Abstract

This paper develops a flexible collision avoidance strategy for the formation of multiple unmanned aerial vehicles (multi-UAV). Firstly, To make full use of the information flow from the communication of the formation, an improved artificial potential field (IAPF) function is constructed by adding the communication topology and communication weights. Based on the IAPF functions, both collision avoidance within the formation and obstacle avoidance outside the formation are well organized to ensure flight safety. Secondly, to fuse collision avoidance and formation keeping, we design the null space behavioral (NSB) approach to combine them into a single motion command, where the formation keeping algorithm is designed as a second-order consensus algorithm. In this way, the flexible collision avoidance strategy is proposed based on IAPF and consensus, handling the relationship between collision avoidance and formation keeping flexibly. Finally, three-dimensional multi-UAV flight simulation validates the effectiveness of the proposed strategy that the formation can both implement collision avoidance quickly and keep a good geometric formation configuration simultaneously.

Highlights

  • The formation of multiple unmanned aerial vehicles has traditionally been used in military operations for a number of years [1]

  • Comparing the advantages of the improved artificial potential field (IAPF) functions in collision avoidance and the consensus method in formation keeping, a flexible collision avoidance strategy considering them both is proposed based on the null space behavioral (NSB) approach, generating the formation control orders

  • Combining the advantages of IAPF in collision avoidance and consensus in formation keeping, a flexible collision avoidance strategy based on the NSB approach is proposed

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Summary

INTRODUCTION

The formation of multiple unmanned aerial vehicles (multi-UAV) has traditionally been used in military operations for a number of years [1]. A flexible collision avoidance strategy combining improved APF (IAPF) and consensus is proposed for the formation of multi-UAV in this paper. Comparing the advantages of the IAPF functions in collision avoidance and the consensus method in formation keeping, a flexible collision avoidance strategy considering them both is proposed based on the NSB approach, generating the formation control orders. Combining the advantages of IAPF in collision avoidance and consensus in formation keeping, a flexible collision avoidance strategy based on the NSB approach is proposed. When the distance between the UAVs is smaller than that under normal circumstances, the repulsive part operates primarily in the IAPF function for collision avoidance within the formation. After obtaining the IAPF function for collision avoidance within the formation, it is essential to define a virtual velocity potential related to the distances between the UAVs to realize collision avoidance.

IMPROVED ARTIFICIAL POTENTIAL FIELD FUNCTION FOR OBSTACLE AVOIDANCE
COLLISION AVOIDANCE ALGORITHM BASED ON THE
FORMATION KEEPING ALGORITHM
FLEXIBLE COLLISION AVOIDANCE STRATEGY
NUMERICAL SIMULATION
CONCLUSION
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