An MC-CDMA signal equalization and detection scheme based on support vector machines

@article{Rahman2004AnMS,
  title={An MC-CDMA signal equalization and detection scheme based on support vector machines},
  author={S. A. Rahman and Masato Saito and M. Okada and Hiroshi Yamamoto},
  journal={1st International Symposium onWireless Communication Systems, 2004.},
  year={2004},
  pages={11-15}
}
In this paper, we propose a novel nonlinear signal equalization and detection scheme applying the support vector machine (SVM) technique for downlink multicarrier code division multiple access (MC-CDMA) systems. The SVM is gaining popularity in the field of pattern classification due to its promising empirical performance, moderate computation complexity and its strong mathematical foundation. In the proposed scheme, the SVM-based equalizer is trained with the frequency domain received signal… CONTINUE READING

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