Description
ARTECH HOUSE Equipment Health Monitoring In Complex Systems 2018 Edition by Stephen P. King, Andrew R. Mills
This book is a practical introduction to the safe operation and control of critical systems in defense, industrial, and healthcare applications. It highlights system engineering processes and presents an overview of the equipment health monitoring (EHM) functional architecture and algorithm design. The book also explores machine learning functions, such as feature extraction, data visualization and model boundaries. The need for intelligent diagnostics and proposed health monitoring framework is increasingly important within sensing technology, big data analytics and grid capabilities. This resource, packed with case studies from industrial and healthcare settings, identifies key problems along with various techniques that address the current issues as well as future developments in the field. A MATLAB code is included to assist engineers with projects in the field. The Underlying DFT Concepts and Formulations; The Air Interface Architecture and Operation; The Coverage-Capacity Planning and Analysis; Pre-Launch Parameter Planning and Resource Allocation; Radio Resource Control and Mobility Management; Inter-Cell Interference Management in LTE; SON Technologies in LTC; EPC Network Architecture, Planning and Dimensioning Guideline; LTE_Advanced Main Enhancements; Optimization for TCP Operation in 4G and Other Networks; Voice over LTE (VOLTE); LTE-Advance Pro-Enhanced LTE Features; Towards 5G.