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Journal ArticleDOI

System Architectures, Protocols and Algorithms for Aperiodic Wireless Control Systems

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TLDR
This paper considers three recently proposed aperiodic control algorithms which have the potential to address the wide deployment of wireless sensor and actuator networks in cyber-physical systems and shows how these controllers can be implemented over the IEEE 802.15.4 standard.
Abstract
Wide deployment of wireless sensor and actuator networks in cyber-physical systems requires systematic design tools to enable dynamic tradeoff of network resources and control performance. In this paper, we consider three recently proposed aperiodic control algorithms which have the potential to address this problem. By showing how these controllers can be implemented over the IEEE 802.15.4 standard, a practical wireless control system architecture with guaranteed closed-loop performance is detailed. Event-based predictive and hybrid sensor and actuator communication schemes are compared with respect to their capabilities and implementation complexity. A two double-tank laboratory experimental setup, mimicking some typical industrial process control loops, is used to demonstrate the applicability of the proposed approach. Experimental results show how the sensor communication adapts to the changing demands of the control loops and the network resources, allowing for lower energy consumption and efficient bandwidth utilization.

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Citations
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Internet of Things for Enterprise Systems of Modern Manufacturing

TL;DR: The evolution of manufacturing system paradigms is discussed to identify the requirements of decision support systems in dynamic and distributed environments; recent advances in IT are overviewed and associated with next-generation manufacturing paradigm; and the relation of IT infrastructure and ESs is explored to identified the technological gaps in adopting IoT as an IT infrastructure of ESs.
Journal ArticleDOI

Learning Optimal Resource Allocations in Wireless Systems

TL;DR: DNNs are trained here with a model-free primal-dual method that simultaneously learns a DNN parameterization of the resource allocation policy and optimizes the primal and dual variables.
Posted Content

Wireless Network Design for Control Systems: A Survey

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Smart manufacturing based on cyber-physical systems and beyond

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Journal ArticleDOI

Towards Energy-Efficient Wireless Networking in the Big Data Era: A Survey

TL;DR: A comprehensive survey of recent developments on energy-efficient wireless networking technologies that are effective or promisingly effective in addressing the challenges raised by big data.
References
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Journal ArticleDOI

Event-Triggered Real-Time Scheduling of Stabilizing Control Tasks

TL;DR: This note investigates a simple event-triggered scheduler based on the paradigm that a real-time scheduler could be regarded as a feedback controller that decides which task is executed at any given instant and shows how it leads to guaranteed performance thus relaxing the more traditional periodic execution requirements.
Proceedings ArticleDOI

Telos: enabling ultra-low power wireless research

TL;DR: Telos is the latest in a line of motes developed by UC Berkeley to enable wireless sensor network (WSN) research, a new mote design built from scratch based on experiences with previous mote generations, with three major goals to enable experimentation: minimal power consumption, easy to use, and increased software and hardware robustness.
Book ChapterDOI

Computer Controlled Systems

TL;DR: The degree of success of a computer control application depends mainly on the effectiveness of the algorithm, which is generally designed from plant specifications and desired performance characteristics.
Journal ArticleDOI

Industrial Wireless Sensor Networks: Challenges, Design Principles, and Technical Approaches

TL;DR: The aim is to provide a contemporary look at the current state of the art in IWSNs and discuss the still-open research issues in this field and to make the decision-making process more effective and direct.
Book

Hard Real-Time Computing Systems: Predictable Scheduling Algorithms and Applications

TL;DR: This book introduces the fundamental concepts of real-time computing, illustrates the most significant results in the field, and provides the essential methodologies for designing predictable computing systems which can be used to support critical control applications.
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