Title :
Airborne sensor and perception management: A conceptual approach for surveillance UAS
Author :
Russ, Martin ; Stütz, Peter
Author_Institution :
Inst. of Flight Syst., Univ. der Bundeswehr Munchen, Munich, Germany
Abstract :
In this article, we present the concept of an integrated perception and sensor management function for airborne platforms with a focus on optimal resource allocation considering domain driven requirements. It is especially designed for small UAVs, where the shortage of weight, space and power has to be addressed. We propose a dynamic composition of algorithmic chains from individual perception modules in order to satisfy given perceptional tasks. A toy problem in the area of road vehicle tracking and detection is used to explain the resulting system in detail, consisting mainly of a Perception Solver, Processing Coordinator and Result Validator.
Keywords :
airborne radar; autonomous aerial vehicles; image sensors; mobile robots; object detection; object tracking; radar detection; radar imaging; radar tracking; resource allocation; road vehicle radar; search radar; telerobotics; visual perception; UAV; airborne sensor; algorithmic chains; domain driven requirements; dynamic composition; integrated perception management; optimal resource allocation; perception solver; perceptional tasks; processing coordinator; road vehicle detection; road vehicle tracking; sensor management function; surveillance UAS; Automation; Hardware; Laser radar; Payloads; Roads; Surveillance; Vehicles; UAV; active vision; airborne sensor platform; perception-sensor management; resource allocation; sensor virtualization; task based guidance;
Conference_Titel :
Information Fusion (FUSION), 2012 15th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-0417-7
Electronic_ISBN :
978-0-9824438-4-2