Login / Signup

Robotics Perception and Control: Key Technologies and Applications.

Jing LuoXiangyu ZhouChao ZengYiming JiangWen QiKui XiangMuye PangBiwei Tang
Published in: Micromachines (2024)
The integration of advanced sensor technologies has significantly propelled the dynamic development of robotics, thus inaugurating a new era in automation and artificial intelligence. Given the rapid advancements in robotics technology, its core area-robot control technology-has attracted increasing attention. Notably, sensors and sensor fusion technologies, which are considered essential for enhancing robot control technologies, have been widely and successfully applied in the field of robotics. Therefore, the integration of sensors and sensor fusion techniques with robot control technologies, which enables adaptation to various tasks in new situations, is emerging as a promising approach. This review seeks to delineate how sensors and sensor fusion technologies are combined with robot control technologies. It presents nine types of sensors used in robot control, discusses representative control methods, and summarizes their applications across various domains. Finally, this survey discusses existing challenges and potential future directions.
Keyphrases
  • artificial intelligence
  • machine learning
  • low cost
  • cross sectional
  • working memory
  • big data
  • climate change
  • human health
  • sensitive detection