Title :
Impact of colinearity of sensors selected for location estimation
Author :
Sadaphal, Vaishali P. ; Jain, Bijendra N.
Author_Institution :
Syst. Res. Lab., Tata Res. Dev. & Design Centre, Pune, India
Abstract :
We consider estimating the location of a target moving in a 2D plane by combining distance measurements from multiple sensors. Given that available energy in sensors is at a premium, it is desirable that energy be conserved by selecting fewer number of sensors that measure distance and communicate to the central tracker. We propose heuristics on the basis of which a handful of sensors may be selected. In this paper, we present one of the heuristic. The particular heuristic discussed at length is based on colinearity of sensors. In this paper, we provide a formal and theoretical basis for arriving at the heuristic and evaluate its utility.
Keywords :
distance measurement; sensor fusion; target tracking; distance measurement; location estimation; moving target; sensor colinearity; sensor energy; Distance measurement; Estimation error; Measurement errors; Measurement uncertainty; Sensors; Target tracking; Uncertainty;
Conference_Titel :
High Performance Computing (HiPC), 2010 International Conference on
Conference_Location :
Dona Paula
Print_ISBN :
978-1-4244-8518-5
Electronic_ISBN :
978-1-4244-8519-2
DOI :
10.1109/HIPC.2010.5713162