DocumentCode
3296542
Title
Analyzing error propagation in range-based multihop sensor localization
Author
Huang, Baoqi ; Yu, Changbin ; Anderson, Brian D O
Author_Institution
Res. Sch. of Inf. Sci. & Eng., Australian Nat. Univ., Canberra, ACT, Australia
fYear
2009
fDate
15-18 Dec. 2009
Firstpage
865
Lastpage
870
Abstract
Location information for sensors in wireless sensor networks (WSNs) is essential to many tasks. If sensors are mobile and are to be controlled to certain locations, localizability is indispensable. In a noisy environment, locations must be estimated, and the question of location error and its magnitude becomes important. Error is a function of the positioning and density of anchors in a WSN, and the error can propagate (i.e. increase) as sensors progressively more distant from anchors are localized. Understanding the semi-quantitative rules governing error propagation is quite helpful to designing WSNs and improving performances of localization systems. This paper deals with error propagation in 1-dimensional WSNs with noisy range measurements in terms of the Crame¿r-Rao lower bound. Factors influencing error propagation are investigated carefully, and a divide and conquer method is presented to analyze error propagation in WSNs.
Keywords
mobile radio; wireless sensor networks; Cramer-Rao lower bound; WSN; error propagation; location information; noisy range measurements; range-based multihop sensor localization; semiquantitative rules; wireless sensor networks; Australia; Covariance matrix; Error analysis; Parameter estimation; Power engineering and energy; Protocols; Routing; Target tracking; Wireless sensor networks; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location
Shanghai
ISSN
0191-2216
Print_ISBN
978-1-4244-3871-6
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2009.5399710
Filename
5399710
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