Title :
On the rate of error propagation in multihop range-based localization
Author :
Huang, Baoqi ; Yu, Changbin ; Anderson, Brian D O
Author_Institution :
The Australian National University, Canberra, ACT 2600, Australia
Abstract :
Error propagation is a greatly complicated problem arising in multihop sensor localization. In this paper, we focus on how certain key factors in a sensor network affect error propagation for a restricted range-based localization scenario and obtain the significant conclusion that localization errors measured by the Mean Squared Error are propagated at the rate of the cube of the minimal hop count to anchors. A simulation analysis based on actual localization processes and the Cramér-Rao Lower Bound verifies this result.
Keywords :
Cramér-Rao Lower Bound; Error analysis; Nonlinear estimation; Range-based localization;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX, USA
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5496176