Title :
Suppressing RF front-end nonlinearities in wideband spectrum sensing
Author :
Rebeiz, Eric ; Ghadam, Ali Shahed Hagh ; Valkama, Mikko ; Cabric, Danijela
Author_Institution :
Univ. of California, Los Angeles, Los Angeles, CA, USA
Abstract :
As a result of wideband analog front-end, wideband spectrum sensing techniques are prone to suffer from RF non-linearities. Intermodulation products due to strong subbands or carriers stemming from low noise amplifier nonlinearities, can easily degrade the spectrum sensing performance by causing false alarms and degrading the detection probability. We analyze the effects of third-order nonlinearities on both energy detectors and cyclostationary detectors under front-end nonlinearities. We show that the presence of strong blockers in the wideband channel can substantially degrade the sensing performance of both detectors, and energy detectors loose their advantage over cyclostationary detectors. Then, we propose an adaptive interference cancellation algorithm to compensate for the effect of the blockers at any subband of interest. The obtained results also show that when compensation is enabled, cyclostationary detector is more robust to moderate blocker signal levels than the corresponding energy detector.
Keywords :
broadband networks; interference suppression; probability; radio spectrum management; radiofrequency interference; wireless channels; RF front-end nonlinearities; adaptive interference cancellation algorithm; blocker signal levels; cyclostationary detectors; detection probability; energy detectors; false alarms; intermodulation products; low noise amplifier nonlinearities; spectrum sensing performance; subbands; third-order nonlinearities; wideband analog front-end; wideband channel; wideband spectrum sensing; Baseband; Detectors; Radio frequency; Receivers; Signal to noise ratio; Wideband;
Conference_Titel :
Cognitive Radio Oriented Wireless Networks (CROWNCOM), 2013 8th International Conference on
Conference_Location :
Washington, DC
DOI :
10.1109/CROWNCom.2013.6636799