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24 May 2011INS aided by an acoustic wireless sensor network and magnetometer
The objective of this paper is to develop the theory for integrating magnetometer measurements with an existing inertial
navigation system (INS) aided by an acoustic wireless sensor network. The system without magnetometer measurements
provides position information reliably. However, in the absence of dynamic motion the orientation errors are not
observable using the sensor network, which only provides position information. The magnetometer provides consistent
observability of the orientation. The measurement model needed to estimate the orientation errors using the
magnetometer is derived in this paper. This measurement model is integrated with measurements from the acoustic
sensor network into a complimentary Kalman filter that is used to estimate the error states of an INS.
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Nicholas A. Baine, Pratikkumar Desai, Kuldip S. Rattan, "INS aided by an acoustic wireless sensor network and magnetometer," Proc. SPIE 8061, Wireless Sensing, Localization, and Processing VI, 80610M (24 May 2011); https://doi.org/10.1117/12.887153