2006 · 450 citations · 11 references
EngineeringCommunicationElectrical EngineeringDigital CommunicationInformation TheoryWireless CommunicationsCognitive RadioCooperative CommunicationSignal Detection TheorySpectrum ManagementWireless Channel ModelingWireless NetworksCognitive Radio NetworksEnergy DetectionPrimary User DetectionReceiver NoiseRobust Threshold SchemesSpectrum SensingWireless Communication ChannelsWireless Networking
Spectrum sensing has been identified as a key enabling functionality to ensure that cognitive radios would not interfere with primary users, by reliably detecting primary user signals. Recent research studied spectrum sensing using energy detection and network cooperation via modeling and simulations. However, there is a lack of experimental study that shows the feasibility and practical performance limits of this approach under real noise and interference sources in wireless channels. In this work, we implemented energy detector on a wireless testbed and measured the required sensing time needed to achieve the desired probability of detection and false alarm for modulated and sinewave-pilot signals in low SNR regime. We measured the minimum detectable signal levels set by the receiver noise uncertainties. Our experimental study also measured the sensing improvements achieved via network cooperation, identified the robust threshold rule for hard decision combining and quantified the effects of spatial separation between radios in indoor environments.
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Energy detection of unknown deterministic signals
H. Urkowitz · Proceedings of the IEEE · 1967 · 3.2K citations
IEEE 802.22: the first worldwide wireless standard based on cognitive radios
Carlos Cordeiro, K. Challapali, Dagnachew Birru et al. · 2005 · 797 citations