Research Article

A DOA Estimation Method Based on an Improved Transformer Model for Uniform Linear Arrays with Low SNR

Table 3

Source number uncertainty DOA estimation accuracy and Hausdorff distance.

AlgorithmKMean Max Accuracy (%)

CNN10.400.40100
20.344.899.84
34.19.886.32

The proposed method10.400.40100
20.375.399.80
33.24.492.85