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This article evaluates an artificial intelligence (AI)-based Automatic Ground Collision Avoidance System (AGCAS) designed for advanced jet trainers to enhance operational effectiveness. In the continuously evolving field of aerospace…

机器学习 · 计算机科学 2026-04-28 Seyyid Osman Sevgili , Atahan Cilan , Mahir Demir , Özgün Can Yürütken , Ümit Can Bekar

The design of aircraft collision avoidance algorithms is a subtle but important challenge that merits the need for provable safety guarantees. Obtaining such guarantees is nontrivial given the unpredictability of the interplay of the…

计算机科学中的逻辑 · 计算机科学 2022-11-23 Rachel Cleaveland , Stefan Mitsch , André Platzer

Traffic collision avoidance systems (TCAS) are used in order to avoid incidences of mid-air collisions between aircraft. We present a game-theoretic approach of a TCAS designed for autonomous unmanned aerial vehicles (UAVs). A variant of…

机器人学 · 计算机科学 2016-03-18 Michalis Smyrnakis , Jonathan M. Aitken , Sandor M. Veres

Traffic Collision Avoidance Systems (TCAS) are safety-critical systems required on most commercial aircrafts in service today. However, TCAS was not designed to account for malicious actors. While in the past it may have been infeasible for…

信号处理 · 电气工程与系统科学 2020-06-29 Paul M. Berges , Basavesh Ammanaghatta Shivakumar , Timothy Graziano , Ryan Gerdes , Z. Berkay Celik

Aircraft collision avoidance systems is critical to modern aviation. These systems are designed to predict potential collisions between aircraft and recommend appropriate avoidance actions. Creating effective collision avoidance systems…

This technical report presents the detailed implementation of a Collision Avoidance System (CAS) for Unmanned Aerial Vehicles (UAVs), developed as a case study to demonstrate a rigorous methodology for achieving DO-178C compliance in…

New methodologies will be needed to ensure the airspace remains safe and efficient as traffic densities rise to accommodate new unmanned operations. This paper explores how unmanned free-flight traffic may operate in dense airspace. We…

机器学习 · 计算机科学 2019-12-24 Sheng Li , Maxim Egorov , Mykel Kochenderfer

Interest in unmanned aerial system (UAS) powered solutions for 6G communication networks has grown immensely with the widespread availability of machine learning based autonomy modules and embedded graphical processing units (GPUs). While…

机器人学 · 计算机科学 2021-12-06 Nicholas Polosky , Tyler Gwin , Sean Furman , Parth Barhanpurkar , Jithin Jagannath

Collision avoidance is a key factor in enabling the integration of unmanned aerial vehicle into real life use, whether it is in military or civil application. For a long time there have been a large number of works to address this problem;…

系统与控制 · 计算机科学 2015-09-01 Hung Pham , Scott A. Smolka , Scott D. Stoller , Dung Phan , Junxing Yang

We study a novel principle for safe and efficient collision avoidance that adopts a mathematically elegant and general framework abstracting as much as possible from the controlled vehicle's dynamics and of its environment. Vehicle dynamics…

系统与控制 · 电气工程与系统科学 2020-10-06 Qiang Wang , Dachuan Li , Joseph Sifakis

Safety-critical failures often have fatal consequences in aerospace control. Control systems on aircraft, therefore, must ensure the strict satisfaction of safety constraints, preferably with formal guarantees of safe behavior. This paper…

系统与控制 · 电气工程与系统科学 2025-01-29 Tamas G. Molnar , Suresh K. Kannan , James Cunningham , Kyle Dunlap , Kerianne L. Hobbs , Aaron D. Ames

This paper presents a novel collision avoidance method for general ellipsoids based on control barrier functions (CBFs) and separating hyperplanes. First, collision-free conditions for general ellipsoids are analytically derived using the…

机器人学 · 计算机科学 2025-07-28 Zeming Wu , Lu Liu

This paper studies the collision avoidance problem for autonomous multiple fixedwing UAVs in the complex integrated airspace. By studying and combining the online path planning method, the distributed model predictive control algorithm, and…

机器人学 · 计算机科学 2020-06-01 Yajing Wang , Xiangke Wang , Shulong Zhao , Lincheng Shen

Aircraft collision avoidance systems have long been a key factor in keeping our airspace safe. Over the past decade, the FAA has supported the development of a new family of collision avoidance systems called the Airborne Collision…

In this paper, a novel closed-loop control framework for autonomous obstacle avoidance on a curve road is presented. The proposed framework provides two main functionalities; (i) collision free trajectory planning using MPC and (ii) a…

系统与控制 · 电气工程与系统科学 2020-04-20 Shayan Taherian , Shilp Dixit , Umberto Montanaro , Saber Fallah

Autonomous collision avoidance requires accurate environmental perception; however, flight systems often possess limited sensing capabilities with field-of-view (FOV) restrictions. To navigate this challenge, we present a safety-aware…

机器人学 · 计算机科学 2024-03-22 Ryan M. Bena , Chongbo Zhao , Quan Nguyen

Autonomous emergency steering (AES) systems have the promising potential to further reduce traffic fatalities with other (potentially vulnerable) traffic participants by using relatively small lateral deviations to realize collision-free…

最优化与控制 · 数学 2022-12-26 Chris van der Ploeg , Ron Wouters , Mart Baars , Anh-Lam Do , François Fauvel

Advanced Driver Assistance Systems (ADAS) and Advanced Driving Systems (ADS) are key to improving road safety, yet most existing implementations focus primarily on the vehicle ahead, neglecting the behavior of following vehicles. This…

机器人学 · 计算机科学 2025-04-29 Dianwei Chen , Yaobang Gong , Xianfeng Yang

Avoiding collisions between obstacles and vehicles such as cars, robots or aircraft is essential to the development of automation and autonomy. To simplify the problem, many collision avoidance algorithms and proofs consider vehicles to be…

机器人学 · 计算机科学 2022-07-18 Nishant Kheterpal , Elanor Tang , Jean-Baptiste Jeannin

We design and experimentally evaluate a hybrid safe-by-construction collision avoidance controller for autonomous vehicles. The controller combines into a single architecture the respective advantages of an adaptive controller and a…

机器人学 · 计算机科学 2021-03-30 Qiang Wang , Xinlei Zheng , Jiyong Zhang , Joseph Sifakis
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