2010•Unpublished venueRequires access

Task Assignment Scheme of Multi-UAV Based on Single-Unit Combinatorial Auction

Zhu Mingjian, Zheng Qin, Xing Jiankuan

Open publisher page 0 citations

Abstract

The traditional application of Combinatorial Auction in the Task assignment problem have limitations related to system robustness. In this paper, we present a Distributed Task assignment scheme based on Single-Unit Combinatorial Auction for UAVs with limited sensor and communication ranges. The scheme first clears up the collision using Auction Algorithm and then, assigns the tasks dynamically using improved Single-Unit Combinatorial Auction algorithm, and makes up for the deficiency of Combinatorial Auction applied in the Task assignment problem effectively. The results show that this scheme performs better than traditional Combinatorial Auction and Single-Item Auction.

About this research paper

What this paper is about

The traditional application of Combinatorial Auction in the Task assignment problem have limitations related to system robustness. In this paper, we present a Distributed Task assignment scheme based on Single-Unit Combinatorial Auction for UAVs with limited sensor and communication ranges. The scheme first clears up the collision using Auction Algorithm and then, assigns the tasks dynamically using improved Single-Unit Combinatorial Auction algorithm, and makes up for the deficiency of Combinatorial Auction applied in the Task assignment problem effectively. The results show that this scheme performs better than traditional Combinatorial Auction and Single-Item Auction.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

The traditional application of Combinatorial Auction in the Task assignment problem have limitations related to system robustness. In this paper, we present a Distributed Task assignment scheme based on Single-Unit Combinatorial Auction for UAVs with limited sensor and communication ranges. The scheme first clears up the collision using Auction Algorithm and then, assigns the tasks dynamically using improved Single-Unit Combinatorial Auction algorithm, and makes up for the deficiency of Combinatorial Auction applied in the Task assignment problem effectively. The results show that this scheme performs better than traditional Combinatorial Auction and Single-Item Auction.

Key concepts: Combinatorial auction, Auction algorithm, Computer science, Scheme (mathematics), Task (project management), Assignment problem, Robustness (evolution), Mathematical optimization

Related papers

Back to paper searchBrowse research topicsOriginal source
Task Assignment Scheme of Multi-UAV Based on Single-Unit Combinatorial Auction — Research Paper | ScholarLens