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Closed-form solution of absolute orientation using unit quaternions

by Berthold K. P. Horn - J. Opt. Soc. Am. A , 1987
"... Finding the relationship between two coordinate systems using pairs of measurements of the coordinates of a number of points in both systems is a classic photogrammetric task. It finds applications in stereophotogrammetry and in robotics. I present here a closed-form solution to the least-squares pr ..."
Abstract - Cited by 989 (4 self) - Add to MetaCart
. These exact results are to be preferred to approximate methods based on measurements of a few selected points. The unit quaternion representing the best rotation is the eigenvector associated with the most positive eigenvalue of a symmetric 4 X 4 matrix. The elements of this matrix are combinations of sums

An Extended Kalman Filter for Quaternion-Based Orientation Estimation Using MARG Sensors

by Joã Luís Marins, Xiaoping Yun, Eric R. Bachmann, Robert McGhee, Michael J. Zyda , 2001
"... This paper presents an extended Kalman filter for real-time estimation of rigid body orientation using the newly developed MARG (Magnetic, Angular Rate, and Gravity) sensors. Each MARG sensor contains a three-axis magnetometer, a three-axis angular rate sensor, and a three-axis accelerometer. The fi ..."
Abstract - Cited by 59 (2 self) - Add to MetaCart
. The filter represents rotations using quaternions rather than Euler angles, which eliminates the long-standing problem of singularities associated with attitude estimation. A process model for rigid body angular motions and angular rate measurements is defined. The process model converts angular rates

Quaternion-based backstepping control of relative attitude in a spacecraft formation

by Raymond Kristiansen, Per Johan Nicklasson, Jan Tommy Gravdahl - In Proc. of 45th IEEE Conference on Decision & Control , 2006
"... In this paper we present a solution to the problem of controlling relative attitude in a leader-follower spacecraft formation, with focus on the rotation path for the follower spacecraft. Mathematical models of relative attitude kinematics and dynamics are presented, and a nonlinear control law desi ..."
Abstract - Cited by 4 (2 self) - Add to MetaCart
In this paper we present a solution to the problem of controlling relative attitude in a leader-follower spacecraft formation, with focus on the rotation path for the follower spacecraft. Mathematical models of relative attitude kinematics and dynamics are presented, and a nonlinear control law

Nonlinear Observer for GNSS-Aided Inertial Navigation with Quaternion-Based Attitude Estimation

by Håvard Fjær Grip, Thor I. Fossen, Tor A. Johansen, Ali Saberi
"... Abstract — For applications with limited computational capacity, observers designed based on nonlinear stability theory offer an alternative to computationally demanding extended Kalman filters. In this paper, we present a semiglobally stable nonlinear observer for estimating position, velocity, att ..."
Abstract - Cited by 2 (2 self) - Add to MetaCart
, attitude, and gyro bias by combining a GNSS receiver with an inertial measurement unit including a magnetometer. Previous work by the authors on this topic was based on local navigation equations that ignored the Earth’s rotation and curvature. Moreover, the attitude was represented by an over

Quaternion-based reorientation conditions for molecular dynamics analyses, Molecular Physics 55

by G S Pawley , M T Dover , 1985
"... The need for a formal definition of a reorientation event in molecular dynamics simulations is recognised, and this is furnished through the quaternion formalism. Any rotation can be represented by a unit fourdimensional vector, and the general vector representing a molecule's orientation must ..."
Abstract - Cited by 2 (0 self) - Add to MetaCart
The need for a formal definition of a reorientation event in molecular dynamics simulations is recognised, and this is furnished through the quaternion formalism. Any rotation can be represented by a unit fourdimensional vector, and the general vector representing a molecule's orientation

Implementation and experimental results of a quaternion-based Kalman filter for human body motion tracking

by Xiaoping Yun, Eric R. Bachmann - in Proc. IEEE Int. Conf. Robot. Autom , 2005
"... Abstract—Real-time tracking of human body motion is an im-portant technology in synthetic environments, robotics, and other human–computer interaction applications. This paper presents an extended Kalman filter designed for real-time estimation of the orientation of human limb segments. The filter p ..."
Abstract - Cited by 54 (1 self) - Add to MetaCart
the Quest algorithm produces a computed quaternion input for the filter. This preprocessing reduces the dimension of the state vector and makes the mea-surement equations linear. Real-time implementation and testing results of the quaternion-based Kalman filter are presented. Experimental results validate

Pose And Motion Estimation From Vision Using Dual Quaternion-Based Extended Kalman Filtering

by James Samuel Goddard , 1997
"... Determination of relative three-dimensional (3--D) position, orientation, and relative motion between two reference frames is an important problem in robotic guidance, manipulation, and assembly as well as in other fields such as photogrammetry. A solution to this problem that uses two-dimensional ( ..."
Abstract - Cited by 9 (0 self) - Add to MetaCart
uses the iterated extended Kalman filter as an estimator and as a screw representation of the 3--D transformation based on dual quaternions. Dual quaternions provide a means to represent both rotation and translation in a unified notation. The method has been implemented and tes...

Design, Implementation, and Experimental Results of a Quaternion-Based Kalman Filter for Human Body Motion Tracking

by Yun Xiaoping, Xiaoping Yun, Eric R. Bachmann , 2006
"... Abstract—Real-time tracking of human body motion is an im-portant technology in synthetic environments, robotics, and other human–computer interaction applications. This paper presents an extended Kalman filter designed for real-time estimation of the orientation of human limb segments. The filter p ..."
Abstract - Add to MetaCart
the Quest algorithm produces a computed quaternion input for the filter. This preprocessing reduces the dimension of the state vector and makes the mea-surement equations linear. Real-time implementation and testing results of the quaternion-based Kalman filter are presented. Experimental results validate

Long-term Vehicle Motion Prediction

by Christoph Hermes, Christian Wöhler, Konrad Schenk, Franz Kummert
"... Abstract—Future driver assistance systems will have to cope with complex traffic situations, especially in the road crossing scenario. To detect potentially hazardous situations as early as possible, it is therefore desirable to know the position and motion of the ego-vehicle and vehicles around it ..."
Abstract - Cited by 13 (5 self) - Add to MetaCart
it for several seconds in advance. For this purpose, we propose in this study a long-term prediction approach based on a combined trajectory classification and particle filter framework. As a measure for the similarity between trajectories, we introduce the quaternion-based rotationally invariant longest common

On quaternion based parameterization of orientation in computer vision and robotics

by G. Terzakis, P. Culverhouse, G. Bugmann, S. Sharma, R. Sutton , 2014
"... The problem of orientation parameterization for applications in computer vision and robotics is examined in detail herein. The necessary intuition and formulas are provided for direct practical use in any existing algorithm that seeks to minimize a cost function in an iterative fashion. Two distinct ..."
Abstract - Add to MetaCart
distinct schemes of parameterization are analyzed: The first scheme concerns the traditional axis-angle approach, while the second employs stereographic projection from unit quaternion sphere to the 3D real projective space. Performance measurements are taken and a comparison is made between the two
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