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Cyber-physical system

About: Cyber-physical system is a research topic. Over the lifetime, 11096 publications have been published within this topic receiving 162489 citations. The topic is also known as: CPS.


Papers
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Journal ArticleDOI
TL;DR: A taxonomy for categorising and characterising urban computing technologies and approaches with regards to the level of participation they stimulate, the participation scale they support, the manipulation and effects mode they enable, and the interaction mode and scale they enable is proposed.
Abstract: With today׳s ubiquitous computing technologies, our daily activities are continuously traced by smartphones in our pockets and more of our everyday things are now connected to the Internet. This phenomena is changing the way we live, work, and interact. This creates, not only technological opportunities for smarter cities, but also interactional opportunities for the citizens. However, designing, developing, and deploying urban computing projects in the wild, outside the controlled research environment, is challenging, due to the complexity of the urban context as well as the people who live in it. What are the ways to trigger and increase the public towards active participation or technological uptake in urban computing? How to design and structure participation for urban computing research and technologies in the wild for it to lead to mass participation with its citizens? These are the questions that are investigated in this paper. We present a survey on existing approaches in engaging participations and devising interactions with a range of existing urban computing technologies: smartphones, public displays, cyber physical systems (including those with embedded systems, sensors, and actuators), and Internet of Things. Based on the reviews, we propose a taxonomy for categorising and characterising urban computing technologies and approaches with regards to the level of participation they stimulate, the participation scale they support, the manipulation and effects mode they enable, and the interaction mode and scale they enable. Finally, strategies for structuring and engendering participations and interactions based on our own experience from deploying small to large scale urban computing projects in the wild are presented in this paper.

119 citations

Journal ArticleDOI
TL;DR: A general framework for automating mechanistic modeling of hybrid dynamical systems from observed data with low computational complexity and noise resilience is proposed.
Abstract: Cyber-physical systems embed software into the physical world. They appear in a wide range of applications such as smart grids, robotics, and intelligent manufacturing. Cyber-physical systems have proved resistant to modeling due to their intrinsic complexity arising from the combination of physical and cyber components and the interaction between them. This study proposes a general framework for discovering cyber-physical systems directly from data. The framework involves the identification of physical systems as well as the inference of transition logics. It has been applied successfully to a number of real-world examples. The novel framework seeks to understand the underlying mechanism of cyber-physical systems as well as make predictions concerning their state trajectories based on the discovered models. Such information has been proven essential for the assessment of the performance of cyber-physical systems; it can potentially help debug in the implementation procedure and guide the redesign to achieve the required performance.

119 citations

Journal ArticleDOI
TL;DR: IoT is taking the center stage as devices are expected to form a major portion of this 5G network paradigm and researchers, scientists, and engineers face emerging challenges in designing IoT based systems that can efficiently be integrated with the 5G wireless communications.
Abstract: During the past decade, the Internet of Things (IoT) has revolutionized the ubiquitous computing with multitude of applications built around various types of sensors. A vast amount of activity is seen in IoT based product-lines and this activity is expected to grow in years to come with projections as high as billions of devices with on average 6-7 devices per person by year 2020. With most of the issues at device and protocol levels solved during the past decade, there is now a growing trend in integration of sensors and sensor based systems with cyber physical systems and device-to-device (D2D) communications. 5 th generation wireless systems (5G) are on the horizon and IoT is taking the center stage as devices are expected to form a major portion of this 5G network paradigm. IoT technologies such as machine to machine communication complemented with intelligent data analytics are expected to drastically change landscape of various industries. The emergence of cloud computing and its extension to fog paradigm with proliferation of intelligent `smart' devices is expected to lead further innovation in IoT. These developments excite us and form a motivation to survey existing work, design new techniques, and identify new applications of IoT. Researchers, scientists, and engineers face emerging challenges in designing IoT based systems that can efficiently be integrated with the 5G wireless communications.

119 citations

Proceedings ArticleDOI
08 Apr 2013
TL;DR: This paper shows how design contracts can facilitate interaction between 2 groups: control and software engineers and proposes guidelines on how to choose, derive and employ them.
Abstract: This paper introduces design contracts between control and embedded software engineers for building Cyber-Physical Systems (CPS). CPS design involves a variety of disciplines mastered by teams of engineers with diverse backgrounds. Many system properties influence the design in more than one discipline. The lack of clearly defined interfaces between disciplines burdens the interaction and collaboration. We show how design contracts can facilitate interaction between 2 groups: control and software engineers. A design contract is an agreement on certain properties of the system. Every party specifies requirements and assumptions on the system and the environment. This contract is the central point of inter-domain communication and negotiation. Designs can evolve independently if all parties agree to a contract or designs can be modified iteratively in negotiation processes. The main challenge lies in the definition of a concise but sufficient contract. We discuss design contracts that specify timing and functionality, two important properties control and software engineers have to agree upon. Various design approaches have been established and implemented successfully to address timing and functionality. We formulate those approaches as design contracts and propose guidelines on how to choose, derive and employ them. Modeling and simulation support for the design contracts is discussed using an illustrative example.

119 citations

Proceedings ArticleDOI
22 Jun 2009
TL;DR: This paper explores the temporal and spatial properties of events, defines a novel CPS architecture, and develops a layered spatio-temporal event model, believed to be the first event model that captures the heterogeneous characteristics of CPS for formalporal and spatial analysis.
Abstract: The emerging Cyber-Physical Systems (CPSs) are envisioned to integrate computation, communication and control with the physical world. Therefore, CPS requires close-interactions between the cyber and physical worlds both in time and space. These interactions are usually governed by events, which occur in the physical world and should autonomously be reflected in the cyber-world, and actions, which are taken by the CPS as a result of detection of events and certain decision mechanisms. Both event detection and action decision operations should be performed accurately and timely to guarantee temporal and spatial correctness. This calls for a flexible architecture and task representation framework to analyze CP operations. In this paper, we explore the temporal and spatial properties of events, define a novel CPS architecture, and develop a layered spatio-temporal event model for CPS. The event is represented as a function of attribute-based, temporal, and spatial event conditions. Moreover, logical operators are used to combine different types of event conditions to capture composite events. To the best of our knowledge, this is the first event model that captures the heterogeneous characteristics of CPS for formal temporal and spatial analysis.

119 citations


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Performance
Metrics
No. of papers in the topic in previous years
YearPapers
2023831
20221,955
20211,283
20201,586
20191,576
20181,441