Robust adaptive threshold for control of false alarms

@article{Sarma2001RobustAT,
  title={Robust adaptive threshold for control of false alarms},
  author={Ashwin Sarma and D. W. Tufts},
  journal={IEEE Signal Processing Letters},
  year={2001},
  volume={8},
  pages={261-263}
}
The thresholding of univariate test statistics for signal detection is considered for the case in which the pertinent probability distributions are not known but some training data is available. A distribution-free method for setting the threshold is derived. This threshold value maintains the average probability of false alarm (Pfa) at a fixed level and can be applied to noise/clutter data from any underlying probability distribution. Detection and false alarm performance are evaluated for the… CONTINUE READING