Energy Detection-Based Spectrum Sensing over Fisher-Snedecor F Fading Channels

IEEE Global Communications Conference(2018)

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摘要
This paper investigates the performance of energy detection-based spectrum sensing over Fisher-Snedecor F fading channels. To this end, an analytical expression for the corre- sponding average detection probability is firstly derived and then this is extended to account for collaborative spectrum sensing. The complementary receiver operating characteristics (ROC) are analyzed for different conditions of the average signal-to- noise ratio (SNR), time-bandwidth product, multipath fading, shadowing and number of collaborating users. It is shown that the energy detection performance is strongly linked to the severity of the multipath fading and amount of shadowing, whereby even small variations in either of these physical phenomena significantly impact the detection probability. Also, the versatile modeling capability of the Fisher-Snedecor F distribution is verified in the context of energy detection based spectrum sensing as it provides considerably more accurate characterization than the conventional Rayleigh fading model. To confirm the validity of the analytical results presented in this paper, we compare them with the results of some simulations.
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关键词
energy detection-based spectrum sensing,Fisher-Snedecor F fading channels,average detection probability,collaborative spectrum sensing,energy detection performance,multipath fading,Fisher-Snedecor F distribution,energy detection based spectrum sensing,receiver operating characteristics,signal-to-noise ratio,conventional Rayleigh fading model
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