An algorithm for the localization of multiple interfering sperm whales using multi-sensor time difference of arrival |
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Authors: | Baggenstoss Paul M |
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Institution: | Naval Undersea Warfare Center, 1176 Howell Street, Newport, Rhode Island 02841, USA. p.m.baggenstoss@ieee.org |
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Abstract: | In this paper an algorithm is described for the localization of individual sperm whales in situations where several near-by animals are simultaneously vocalizing. The algorithm operates on time-difference of arrival (TDOA) measurements observed at sensor pairs and assumes no prior knowledge of the TDOA-whale associations. In other words, it solves the problem of associating TDOAs to whales. The algorithm is able to resolve association disputes where a given TDOA measurement may fit to more than one position estimate and can handle spurious TDOAs. The algorithm also provides estimates of Cramer-Rao lower bound for the position estimates. The algorithm was tested with real data using TDOA estimates obtained by cross-correlating click-trains. The click-trains were generated by a separate algorithm that operated independently on each sensor to produce click-trains corresponding to a given whale and to reject click-trains from reflected propagation paths. |
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