TRAJECTORY PREDICTION FOR LOW-COST COLLISION AVOIDANCE SYSTEMS

被引:0
作者
Baumgartner, Thomas Ivar [1 ]
Maeder, Urban [1 ]
机构
[1] Swiss Fed Inst Technol, Automat Control Lab, Zurich, Switzerland
来源
2009 IEEE/AIAA 28TH DIGITAL AVIONICS SYSTEMS CONFERENCE, VOLS 1-3 | 2009年
关键词
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
In this paper, a novel algorithm for estimation, filtering and prediction of glider and light aircraft trajectories based on GPS measurements is introduced. The algorithm uses Interacting Multiple Model (IMM) filters to detect specific maneuvers such as turning, circling or straight flight. An integrated wind model allows for quick estimation of local wind fields and helps achieving consistent prediction quality in windy conditions. The algorithm is shown to perform well compared to algorithms currently used in the FLARM (R) collision avoidance system, particularly in windy conditions.
引用
收藏
页码:143 / 150
页数:8
相关论文
共 50 条
[21]   On the Use of Low-Cost Radar Networks for Collision Warning Systems Aboard Dumpers [J].
Gonzalez-Partida, Jose-Tomas ;
Leon-Infante, Francisco ;
Blazquez-Garcia, Rodrigo ;
Burgos-Garcia, Mateo .
SENSORS, 2014, 14 (03) :3921-3938
[22]   Velocity Obstacle Based 3D Collision Avoidance Scheme for Low-Cost Micro UAVs [J].
Choi, Myungwhan ;
Rubenecia, Areeya ;
Shon, Taeshik ;
Choi, Hyo Hyun .
SUSTAINABILITY, 2017, 9 (07)
[23]   A real-time model predictive position control with collision avoidance for commercial low-cost quadrotors [J].
Dentler, Jan ;
Kannan, Somasundar ;
Mendez, Miguel Angel Olivares ;
Voos, Holger .
2016 IEEE CONFERENCE ON CONTROL APPLICATIONS (CCA), 2016,
[24]   Trajectory options for low-cost missions to asteroids [J].
Sims, JA ;
Longuski, JM ;
Staugler, AJ .
ACTA ASTRONAUTICA, 1997, 41 (11) :731-737
[25]   Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance [J].
Xie, Xu ;
Zhang, Chi ;
Zhu, Yixin ;
Wu, Ying Nian ;
Zhu, Song-Chun .
2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, :13693-13700
[26]   Collision Avoidance Norms In Trajectory Planning [J].
Nair, Sujit ;
Kobilarov, Marin .
2011 AMERICAN CONTROL CONFERENCE, 2011, :4667-4672
[27]   Low-cost scalable discretization, prediction, and feature selection for complex systems [J].
Gerber, S. ;
Pospisil, L. ;
Navandar, M. ;
Horenko, I .
SCIENCE ADVANCES, 2020, 6 (05)
[28]   Automatic Ground Collision Avoidance System Trajectory Prediction and Control for General Aviation [J].
Kirkendoll, Zack ;
Hook, Loyd R. .
2021 IEEE/AIAA 40TH DIGITAL AVIONICS SYSTEMS CONFERENCE (DASC), 2021,
[29]   Trajectory realization with collision avoidance algorithm [J].
Kapela, R ;
Rybarczyk, A ;
Szulc, M .
RoMoCo'05: Proceedings of the Fifth International Workshop on Robot Motion and Control, 2005, :131-136
[30]   A Low Cost GPS Based Vehicle Collision Avoidance System [J].
Borker, Samarth ;
Lohani, R. B. .
INFORMATION AND COMMUNICATION TECHNOLOGIES, 2010, 101 :619-621