The underwater dynamic environment RSSI ranging filtering algorithm

Abstract

This paper presents a KM-DF ranging correction filtering algorithm based on K-means clustering algorithm. The combination of the KM-DF algorithm and SINS technology enables the rapid separation of normal and outlier values of ranging based on the motion state of AUV. Simulation results demonstrate a 12% improvement in ranging accuracy compared to the traditional algorithm.