DocumentCode
261792
Title
Estimation of time to point of closest approach for collision avoidance and separation systems
Author
Dunthorne, James ; Wen-Hua Chen ; Dunnett, Sarah
Author_Institution
Loughborough Univ., Loughborough, UK
fYear
2014
fDate
9-11 July 2014
Firstpage
646
Lastpage
651
Abstract
This paper proposes a method for estimating the amount of time until the point of closest approach (TPCA) between two aircraft. A range of simple methods which use derivatives to estimate the time to collision are analysed. These methods are only accurate when the angle subtended between the direction of the relative velocity vector, and the bearing of the intruder aircraft is small. An extended method is developed which calculates the exact TPCA from relative distance and bearing measurements. Representative levels of Gaussian white noise are introduced to the core equation variables for both the derivative and extended methods. It is found that as we increase the value of θ, the extended method´s accuracy increases beyond that of the derivative method. A fusion algorithm is developed to switch between methods and is shown to perform well for a range of conflicts. When the relative velocity between the two aircraft is small, the signal to noise ratio on the relative velocity variable reduces causing large errors to the TPCA estimation. It is therefore concluded that at a certain relative velocity threshold, Vk (dependant on sensor and filter performance) both the derivative and extended TPCA estimation methods would become undesirable as risk estimators. It is suggested that in these situations distance could be better to use since it can be measured directly.
Keywords
Gaussian noise; aircraft; collision avoidance; white noise; Gaussian white noise; TPCA estimation; bearing measurements; collision avoidance; core equation variables; derivative estimation methods; extended estimation methods; filter performance; fusion algorithm; intruder aircraft; relative distance; relative velocity threshold; relative velocity vector; representative levels; risk estimators; sensor; separation systems; time until the point of closest approach; Aircraft; Atmospheric modeling; Collision avoidance; Estimation; Switches; Uncertainty; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Control (CONTROL), 2014 UKACC International Conference on
Conference_Location
Loughborough
Type
conf
DOI
10.1109/CONTROL.2014.6915215
Filename
6915215
Link To Document