Model-based localization using vertical line arrays

Model-based localization using vertical line arrays

Dullaart, Bob (TU Delft Electrical Engineering, Mathematics and Computer Science)

Leus, G.J.T. (mentor)
von Benda-Beckmann, A.M. (graduation committee)
Fioranelli, F. (graduation committee)

Delft University of Technology

2020-12-18

On land, localization or ranging is typically performed by using electromagnetic waves. In an underwater environment, this becomes difficult, as electromagnetic waves dampen out fast. As a solution often acoustic waves are used to perform localization. Because of the complexity of underwater acoustic propagation, an acoustic propagation model is used of which the predicted output for different candidate locations is compared to the measurements. Methods to localize low-frequency sound sources with widely spaced receivers have been thoroughly studied in literature. More recently, also for high-frequency sources and receivers with a line-array structure successful localization has been demonstrated. In this thesis, the typical methods used to achieve this are gathered and typical challenges of these methods are identified. Based on these challenges, a new method is proposed, in an attempt to reduce the effects caused by these challenges and thus improve the localization performance. Also, Gibbs sampling is used to perform Bayesian inversion on the localization problem and simultaneously estimate environmental parameters. The results show that a high-frequency acoustic source at a range of 1500-2000m in an ocean environment with a depth of ∼ 200 meters can be localized by using the proposed method, including an accurately estimated tilt of the receiver array.

ocean
localization
model-based
acoustic
acoustics

http://resolver.tudelft.nl/uuid:d523241b-1a79-49bb-ac60-962d88a1a6d2

Student theses

master thesis

© 2020 Bob Dullaart