Title :
RAU allocation for secondary users in cognitive WLAN over Fiber system: A HMM approach
Author :
Zhang, Heli ; Ji, Hong ; Li, Xi
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Large-scale multi-AP WLANs with a high density of users and access points (APs) have emerged widely in various hotspots, where intra-cell interference is detrimental to the performance of WLANs. In order to mitigate the interference, a new system called cognitive WLAN over Fiber is presented in recent years. In this paper, based on Hidden Markov Modeling (HMM) detector´s spectrum detection for Primary Users (PUs), we model the RAU allocation problem for CWLANoF not only to maximize the overall system capacity, but also to guarantee PUs´ transmission. In order to cope with this problem, RAU allocation based on Antenna Allocation for Maximizing System Capacity (RAMSC) algorithm is proposed with low computation complexity, using local search. Finally, extensive simulation results illustrate that the proposed RAMSC algorithm significantly enhances the overall system capacity and guarantees the transmission of PUs in density CWLANoF systems.
Keywords :
cognitive radio; hidden Markov models; radio-over-fibre; radiofrequency interference; wireless LAN; RAMSC algorithm; RAU allocation problem; antenna allocation; cognitive WLAN; fiber system; hidden Markov modeling detectors spectrum detection; intracell interference; large-scale multiAP WLAN; primary users; secondary users; Hidden Markov models; Interference; Resource management; Transmitting antennas; Vectors; Wireless LAN; Blind Spectrum Detection; CWLANoF; HMM; RAMSC; RAU allocation;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0436-8
DOI :
10.1109/WCNC.2012.6214002