Proprioception in real-time typically requires high update frequency and low latency while minimizing compromise on sensing accuracy. To achieve high-frequency calculation, an ensembled model was used to create a mapping from the 29 FBG strain data to a grid of 11×7 surface node positions evenly distributed along the shape sensor (Figure. 2a).