Title :
Opportunistic Spectrum Access via Periodic Channel Sensing
Author :
Zhao, Qianchuan ; Geirhofer, Stefan ; Tong, Lang ; Sadler, Brian M.
Author_Institution :
Tsinghua Univ., Beijing
Abstract :
The problem of opportunistic access of parallel channels occupied by primary users is considered. Under a continuous-time Markov chain modeling of the channel occupancy by the primary users, a slotted transmission protocol for secondary users using a periodic sensing strategy with optimal dynamic access is proposed. To maximize channel utilization while limiting interference to primary users, a framework of constrained Markov decision processes is presented, and the optimal access policy is derived via a linear program. Simulations are used for performance evaluation. It is demonstrated that periodic sensing yields negligible loss of throughput when the constraint on interference is tight.
Keywords :
Markov processes; access protocols; channel allocation; interference (signal); radiocommunication; resource allocation; channel occupancy; channel utilization; constrained Markov decision process; continuous-time Markov chain modeling; dynamic spectrum access; linear program; opportunistic spectrum access; optimal access policy; parallel channels; periodic channel sensing; resource allocation; slotted transmission protocol; Access protocols; Collaborative work; Design optimization; Frequency; Government; Interference constraints; Resource management; Throughput; Traffic control; Wireless LAN; Constrained Markov decision processes; dynamic spectrum access; resource allocation;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2007.907867