On Spectrum Sensing Optimal Design in Spatial-Temporal Domain for Cognitive Radio Networks
Authors: Marino F., Paura L., Savoia R.
Autors Affiliation: Univ Naples Federico II, Dept Elect Engn & Informat Technol, I-80138 Naples, Italy; CNR, INO, Pozzuoli, Italy
Abstract: A key issue in spectrum sensing design is the optimization of sensing time, namely, the sensing time that maximizes the transmission throughput achievable by cognitive users (CUs), while limiting the interference against the primary user (PU). In a mobile network scenario, this issue becomes more challenging than that associated with the traditional case (i.e., stationary scenario) since, in addition to the temporal PU activity, the spatial effects due to the relative mobility between the PUs and CUs have to be taken into account as well. In fact, the mobility can deeply influence the percentage of discovered spectral opportunities (that is, the spectrum holes that the CUs can exploit), as well as affect the transmission throughput achievable by the CU. To account for the PU temporal activity, as well as the mobility effects, optimization is performed jointly in temporal and spatial domains, namely, by considering the impact of sensing accuracy on the actual transmission throughput achievable by a CU. More specifically, a theoretical analysis is carried out for an arbitrary network mobility model to prove the existence of a single optimal sensing time that maximizes the mobility-aware sensing-enabled throughput achievable by a CU. Then, the theoretical analysis is validated through extensive simulations carried out by considering two widely adopted mobility models. The theoretical analysis, together with the numerical analysis, provide the guidelines for the spectrum sensing design by showing how the optimal sensing time depends on the parameters characterizing the adopted mobility model, the PU temporal activity, and radio environments.
Journal/Review: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
Volume: 65 (10) Pages from: 8496 to: 8510
KeyWords: Cognitive radio (CR); mobility; sensing accuracy; spatial and temporal domains; spectrum sensingDOI: 10.1109/TVT.2015.2505087Citations: 5data from “WEB OF SCIENCE” (of Thomson Reuters) are update at: 2023-02-05References taken from IsiWeb of Knowledge: (subscribers only)Connecting to view paper tab on IsiWeb: Click hereConnecting to view citations from IsiWeb: Click here