Robust Array Beamforming With Sidelobe Control Using Support Vector Machines

@article{CaballeroGaudes2004RobustAB,
  title={Robust Array Beamforming With Sidelobe Control Using Support Vector Machines},
  author={C{\'e}sar Caballero-Gaudes and Ignacio Santamar{\'i}a and Javier V{\'i}a and Enrique Masgrau and T. S. Paules},
  journal={IEEE 5th Workshop on Signal Processing Advances in Wireless Communications, 2004.},
  year={2004},
  pages={258-262}
}
Robust beamforming is a challenging task in a number of applications (radar, sonar, wireless communications, etc.) due to strict restrictions on the number of available snapshots, signal mismatches, or calibration errors. We present a new approach to adaptive beamforming that provides increased robustness against the mismatch problem as well as additional control over the sidelobe level. We generalize the conventional linearly constrained minimum variance cost function by including a… CONTINUE READING
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