Collision Avoidance in Fixed-Wing UAV Formation Flight Based on a Consensus Control Algorithm

This paper addresses a collision avoidance problem for multiple unmanned aerial vehicles (UAVs) in the process of high-speed flight, thereby enabling UAV cooperative formation flight and effective mission completion. The main contribution is to propose a collision avoidance control algorithm for a multi-UAV system based on a bi-directional network connection structure. To effectively avoid collisions between UAVs and between UAVs and obstacles, the proposed consensus-based algorithm and a “leader-follower” control strategy are simultaneously applied for UAV formation control to ensure the convergence of the formation. Each of the UAVs has the same forward velocity and heading angle in the horizontal plane, and they maintain a constant relative distance in the vertical direction. This paper proposes a consensus-based collision avoidance algorithm for multiple UAVs based on an improved artificial potential field method. Simulation tests involving multiple UAVs were performed to validate the proposed control algorithm and to provide a reference for engineering applications.

[1]  Mukti Barai,et al.  Design, Architecture, and Real-Time Distributed Coordination DMPPT Algorithm for PV Systems , 2018, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[2]  Frank L. Lewis,et al.  Cooperative control with distributed gain adaptation and connectivity estimation for directed networks , 2014 .

[3]  Wright-Patterson Afb,et al.  Sense And Avoid (SAA) & Traffic Alert and Collision Avoidance System (TCAS) Integration for Unmanned Aerial Systems (UAS) , 2007 .

[4]  Xudong Ye,et al.  Cooperative control of high-order nonlinear systems with unknown control directions , 2018, Syst. Control. Lett..

[5]  Toru Namerikawa,et al.  Consensus-based cooperative formation control with collision avoidance for a multi-UAV system , 2014, 2014 American Control Conference.

[6]  Giancarmine Fasano,et al.  Multi-Sensor-Based Fully Autonomous Non-Cooperative Collision Avoidance System for Unmanned Air Vehicles , 2008, J. Aerosp. Comput. Inf. Commun..

[7]  Srikanth Saripalli,et al.  Sampling-Based Path Planning for UAV Collision Avoidance , 2017, IEEE Transactions on Intelligent Transportation Systems.

[8]  Raymond Kristiansen,et al.  Path-following in three dimensions using quaternions for a fixed-wing UAV , 2017, 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE).

[9]  Wei Ren Consensus tracking under directed interaction topologies: Algorithms and experiments , 2008, ACC.

[10]  Toru Namerikawa,et al.  Cooperative target-capturing strategy for multi-vehicle systems with dynamic network topology , 2009, 2009 American Control Conference.

[11]  Jennifer D. Goss,et al.  Aircraft Conflict Detection and Resolution Using Mixed Geometric And Collision Cone Approaches , 2004 .

[12]  Youdan Kim,et al.  Vision-based Reactive Collision Avoidance Algorithm for Unmanned Aerial Vehicle , 2011 .

[13]  Ziyang Meng,et al.  Leaderless and Leader-Following Consensus With Communication and Input Delays Under a Directed Network Topology , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[14]  Fang Bin,et al.  Research on Cooperative Collision Avoidance Problem of Multiple UAV Based on Reinforcement Learning , 2017, 2017 10th International Conference on Intelligent Computation Technology and Automation (ICICTA).

[15]  Jianbin Qiu,et al.  A Combined Adaptive Neural Network and Nonlinear Model Predictive Control for Multirate Networked Industrial Process Control , 2016, IEEE Transactions on Neural Networks and Learning Systems.

[16]  Tyler H. Summers,et al.  Coordinated Standoff Tracking of Moving Targets: Control Laws and Information Architectures , 2008 .

[17]  Petros G. Voulgaris,et al.  Collision-free trajectory tracking while preserving connectivity in unicycle multi-agent systems , 2013, 2013 American Control Conference.

[18]  Toru Namerikawa,et al.  Control of Formation Configuration Using Leader-Follower Structure , 2013 .

[19]  Haipeng Yao,et al.  Big Data Analytics in Mobile Cellular Networks , 2016, IEEE Access.

[20]  Toru Namerikawa,et al.  Observer-based consensus control strategy for multi-agent system with communication time delay , 2008, 2008 IEEE International Conference on Control Applications.

[22]  Guoyuan Wu,et al.  Developing a Distributed Consensus-Based Cooperative Adaptive Cruise Control (CACC) System , 2017 .

[23]  Zhihua Qu,et al.  Distributed finite-time consensus of nonlinear systems under switching topologies , 2014, Autom..

[24]  Toru Namerikawa,et al.  Formation control of UAVs with a fourth-order flight dynamics , 2013, 52nd IEEE Conference on Decision and Control.

[25]  Toru Namerikawa,et al.  Experimental validation of cooperative formation control with collision avoidance for a multi-UAV system , 2015, 2015 6th International Conference on Automation, Robotics and Applications (ICARA).