Multirate systems and filter banks
Multirate systems and filter banks
Parallel and Distributed Computation: Numerical Methods
Parallel and Distributed Computation: Numerical Methods
NeXt generation/dynamic spectrum access/cognitive radio wireless networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Experimental study of spectrum sensing based on energy detection and network cooperation
TAPAS '06 Proceedings of the first international workshop on Technology and policy for accessing spectrum
A survey of spectrum sensing algorithms for cognitive radio applications
IEEE Communications Surveys & Tutorials
GUEST EDITORIAL - COGNITIVE RADIOS FOR DYNAMIC SPECTRUM ACCESS
IEEE Communications Magazine
Multicarrier communication techniques for spectrum sensing and communication in cognitive radios
IEEE Communications Magazine
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In this paper, we investigate dynamic adaptation of the spectrum sensing threshold in cognitive radio systems. We use a filter bank approach for spectrum sensing, in which the available spectrum is divided into sub-bands, and obtain the optimal threshold values by minimizing the corresponding spectrum sensing error subject to constraints on the probabilities of missed detection and false alarms for each sub-bands. Furthermore, we propose a gradient descent based algorithm for threshold adaptation in dynamic scenarios, and provide numerical results obtained from simulations, these show how the proposed algorithm adjusts the threshold dynamically to minimize the spectrum sensing error subject to specified constraints.