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Decentralized optimization algorithms save remarkable communication overheads in distributed deep learning since each node averages locally with neighbors. The network topology connecting all nodes de...
Today’s Internet GIS’s centralized components have limited the system scalability in that they are single points of failure and system performance bottleneck.As a solution, we propose a new fully dece...
One of the most critical issues when deploying wireless sensor networks for long-term structural health monitoring (SHM) is the correct and reliable operation of sensors. Sensor faults may reduce the ...
This paper studies a time-delayed decentralized structural control strategy that aims to minimize the Η2 norm of the closed-loop system. In a decentralized control system,control decisions are made ba...
This study investigates the feasibility of deploying wireless communication and embedded computing for structural control applications. A feedback structural control system involves a network of senso...
Engineering structures such as wind turbines require continuous monitoring to ensure structural safety, to reduce the overall maintenance and repair costs and, ultimately, to achieve extended lifetime...
Traditional structural control systems usually employ a centralized controller that requires measurement data from all sensors in the entire structure, and makes control decisions for all control devi...
This study explores decentralized structural control using wireless sensors and controllers.In a decentralized control scheme, control decisions are based upon data acquired from sensors located in th...
As control devices are becoming smaller, more cost effective, and more reliable, opportunities are now available to instrument a structure with large number of control devices. With densely installed ...
Fatigue is one of the most widespread damage mechanisms found in metallic structures. Fatigue is an accumulated degradation process that occurs under cyclic loading, eventually inducing cracking at st...
Complexities inherent to large-scale modern civil structures pose many challenges in the design of feedback structural control systems for dynamic response mitigation. With the emergence of low-cost s...
Traditional structural feedback control systems are centralized systems. The applications of these systems to large scale structures usually encounter a number of difficulties regarding system reliabi...
Advances in wireless communication and embedded computing technologies can have significant impacts in structural sensing, monitoring and control. Prior research efforts have demonstrated the benefits...
The second part of this study examines the use of decentralized control strategies to enable stable control of a platoon of vehicles in close formation. Energy stability was proved for three di eren...
In this paper, we prove that a wide class of distributed control problems subject to communication and propagation delays are equivalent to convex optimization problems. The results hold in both conti...

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