日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

UAV通信arXiv:2111.06714

電力線点検向け自律UAVの通信プロトコルに関するレビュー

A Review on Communication Protocols for Autonomous Unmanned Aerial Vehicles for Inspection Application

シェア:XThreadsFacebookLINEはてブBluesky

電力線点検に用いる自律UAV群を支える通信技術を、無線方式・チャネルモデリング・メッシュネットワーク・ROS/ROS2ミドルウェアの各層で整理し、各候補の特徴と依存関係をまとめたレビュー。

著者: Liping Shi, Néstor J. Hernández Marcano, Rune Hylsberg Jacobsen

分類: cs.NI, cs.RO

原文アブストラクト

The communication system is a critical part of the system design for the autonomous UAV. It has to address different considerations, including efficiency, reliability and mobility of the UAV. In addition, a multi-UAV system requires a communication system to assist information sharing, task allocation and collaboration in a team of UAVs. In this paper, we review communication solutions for supporting a team of UAVs while considering an application in the power line inspection industry. We provide a review of candidate wireless communication technologies {for supporting communication in UAV applications. Performance measurements and UAV-related channel modeling of those candidate technologies are reviewed. A discussion of current technologies for building UAV mesh networks is presented. We then analyze the structure, interface and performance of robotic communication middleware, ROS and ROS2. Based on our review, the features and dependencies of candidate solutions in each layer of the communication system are presented.

関連論文

  1. 1パナソニックHDら、ロボット操作AI「T-Rex」を共同開発 12タスクで平均成功率65%研究・技術
  2. 2Hugging Face、ロボット学習基盤「LeRobot v0.7.0」を公開 対話操作と大規模データ学習に対応新製品・発表
  3. 3NVIDIA、Vera CPUのエージェント処理性能を公表 x86比で速度・電力効率を比較半導体・GPU
  4. 4Boston Dynamics、車輪付きAtlasの研究試作機を紹介研究・技術
  5. 5AGIBOTのG2 6台、上海のコンビニで24時間試験 1,730タスクを実施量産・展開
PR本紙発行元 EmplifAI