Title :
Delay-Optimal Channel Selection Method for Wireless Cognitive Networks
Author :
Sun Wujian ; Dai Weiguo ; Zhang Lei ; Liu Yang ; Li Ou
Abstract :
Driven by government policy and advanced front-end radio technologies, cognitive radio offers an ever-promising future in the next generation communication system. Due to the random characteristics of primary users, it is impossible to fully describe the activity feature in terms of time and space, rendering opportunity access unsafe to primary user. In order to minimize interference to primary users and find available channel as fast as possible, a history knowledge based algorithm is proposed in this work, which compound historical information with current observed information. Random early detection (RED) algorithm, which proves to be efficient in active queue management (AQM) for switching fabrics, is introduced to help select the desirable channel. In order to further suppress the collision probability, all the channels are sorted according to availability. Simulation results show that, compared with completely random spectrum selection method, the proposed RED-based channel access method gives better performance in terms of channel selection delay.
Keywords :
cognitive radio; delays; government policies; interference suppression; next generation networks; probability; queueing theory; radio networks; radiofrequency interference; random processes; switching networks; telecommunication network management; wireless channels; AQM; RED algorithm; active queue management; advanced front-end radio technology; collision probability suppression; completely random spectrum selection method; compound historical information; delay-optimal channel selection method; government policy; history knowledge based algorithm; interference minimization; next generation communication system; primary user; random early detection algorithm; switching fabrics; wireless channel; wireless cognitive radio network; Artificial neural networks; Availability; Cognitive radio; Delay; History; Probability; channel selection delay; cognitive networks; proactive channel selection; random early detection;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2012 Second International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-5034-1
DOI :
10.1109/IMCCC.2012.268