Lancaster EPrints

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

Full text not available from this repository.

Abstract

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
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 55989
Deposited By: ep_importer_pure
Deposited On: 19 Jul 2012 17:17
Refereed?: No
Published?: Published
Last Modified: 10 Apr 2014 01:15
Identification Number:
URI: http://eprints.lancs.ac.uk/id/eprint/55989

Actions (login required)

View Item