Journal
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
Volume 58, Issue 4, Pages 2067-2071Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TVT.2008.2003079
Keywords
Generalized Gaussian distribution (GGD); moment method; shape parameter; ultrawide bandwidth (UWB)
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Four new moment-based estimators are proposed for the shape parameter of the generalized Gaussian distribution. The new moment-based estimators have simple structures. They also outperform previous known moment-based estimators when the true value of the shape parameter is small. Simulation results show that in some cases, the estimation error in the proposed moment-based estimators is less than half of the error observed in current moment-based estimators.
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