Title :
Dynamic Resource Allocation and Management for level 4 fusion
Author :
Bradley, Thomas C.
Author_Institution :
IDS Adv. Syst., Boeing Co., Seattle, WA, USA
Abstract :
The sensor tasking capability discussed here is part of a resource allocation manager (RAM) that integrates command, control and communications (C3) functions within individual sensor subsystems, among multiple sensors on a platform, and across multiple independent platforms. The RAM contributes significantly to multi-platform interoperability and situation awareness operations. System level functional capabilities include interactive management of kinematic and non-kinematic attribute state estimation accuracies, Situation Assessment, Threat Assessment and data bandwidth management among cooperating sensing platforms. The RAM is innovative state-of-the-art closed-loop surveillance and tracking technology. The same algorithms that manage system level kinematic and identification accuracy also inherently manage sensor modes, bias and misalignment estimation, maintenance schedules, data link bandwidth usage, built-in-test, calibration and even logistics. An overview of the fusion architecture and tracking system in which the RAM is integrated is discussed first, followed by performance analyses using measured and modeled data.
Keywords :
resource allocation; sensor fusion; command, control and communications functions; data bandwidth management; dynamic resource allocation; dynamic resource management; interactive management; level 4 fusion; situation assessment; situation awareness; system level kinematic; threat assessment; Bandwidth; Calibration; Communication system control; Kinematics; Resource management; Scheduling algorithm; Sensor phenomena and characterization; Sensor systems; State estimation; Surveillance; Level 4 fusion; Utility Theory; Value of Information; resource management; sensor tasking; situation assessment;
Conference_Titel :
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
978-0-9824-4380-4