Title :
A probabilistic conflict detection algorithm in terminal area based on three-dimensional Brownian motion
Author :
Lei Shi ; Renbiao Wu
Author_Institution :
Sch. of Electron. Inf. Eng., Tianjin Univ., Tianjin, China
Abstract :
In this paper, two common encounter geometries of aircrafts in terminal area are discussed. Probabilistic modes for aircraft motions are developed based on three-dimensional Brownian motion. The two common encounter geometries can be expressed in the same formula. After the non-orthogonal and orthogonal transformations, three-dimensional Brownian motion is standardized and the formula is simplified to derive the analytical solution. The conflict probability is equal to the probability that a standard three-dimensional Brownian motion hits a time-varying region. An approximation algorithm is given based on Bachelier-Levy theorem to get the analytical expression of conflict probability.
Keywords :
Brownian motion; air traffic control; aircraft; approximation theory; probability; Bachelier-Levy theorem; air traffic controllers; aircraft motions; approximation algorithm; common encounter geometry; conflict probability; nonorthogonal transformations; orthogonal transformations; probabilistic conflict detection algorithm; terminal area; three-dimensional Brownian motion; time-varying region; air traffic controllers; probabilistic conflict detection; terminal area; three-dimensional Brownian motion;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6492037