Location Accuracy of INS/Gravity-Integrated Navigation System on the Basis of Ocean Experiment and Simulation

• Published in: Sensors (Basel, Switzerland) Vol. 17; no. 12; p. 2961
• Main Authors: Wang, Hubiao, Wu, Lin, Chai, Hua, Bao, Lifeng, Wang, Yong
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 20.12.2017; MDPI
• Subjects: Accuracy; Adaptive algorithms; Adaptive filters; Computer simulation; Experiments; Filtration; Gravimetric analysis; Gravity anomalies; INS/gravity-integrated navigation system; Kalman filters; marine gravity anomaly; matching location accuracy; multi-model adaptive Kalman filtering; Navigation systems; ocean experiment; Quantitative analysis; Satellites; simulation; INS/gravity-integrated navigation system; matching location accuracy; ocean experiment; marine gravity anomaly; simulation; multi-model adaptive Kalman filtering
• ISSN: 1424-8220; 1424-8220
• DOI: 10.3390/s17122961

An experiment comparing the location accuracy of gravity matching-aided navigation in the ocean and simulation is very important to evaluate the feasibility and the performance of an INS/gravity-integrated navigation system (IGNS) in underwater navigation. Based on a 1' × 1' marine gravity anomaly reference map and multi-model adaptive Kalman filtering algorithm, a matching location experiment of IGNS was conducted using data obtained using marine gravimeter. The location accuracy under actual ocean conditions was 2.83 nautical miles (n miles). Several groups of simulated data of marine gravity anomalies were obtained by establishing normally distributed random error N ( u , σ 2 ) with varying mean u and noise variance σ 2 . Thereafter, the matching location of IGNS was simulated. The results show that the changes in u had little effect on the location accuracy. However, an increase in σ 2 resulted in a significant decrease in the location accuracy. A comparison between the actual ocean experiment and the simulation along the same route demonstrated the effectiveness of the proposed simulation method and quantitative analysis results. In addition, given the gravimeter (1-2 mGal accuracy) and the reference map (resolution 1' × 1'; accuracy 3-8 mGal), location accuracy of IGNS was up to reach ~1.0-3.0 n miles in the South China Sea.