Compressive MUSIC: A Missing Link Between Compressive Sensing and Array Signal Processing

@article{Kim2010CompressiveMA,
  title={Compressive MUSIC: A Missing Link Between Compressive Sensing and Array Signal Processing},
  author={Jongmin Kim and Ok Kyun Lee and Jong Chul Ye},
  journal={CoRR},
  year={2010},
  volume={abs/1004.4398}
}
The multiple measurement vector (MMV) problem addresses the identification of unknown input vectors that share common sparse support. Even though MMV problems have been traditionally addressed within the context of sensor array signal processing, the recent trend is to apply compressive sensing (CS) due to its capability to estimate sparse support even with an insufficient number of snapshots, in which case classical array signal processing fails. However, CS guarantees the accurate recovery in… CONTINUE READING

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