Learning probabilistic trajectory models of aircraft in terminal airspace from position data

ST Barratt, MJ Kochenderfer… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Models for predicting aircraft motion are an important component of modern aeronautical
systems. These models help aircraft plan collision avoidance maneuvers and help conduct …

Airspace encounter models for estimating collision risk

MJ Kochenderfer, MWM Edwards… - Journal of Guidance …, 2010 - arc.aiaa.org
RIGOROUS analysis of a collision avoidance system is required before deployment in the
airspace due to the potentially catastrophic consequences of error in their operation. Civil …

Multi-rotor aircraft collision avoidance using partially observable Markov decision processes

ER Mueller, M Kochenderfer - AIAA Modeling and Simulation …, 2016 - arc.aiaa.org
This paper presents an extension to the ACAS X collision avoidance algorithm to multirotor
aircraft capable of using speed changes to avoid close encounters with neighboring aircraft …

Game theoretic modeling of pilot behavior during mid-air encounters

R Lee, D Wolpert - Decision Making with Imperfect Decision Makers, 2012 - Springer
We show how to combine Bayes nets and game theory to predict the behavior of hybrid
systems involving both humans and automated components. We call this novel framework …

Identification and Quantification of Contributing Factors to the Criticality of Aircraft Loss of Separation

L Serrano-Mira, M Pérez Maroto, ES Ayra… - Aerospace, 2022 - mdpi.com
A Mid-Air Collision (MAC) is a fatal event with tragic consequences. To reduce the risk of a
MAC, it is imperative to understand the precursors that trigger it. A primary precursor to a …

A Quantitative Approach to Air Traffic Safety at Very Low Levels

X Olive, P Le Blaye - Engineering Proceedings, 2022 - mdpi.com
A safe integration of drone operations at very low levels, especially for beyond visual line-of-
sight operations, must come with proper modeling of the mid-air collision risk at lower …

An algorithm for conflict detection in dense traffic using ADS-B

M Gariel, F Kunzi, RJ Hansman - 2011 IEEE/AIAA 30th Digital …, 2011 - ieeexplore.ieee.org
In this paper, we propose a novel algorithm for traffic situation awareness and alerting using
ADS-B. The objective of the system is to alert pilots of incoming potential collisions or …

Dynamic protection zone alerting and pilot maneuver logic for ground based sense and avoid of unmanned aircraft systems

D Maki, C Parry, K Noth, M Molinario… - Infotech@ Aerospace …, 2012 - arc.aiaa.org
Unmanned Aircraft Systems (UAS) will require a Sense and Avoid (SAA) capability to
integrate in the National Airspace System. To evaluate potential concepts of operation, the …

Risk-based supervisory guidance for detect and avoid involving small unmanned aircraft systems

SX Fang - 2018 - research.library.mun.ca
A formidable barrier for small Unmanned Aircraft Systems (UAS) to be integrated into civil
airspace is that small UAS currently lack the ability to Detect and Avoid (DAA) other aircraft …

[PDF][PDF] A Framework for Analyzing Unmanned Aircraft System Integration into the National Airspace System Using a Target Level of Safety Approach

RV Melnyk - 2013 - researchgate.net
[THESIS TITLE GOES HERE] Page 1 A FRAMEWORK FOR ANALYZING UNMANNED
AIRCRAFT SYSTEM INTEGRATION INTO THE NATIONAL AIRSPACE SYSTEM USING A …