一、报告题目:Perception and Navigation of Unmanned Systems in Complex Environments
二、报告人:谢立华院士(新加坡南洋理工大学)
三、主持人:杨飞生副教授
四、报告时间:2022年10月8日(周六)上午8:30
五、报告地点:线上会议直播(会议号529-496-260)
六、报告简介:
Perception and navigation are essential capabilities for intelligent unmanned systems which have a lot of applications in intelligent transportation, surveillance, structure inspection, logistics, and service. GPS has been widely used for positioning and navigation. However, in indoor and many outdoor environments such as urban canon, forest, tunnel, GPS may not be available or unreliable. Hence, there has been a lot of studies on perception and localization based on various sensors such as WiFi, UWB, camera, LiDAR and radar. Each type of sensor has its pros and cons. Different application scenario will require different sensors and there is no one-size-fits-all solution. To achieve accurate and reliable localization in complex and dynamic environments, heterogeneous sensor fusion has been a recent trend and attracted significant interest. In this talk, we shall present some recent development leveraging on heterogenous sensor fusion and deep learning algorithms for perception and navigation, and discuss possible future directions of the area. The applications of unmanned systems in structure inspection and logistics will be demonstrated.
七、报告人简历:
Lihua Xie is a professor with School of Electrical and Electronic Engineering, Nanyang Technological University and Director, Center for Advanced Robotics Technology Innovation (CARTIN). He has served as Head of Control and Instrumentation Division and Director of Delta-NTU Corporate Laboratory for Cyber-Physical Systems. His research areas include control engineering, indoor positioning, and unmanned systems. He has authored and co-authored 10 books, over 500 journal and 380 conference articles, and 25 patents/technical disclosures, and was listed as a highly cited researcher. He has secured over $90M research funding as programme and project PI. He is currently an Editor-in-Chief of Unmanned Systems and has served as an Editor of IET Book Series on Control and Associate Editor of IEEE Transactions on Automatic Control, Automatica, IEEE Transactions on Control Systems Technology, IEEE Transactions on Control of Network Systems, etc. He was an IEEE Distinguished Lecturer (2011-2014). Professor Xie is Fellow of Academy of Engineering Singapore, Fellow of IEEE and Fellow of IFAC.