Abstract: To overcome the accuracy degradation for bearings-only tracking (BOT) under time-varying, unknown process noise, the adaptive square-root continuous-discrete extended Kalman filter (CD-EKF) ...

To address this issue, this study proposes a two-stage encoder transformer (TSE-Transformer) that integrates the Global Navigation Satellite System (GNSS), accelerometers, and environment sensor data ...