Part One: Introduction and sensor technologies 1 Introduction to sensors and sensing systems for civil infrastructure monitoring and asset management 2 Sensor data acquisition systems and architectures 3 Commonly used sensors for civil infrastructures and their associated algorithms 4 Piezoelectric transducers 5 Optical fiber sensors 6 Acoustic emission sensors for assessing and monitoring civil infrastructures 7 Radar technology: radio frequency, interferometric, millimeter wave and terahertz sensors for assessing and monitoring civil infrastructures 8 Electromagnetic sensors for assessing and monitoring civil infrastructures 9 Microelectromechanical systems for assessing and monitoring civil infrastructures 10 Laser-based sensing for assessing and monitoring civil infrastructures 11 Vision-based sensing for assessing and monitoring civil infrastructures 12 Introduction to wireless sensor networks for monitoring applications: principles, design, and selection 13 Vibration energy harvesters for sensing applications Part Two: Sensor data management 14 Data management technologies for infrastructure monitoring 15 Sensor data analysis, reduction, and fusion for assessing and monitoring civil infrastructures 16 Analytical techniques for damage detection and localization for assessing and monitoring civil infrastructures 17 Output-only modal identification and structural damage detection using timeefrequency and wavelet techniques for assessing and monitoring civil infrastructures 18 Deep learning and data analytics for assessing seismic performance of civil infrastructures 19 Prognosis and life-cycle assessment based on SHM information 20 Decision-making in SHM systems for asset management

Comprehensive reference on sensing hardware and data collection covering a variety of sensors, including fiber optic systems, piezoelectric sensors, strain gauges, MEMS (micro-electro-mechanical systems), LIDAR and lasers

Describes sensing hardware and data collection, covering a variety of sensors including LIDAR Examines fiber optic systems, acoustic emission, piezoelectric sensors, electromagnetic sensors, terahertz technologies, ultrasonic methods, and radar and millimeter wave technology Covers strain gauges, micro-electro-mechanical systems (MEMS), multifunctional materials and nanotechnology for sensing, and vision-based sensing and lasers Includes new chapters on machine learning methods and reliability analysis