Title :
Design Considerations for a Heterogeneous Network of Bearings-only Sensors using Sensor Management
Author :
Kaplan, Lance M. ; Cevher, Volkan
Author_Institution :
U.S. Army Res. Lab., Adelphi
Abstract :
This paper presents a design characterization of heterogeneous sensor networks with the goal of geolocation accuracy. It is assumed that the network exploits sensor management to conserve node power usage. We focus on bearings-only sensor networks consisting of acoustic and imaging modalities. Each available node modality is a bearings-only sensor of varying capability. The optimal mixture of modalities is discussed under the constraint of the overall network cost. Finally, simulations verify the theory and demonstrate design choices.
Keywords :
sensor fusion; wireless sensor networks; acoustic modalities; bearings-only sensors; geolocation accuracy; heterogeneous network; imaging modalities; sensor fusion; sensor management; Acoustic sensors; Batteries; Costs; NIST; Resource management; Robustness; Sensor fusion; Sensor phenomena and characterization; Surveillance; Uncertainty; Poisson point process; Sensor networks; sensor fusion;
Conference_Titel :
Aerospace Conference, 2007 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
1-4244-0524-6
Electronic_ISBN :
1095-323X
DOI :
10.1109/AERO.2007.353080