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High peak to average power ratio is a major drawback in orthogonal frequency division multiplexing (OFDM) systems. A high PAPR can lead to saturation in the power amplifier and consequently increase spectral spreading, distorts the signal, and reduces power amplifier efficiency. In this paper, we propose a method based on compressed sensing (CS) to recover nonlinearly distorted OFDM signals. The method...