Title :
Consensus-Based Distributed Fusion for Networked Antiaircraft Fire Control System
Author :
Changcheng Wang ; Guoqing Qi ; Yinya Li ; Andong Sheng
Author_Institution :
Sch. of Autom., Nanjing Univ. of Sci. & Technol., Nanjing, China
Abstract :
Renovation of networked campaign modality results in the development of networked antiaircraft fire control system. The traditional network antiaircraft fire control system usually needs a fusion center for target tracking and decision, which would not be suitable for system expansion and may easily suffer from packet loss. Inspired by applications of multi-agent consensus theories, we propose a novel framework of distributed air defense fire control system. Track fusion based on Consensus-Kalman filter technique is put forward, and the filter structure is designed for open architecture and flexibility. The packet loss between the sub-systems is also considered. The proposed structure can be scalable and robust for applications. The illustrative numerical example is provided to demonstrate the usefulness and flexibility of the proposed approach.
Keywords :
Kalman filters; aircraft control; distributed control; multi-agent systems; networked control systems; sensor fusion; target tracking; weapons; consensus-Kalman filter technique; consensus-based distributed fusion; distributed air defense fire control system; filter structure; fusion center; multiagent consensus theory; networked antiaircraft fire control system; networked campaign modality renovation; open architecture; packet loss; target tracking; track fusion; Algorithm design and analysis; Control systems; Filtering theory; Fires; Radar tracking; Target tracking; consensus; filtering; multi-agent; networked fire control system; track fusion;
Conference_Titel :
Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
Conference_Location :
Shiyang
DOI :
10.1109/ICCIS.2013.299