Probability and statistics with reliability, queuing and computer science applications
Probability and statistics with reliability, queuing and computer science applications
Fitting world-wide web request traces with the EM-algorithm
Performance Evaluation - Special issue: Internet performance and control of network systems
Opportunistic spectrum access for energy-constrained cognitive radios
IEEE Transactions on Wireless Communications
Measurement based capacity scavenging via whitespace modeling in wireless networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Temporal spectrum sharing based on primary user activity prediction
IEEE Transactions on Wireless Communications
Cognitive Medium Access: Constraining Interference Based on Experimental Models
IEEE Journal on Selected Areas in Communications
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Assuming that Secondary Users (SU) have channel occupancy data (channel idle and busy durations) of Primary Users (PU), this paper presents a methodology to fit primary channel occupancy data to a distribution. Then we show how SUs can opportunistically transmit in the white spaces based on residual white space distribution while keeping probability of interference (with the PUs) below a predefined threshold. We also present analytical formulation for the average throughput of the secondary user and validate it through simulation. Our simulation results show that using the proposed methodology, SU's transmission always remains below the interference threshold and the channel efficiency increases with minimal impact on PU application performance for low values of interference threshold.