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Modified leaky LMS algorithms applied to satellite positioning

Montillet, Jean-Philippe; Yu, Kegen


With the recent advances in the theory of fractional Brownian motion (fBm), this model is used to describe the position coordinate estimates of Global Navigation Satellite System (GNSS) receivers that have long-range dependencies. The Modified Leaky Least Mean Squares (ML-LMS) algorithms are proposed to filter the long time series of the position coordinate estimates, which uses the Hurst parameter estimates to update the filter tap weights. Simulation results using field measurements...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
Source: IEEE Vehicular Technology Conference
DOI: 10.1109/VTCFall.2014.6966056


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