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An analytical solution for the complete sensor network attitude estimation problem
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DOI：10.1016/j.sigpro.2012.08.025.png)
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Sensor network attitude estimation problem consists in retrieving the attitude of each multi-axis sensor of a distributed network knowing some relative attitudes between pairs of sensors. The attitude of a sensor is its orientation in an absolute axis system. We present an analytical method for solving the sensor network attitude problem using quaternion formalism which allows to apply tools from linear algebra. The proposed algorithm allows to solve the problem when all of the pairwise relative attitudes are known. A complete characterization of the algorithm is established: spatial complexity, time complexity and robustness. The performance of our algorithm is illustrated by numerical simulations and by real experiments. (C) 2012 Elsevier B.V. All rights reserved.
Keyword:
Attitude estimation
Quaternionic methods
Inertial sensors
期刊
IF:
3.6
论文数:
10.0K
被引数:
1.7W
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Singular value decomposition of quaternion matrices: a new tool for vector-sensor signal processing.png)
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