Strategic Joining and Optimal Pricing in the Cognitive Radio System With Delay-Sensitive Secondary Users

• Published in: IEEE transactions on cognitive communications and networking Vol. 3; no. 3; pp. 298 - 312
• Main Authors: Jinting Wang, Yu Zhang, Li, Wei Wayne
• Format: Journal Article
• Language: English
• Published: IEEE 01.09.2017
• Subjects: Cognitive radio; Cognitive radio ad hoc networks; Delays; Dynamic spectrum access; Nash equilibrium; Pricing; Servers; social optimization
• ISSN: 2332-7731; 2332-7731
• DOI: 10.1109/TCCN.2017.2723900

The transmission times with generally random distributed for both primary user (PU) and secondary user (SU) in a cognitive radio system with a single PU band is investigated. To characterize the random access protocols of wireless networks, a retrial queueing system is employed to model the decentralized and centralized behavior of SUs. Based on the tradeoff between the service reward and the delay cost, each SU must decide whether to join or balk the system upon arrival based on different levels of information provided by the system. Two situations in which SUs have no information or partially observable information are studied. In each situation, two kinds of strategies are considered: 1) individual equilibrium strategies (i.e., non-cooperative strategies) that maximize SUs' own profit and 2) socially optimal strategies (i.e., cooperative strategies) that maximize the expected social welfare. Moreover, comparisons are carried out between these two kinds of strategies. The results indicate that the equilibrium joining probability in the non-cooperative case is not less than the optimal joining probability in the cooperative case. To regulate the SUs' behavior, an equilibrium pricing scheme is proposed to make these strategies coincide. In addition, we observe that the expected delay and the mean number of SUs in the system only depend on the first two moments of the SU's transmission time. Numerical examples also show that the partially observable queue is more profitable from the perspective of the social planner.