Abstract

Flying ad hoc network (FANET) is a communication network for data transmission among Unmanned Aerial Vehicles (UAVs). In ad hoc network, the UAVs movement is usually applied to improve network fault-tolerance, but it easily causes the disconnection of communication links, and the success rate is low. In this paper, we propose a local fault-tolerant control algorithm based on node movement freedom degree (LFTMF). Under the constraint of node movement freedom degree, the algorithm transforms the single-connected network into bi-connected network through the autonomous movement of UAVs to improve the fault-tolerant ability of the FANET network. Firstly, the consistency between k-hop cut-points and global cut-points in FANET network is analyzed. Then, based on the k-hop local topology of FANET network, the UAV node movement freedom degree model is established. Finally, according to the location distribution of k-hop cut-points in the FANET network, the bi-connected fault-tolerant network is realized by UAVs cascade movement. Compared with the existing algorithms, simulation results show that the proposed algorithm achieves better performance in success rate, deviation distance, cascade movement ratio and adjustment period.

Highlights

  • Unmanned Aerial Vehicles (UAVs) cluster intelligence and cooperation depend on timely and effective information exchange between different nodes, the communication network is one of the most important design issues of multi-UAV system [1]

  • A network is defined as bi-connected if there are two disjoint communication paths between any pair of UAV nodes in the network, which is the basic goal of the Flying ad hoc network (FANET) network fault-tolerant design [6]

  • We propose the localized fault-tolerant algorithm based on node movement freedom degree (LFTMF) for single-connected FANET networks to realize fault-tolerant network with minimum movement cost

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Summary

Introduction

Unmanned Aerial Vehicles (UAVs) cluster intelligence and cooperation depend on timely and effective information exchange between different nodes, the communication network is one of the most important design issues of multi-UAV system [1]. Jie LI [18] proposed maintaining the fault tolerance UAV ad hoc network through the speed control of relay nodes. Shantanu proposed the distributed node movement algorithm to implement a bi-connected fault-tolerant network [21], but the algorithm causes the disconnection of the original communication link, and the recovery success rate in the sparse network is not high. The research of distributed movement control based on three-dimensional space is of great significance to improve the fault tolerance of UAV dynamic network. We propose the localized fault-tolerant algorithm based on node movement freedom degree (LFTMF) for single-connected FANET networks to realize fault-tolerant network with minimum movement cost. The movement freedom degree model of UAV nodes is established based on k-hop local topology of UAV nodes in three-dimensional FANET.

Model and Problem Analysis
Node Movement Freedom Degree Model
Problem Analysis
Cut-Point Detection Algorithm Based on k-Hop Local Topology Information
No Other Cut-Points in the 1-Hop Neighbor Nodes of Cut-Point c
Only One Other Cut-Point in the 1-Hop Neighbor Nodes of Cut-Point c
Multiple Other Cut-Point in the 1-Hop Neighbor Nodes of Cut-Point c
Complexity Analysis
Simulation Result
Simulation Environment and Parameter Setting
Evaluating Indicator
Experiment 1
Experiment 2
Findings
Experiment 3
Conclusions
Full Text
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