Optimal Observation for Cyber-physical Systems
Optimal Observation for Cyber-physical Systems
副标题: A Fisher-information-matrix-based Approach
ISBN: 9781848826557
出版社: Springer Dordrecht Heidelberg London New York
出版年: 2009
页数: 171
定价: USD 179.00
装帧: Hardcover
内容简介
Cyber-physical systems (CPSs) are emerging as an integrative research field aimed towards a new generation of engineered systems. From a dynamic systems and control point of view, CPS can be defined in the following way: “computational thinking and integration of computation around the physical dynamic systems form CPSs where sensing, decision, actuation, computation, networking, and physical processes are mixed.” CPS applications can be found in medical devices and systems, patient monitoring devices, automotive and air traffic control, advanced automotive systems, process control, environmental monitoring, avionics, instrumentation, oil refineries, water usage control, cooperative robotics, manufacturing control, smart greener buildings, etc.
CPSs are mostly distributed parameter systems (DPSs) and dynamic evolutions happen not only along the time axis but also along spatial axes. Within the spatial domain of interest, due to the infinite-dimensional nature, it is natural and fundamental to consider the optimal observation or optimal measurement problems in CPSs.
作者简介
The authors of this book come from both academia and industry and bring expertise from both sides. Dr. Zhen Song, Dr. Chellury Ram Sastry and Nazif Cihan Tas work in Automation and Control Department, Siemens Corporate Research. Dr. YangQuan Chen comes from Department of Electrical and Computer Engineering, Utah State University