The autonomous navigation technology of INS has always attracted the attention many scholars. In satellite-denied environment, making full use auxiliary sensors with characteristics can suppress dynamic error generated by in effectively. However, like an odometer (OD) and laser doppler velocimeter (LDV) will cause instability to system. To solve above problems, we propose improved inerital-base...