Introduction The 5th generation (5G) mobile communication and Beidou navigation system (BDS) antennas of offshore small maritime unmanned vehicles (SMUV) are shaken by waves and winds in harsh sea conditions, resulting in poor stability in positioning trajectory tracking and varying degrees of impulse noise in pseudo-range measurements. Methods Therefore, A Kalman filter algorithm combining approximate message passing (AMP) an...