccupied channels. In this paper we propose a channel ranking algorithm exploiting fuzzy logic (FL) theory. Using current and prior knowledge of channel availability each CR user builds a channel ranking list that serves as an input entry for an asynchronous neighborhood discovery protocol. Since the rendezvous protocol exploits the channel prioritization, and gives more opportunities to better-quality channels, FL-based channel ranking leads to more efficient communications that traditional crisp value based approaches.
Keywords :
channel estimation; cognitive radio; fuzzy logic; protocols; radio networks; telecommunication computing; telecommunication traffic; time-varying channels; wireless channels; CRN; FL theory; OSA; asymmetric spectral opportunity; asynchronous neighborhood discovery protocol; channel parameter; channel prioritization; cognitive radio wireless network; fuzzy channel ranking estimation; fuzzy logic theory; opportunistic spectrum access; rendezvous protocol; secondary user; space varying channel; time-varying channel; traffic pattern uncertainty; Availability; Fuzzy logic; Interference; Sensors; Signal to noise ratio; Usability; Wireless networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2014 IEEE
Conference_Location :
Istanbul
Type :
conf
DOI :
10.1109/WCNC.2014.6952964
Filename :
6952964
Link To Document :
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