Aircraft Conflict Detection and Avoidance through Interacting Multiple Model (IMM) Estimation
Abstract
The practical problem of tracking a maneuvering aircraft during flight has always been a crucial task in order to safeguard airborne assets from unknown threats. Therefore, the need for an efficient target detection and identification technique is substantial and growing. The multiple model (MM) estimation have proven to be one of the most reliable and accurate among various filtering algorithms. In this paper we will implement the Interacting Multiple Model (IMM) estimation technique for the aforementioned purpose of target identification. This target's motion, though defined by predefined dynamics, is obscured due to the noises from tracking sensors. The algorithm intends to predict the location of target and provide feedback maneuver to the reference aircraft in order to avoid a conflict.
Cite
@article{arxiv.2409.13782,
title = {Aircraft Conflict Detection and Avoidance through Interacting Multiple Model (IMM) Estimation},
author = {Raja Manish and David Webster},
journal= {arXiv preprint arXiv:2409.13782},
year = {2024}
}