Accession Number : ADA308153
Title : Simulation-Based Validation of Navigation Filter Software for a Shallow Water AUV Navigation System (SANS)
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CA
Personal Author(s) : Steven, Ruediger
PDF Url : ADA308153
Report Date : MAR 1996
Pagination or Media Count : 145
Abstract : Navigation filter software is currently being developed for an inertial navigation system without rotating gyros. This system shall replace the navigation system that is currently used in the Phoenix Autonomous Underwater Vehicle of the Naval Postgraduate School. The filter combines acceleration sensors, angular rate sensors, a water speed sensor, a magnetic compass and a GPS system. The harmonization of the sensors is performed by gain matrices. The filter code must be tested for correctness and evaluated, and optimal values for the gain matrices must be found. Both factors directly influence the accuracy of the computed positions, and thus the quality of AUV navigation. in this thesis, the Kalman filter code is tested by experimentation with a simulation of a submarine. Two versions of the code are available, both written in LISP and C++. Test runs are performed in different simulated sea-states (water current), with and without noise added to the sensors, and with different values for the gain matrices. Based on the experiments, the Kalman filter code seems to be correct and stable. Noise is the most important determinant of the filter performance. The results can be optimized by careful fine tuning of the gain matrices.
Descriptors : *COMPUTER PROGRAMS, *COMPUTERIZED SIMULATION, *UNDERWATER VEHICLES, *SHALLOW WATER, *INERTIAL NAVIGATION, *SUBMARINE MODELS, TEST AND EVALUATION, KINEMATICS, WATER FLOW, ROBOTICS, OPTIMIZATION, DETECTORS, VALIDATION, ACCELEROMETERS, WATER, RATES, KALMAN FILTERING, ACCURACY, THESES, CODING, GLOBAL POSITIONING SYSTEM, TUNING, SELF OPERATION, AUTONOMOUS NAVIGATION, COMPASSES, MAGNETIC DEVICES, VELOCIMETERS, ROTATION, GYROSCOPES, ANGULAR MOTION.
Subject Categories : Computer Programming and Software
Underwater and Marine Navigation and Guidance
Distribution Statement : APPROVED FOR PUBLIC RELEASE