Robust Direction of Arrival (DOA) Estimation Using RBF Neural Network in Impulsive Noise Environment

@inproceedings{Tang2005RobustDO,
  title={Robust Direction of Arrival (DOA) Estimation Using RBF Neural Network in Impulsive Noise Environment},
  author={Hong Tang and Tianshuang Qiu and Sen Li and Ying Guo and Wenrong Zhang},
  booktitle={ISNN},
  year={2005}
}
The DOA problem in impulsive noise environment is approached as a mapping which can be modeled using a radial-basis function neural network (RBFNN). To improve the robustness, the input pairs are preprocessed by Fractional Low-Order Statistics (FLOS) technique. The performance of this network is compared to that of the FLOM-MUSIC for both uncorrelated and… CONTINUE READING