Simultaneous Collaborative Mapping Based on Low-Bandwidth Communication
Cornelia Schulz, Richard Hanten, Matthias Reisenauer, Andreas Zell
- 发表年份
- 2019
- 引用次数
- 5
摘要
Multi-robot systems have become interesting for many robotic applications like cleaning, mowing and search and rescue (SAR) scenarios. Most applications require a consistent common map, e.g. for exploration area coverage or for the surveying task itself. Especially in absence of WiFi and in case of an autonomously operating swarm, this becomes a difficult problem. Therefore, we propose a multi-robot mapping system based on 868 MHz radio frequency modules. While other approaches only manage to map key features or communicate coarse approximations of submaps, we achieve consistent and accurate maps by exchanging small incremental updates. This way, our multiple robots obtain shared knowledge about the commonly processed area.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002