The performance evaluation of a spectrum sensing implementation using an automatic modulation classification detection method with a Universal Software Radio Peripheral

► The paper proposed a new sensing method using automatic modulation classification (AMC). ► The AMC was developed using artificial neural network. ► The proposed spectrum sensing method performed favorably well with energy detection method. ► The study reveals that a single detection method is possible if a feature common to all radio signals is used.