TY - GEN
T1 - A self-aligning underwater navigation system based on fusion of multiple sensors including DVL and IMU
AU - Krishnamurthy, P.
AU - Khorrami, F.
PY - 2013
Y1 - 2013
N2 - An adaptive self-aligning underwater navigation system based on data fusion from a set of multiple sensors including a MEMS-based inertial measurement unit (IMU), a Doppler Velocity Log (DVL), a 3-axis magnetic compass, and a pressure sensor for depth measurement is proposed. These sensors are typically included as part of the standard sensory complement in Autonomous Underwater Vehicle (AUV) platforms. A generic estimation framework is developed that addresses both estimation of the kinematic state of the vehicle (including position, velocity, and orientation angles) as well as sensor parameters (including bias/mis-alignment parameters of IMU accelerometer and gyros, compass, and DVL). Detailed noise models of all the considered sensors are addressed in the development of the navigation system. The performance of the proposed system is demonstrated through simulation studies.
AB - An adaptive self-aligning underwater navigation system based on data fusion from a set of multiple sensors including a MEMS-based inertial measurement unit (IMU), a Doppler Velocity Log (DVL), a 3-axis magnetic compass, and a pressure sensor for depth measurement is proposed. These sensors are typically included as part of the standard sensory complement in Autonomous Underwater Vehicle (AUV) platforms. A generic estimation framework is developed that addresses both estimation of the kinematic state of the vehicle (including position, velocity, and orientation angles) as well as sensor parameters (including bias/mis-alignment parameters of IMU accelerometer and gyros, compass, and DVL). Detailed noise models of all the considered sensors are addressed in the development of the navigation system. The performance of the proposed system is demonstrated through simulation studies.
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U2 - 10.1109/ASCC.2013.6606318
DO - 10.1109/ASCC.2013.6606318
M3 - Conference contribution
AN - SCOPUS:84886567627
SN - 9781467357692
T3 - 2013 9th Asian Control Conference, ASCC 2013
BT - 2013 9th Asian Control Conference, ASCC 2013
T2 - 2013 9th Asian Control Conference, ASCC 2013
Y2 - 23 June 2013 through 26 June 2013
ER -