Title
Target Localization Using Instrumental Variable Method In Sensor Network
Abstract
An instrumental variable (IV) based linear estimator is proposed for effective target localization in sensor network by using time-difference-of-arrival (TDOA) measurement. Although some linear estimation approaches have been proposed in much literature, the target localization based on TDOA measurement still has a room for improvement. Therefore, we analyze the estimation errors of existing localization estimators such as the well-known quadratic correction least squares (QCLS) and the robust least squares (RoLS), and demonstrate advantages of the proposition by comparing the estimation errors mathematically and showing localization results through simulation. In addition, a recursive form of the proposition is derived to consider a real time application.
Year
DOI
Venue
2013
10.1587/transcom.E96.B.1202
IEICE TRANSACTIONS ON COMMUNICATIONS
Keywords
Field
DocType
target localization, time-difference-of-arrival (TDOA), instrumental variable (IV), robust least squares (RoLS), quadratic correction least squares (QCLS)
Mathematical optimization,Computer science,Instrumental variable,Real-time computing,Wireless sensor network,Distributed computing
Journal
Volume
Issue
ISSN
E96B
5
0916-8516
Citations 
PageRank 
References 
0
0.34
6
Authors
4
Name
Order
Citations
PageRank
Yong Hwi Kim113.52
Ka Hyung Choi2151.79
Tae Sung Yoon3207.54
Jin Bae Park41351102.77