Title :
Global estimation of rigid-body attitude/position using a single landmark and biased velocity measurements
Author :
Moeini, Amir ; Namvar, Mehrzad
Author_Institution :
Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
Abstract :
In this paper we propose an observer for attitude and position estimation of a rigid body using data provided by rate gyros, Doppler sensors and a single landmark measurement. Under an observability condition which depends on landmark position, asymptotic convergence of the observer is proved. The initial attitude and position estimates can assume any values and hence the convergence is in global sense. We extend the observer for the case of non-ideal translational and angular velocity measurements. Simulation examples demonstrate position and attitude estimation in two cases: a single moving landmark, and three fixed landmarks.
Keywords :
angular velocity measurement; convergence; mobile robots; observability; observers; robot kinematics; shear modulus; Doppler sensors; asymptotic convergence; biased velocity measurements; convergence; fixed landmarks; global rigid-body attitude estimation; global rigid-body position estimation; landmark position; nonideal angular velocity measurements; nonideal translational measurements; observability condition; observer; rate gyros; single-landmark measurement; single-moving landmark; Convergence; Estimation error; Observability; Observers; Sensors; Vectors;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7039458