Abstract: A powerful machine learning detector based on the k-nearest neighbors (KNN) algorithm is proposed to overcome system impairments. The zero-dispersion link (ZDL), dispersion managed link (DML ...

However, the sample distribution of KNN algorithm is uneven or the sample size is too large, which affects the accuracy and efficiency of the algorithm. To solve this problem, the KNN algorithm is ...