Title :
Second order cone programming for robust localization in mobile sensor networks
Author :
Shirazi, Ghasem Naddafzadeh ; Lampe, Lutz
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
Abstract :
In this paper we define a robust second order cone programming (SOCP) convex optimization for the improvement of localization and tracking accuracy in mobile sensor networks. We focus on two applications, namely formation control and tracking the nodes on the boundaries, and use the properties which are specific to SOCP in order to adjust and predict the location of nodes for a better localization and tracking accuracy. We perform several numerical simulations to confirm the effectiveness of our heuristic algorithms.
Keywords :
convex programming; mobile radio; tracking; SOCP convex optimization; formation control; heuristic algorithms; mobile sensor networks; numerical simulations; robust localization; second order cone programming; tracking accuracy; Accuracy; Mobile communication; Mobile computing; Mobile robots; Robot sensing systems; Robustness;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2013 IEEE
Conference_Location :
Atlanta, GA
DOI :
10.1109/GLOCOMW.2013.6825187