On Reducing the Complexity of Tone-Reservation Based PAPR Reduction Schemes by Compressive Sensing

@article{AlSafadi2009OnRT,
  title={On Reducing the Complexity of Tone-Reservation Based PAPR Reduction Schemes by Compressive Sensing},
  author={Ebrahim B. Al-Safadi and Tareq Y. Al-Naffouri},
  journal={GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference},
  year={2009},
  pages={1-6}
}
In this paper, we describe a novel design of a Peak-to-Average-Power-Ratio (PAPR) reducing system, which exploits the relative temporal sparsity of Orthogonal Frequency Division Multiplexed (OFDM) signals to detect the positions and amplitudes of clipped peaks, by partial observation of their frequency content at the receiver. This approach uses recent advances in reconstruction of sparse signals from rank-deficient projections using convex programming collectively known as compressive sensing… CONTINUE READING
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