Title :
GPS/INS integration in a S&A algorithm based on aircraft performances estimation
Author :
Melega, Marco ; Lazarus, Samuel ; Savvaris, Al ; Tsourdos, Antonios
Author_Institution :
Dept. of Eng. Phys., Cranfield Univ., Cranfield, UK
Abstract :
In this paper the fusion between the data derived from the Global Positioning System (GPS) and the Inertial navigation System (INS) is integrated in a Sense And Avoid (S&A) system for Unmanned Aerial Vehicle (UAV) to increase its performances. The avoidance manoeuvre is defined in order to provide a minimum separation between the ownship and all the other agents during its overall execution in multiple flying threats scenarios. This is achieved by aiding the GPS measurements with the INS to estimate the ownship position using an Extended Kalman Filter (EKF) which uses a linear error model to estimate the errors in the INS states. The resolution manoeuvre are defined as step variations in the heading angle and altitude commands of the Flight Path Control System (FPCS). The value of these commands is optimised in order to get the minimum step command value necessary to keep a minimum predefined separation between the ownship and all the threats.
Keywords :
Global Positioning System; Kalman filters; air traffic control; autonomous aerial vehicles; collision avoidance; error statistics; estimation theory; inertial navigation; EKF; FPCS; GPS measurement; Global Positioning System; INS; S&A algorithm; UAV; aircraft performances estimation; avoidance manoeuvre; error estimation; extended Kalman filter; flight path control system; inertial navigation system; linear error model; minimum step command value; multiple flying threats scenario; ownship position; resolution manoeuvre; sense and avoid system; unmanned aerial vehicle; Acceleration; Aircraft navigation; Estimation; Global Positioning System; Kalman filters; Position measurement;
Conference_Titel :
Control & Automation (MED), 2013 21st Mediterranean Conference on
Conference_Location :
Chania
Print_ISBN :
978-1-4799-0995-7
DOI :
10.1109/MED.2013.6608770