A comparison of MDS-MAP and non-linear regression

Ellis, C. and Hazas, M. (2010) A comparison of MDS-MAP and non-linear regression. In: Indoor Positioning and Indoor Navigation (IPIN), 2010 International Conference on. IEEE Publishing, pp. 1-6. ISBN 978-1-4244-5862-2

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For locating a set of stationary devices, algorithms such as MDS-MAP have been favoured by the sensor network community. This is generally because of their low computational complexity. Whilst comparisons for complexity and performance have been done for other algorithms, non-linear regression (NLR) has been neglected. The authors find that it is not much more expensive than MDS-MAP, yet can yield significantly better accuracy for sensor network localisation.

Item Type: Contribution in Book/Report/Proceedings
Uncontrolled Keywords: /dk/atira/pure/researchoutput/libraryofcongress/qa75
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 55989
Deposited By: ep_importer_pure
Deposited On: 19 Jul 2012 16:17
Refereed?: Yes
Published?: Published
Last Modified: 01 Jan 2020 05:32
URI: https://eprints.lancs.ac.uk/id/eprint/55989

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