Title :
Two-rate neural control of TUAV with coaxial rotor and ducted fan configuration for enhanced situational awareness
Author :
Astrov, Igor ; Pedai, Andrus ; Gordon, Boris
Author_Institution :
Dept. of Comput. Control, Tallinn Univ. of Technol., Tallinn, Estonia
Abstract :
This paper focuses on a critical component of the situational awareness (SA), the control of autonomous vertical flight for tactical unmanned aerial vehicle (TUAV). With the SA strategy, we proposed a two-rate flight control procedure using two autonomous control subsystems to address the dynamics variation and performance requirement difference in initial and final stages of flight trajectory for an unmanned helicopter model with coaxial rotor and ducted fan configuration. This control strategy for chosen model of TUAV has been verified by simulation of flight maneuvers using software package Simulink and demonstrated good performance for fast stabilization of engines during flight, consequently, fast SA with economy in energy can be asserted during search-and-rescue operations.
Keywords :
aircraft control; autonomous aerial vehicles; fans; military aircraft; mobile robots; neurocontrollers; rotors; software packages; stability; telerobotics; SA strategy; Simulink; TUAV; autonomous control subsystems; autonomous vertical flight; coaxial rotor; ducted fan configuration; dynamics variation; engine stabilization; enhanced situational awareness; flight maneuvers simulation; flight trajectory; search-and-rescue operations; software package; tactical unmanned aerial vehicle; two-rate flight control procedure; two-rate neural control; unmanned helicopter model; Autoregressive processes; Control systems; Equations; Helicopters; Mathematical model; Rotors; Unmanned aerial vehicles; Coaxial rotors; NARMA-L2 neurocontroller; ducted fan; situational awareness; tactical unmanned aerial vehicle;
Conference_Titel :
ELEKTRO, 2012
Conference_Location :
Rajeck Teplice
Print_ISBN :
978-1-4673-1180-9
DOI :
10.1109/ELEKTRO.2012.6225630