The main challenge of low-cost strap-down inertial navigation systems (SINSs) is time- growing positioning error due to erroneous measurements of micro-electro mechanical …
L Song, P Xu, X He, Y Li, J Hou, H Feng - Electronics, 2023 - mdpi.com
Aiming at the problem of the combined navigation system of on-board GNSS (global navigation satellite system)/SINS (strapdown inertial navigation system), the accuracy of the …
Advances in micro-electro mechanical system (MEMS) technology bring about revolutionary changes in autonomous vehicle navigation. As a new development, strap-down inertial …
The last two decades have shown an increasing trend in the use of positioning and navigation technologies in land vehicles. Most of the present navigation systems incorporate …
Due to weak stand-alone accuracy as well as poor run-to-run stability of micro-electro mechanical system (MEMS)-based inertial sensors, special approaches are required to …
Recently, methods based on Artificial Intelligence (AI) have been suggested to provide reliable positioning information for different land vehicle navigation applications integrating …
The main challenges for integration between low-cost strap-down inertial navigation system (SINS) and global navigation satellite system (GNSS) are to manage the non-Gaussian …
J Wang, Z Ma, X Chen - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Traditional neural network (NN)'s generalization ability is weak, and its prediction accuracy depends heavily on the selection of network structure and training samples, so it cannot be …
Integration of an inertial navigation system (INS) and global positioning system (GPS) assures the reliability and accuracy of navigation solutions compared with standalone GPS …