Towards aspect based components integration framework for cyber-physical system

Ali, Sadia and Hafeez, Yaser and Bilal, Muhammad and Saeed, Saqib and Kwak, Kyung Sup (2021) Towards aspect based components integration framework for cyber-physical system. Computers, Materials and Continua, 70 (1). pp. 653-668. ISSN 1546-2218

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Abstract

Cyber-Physical Systems (CPS) comprise interactive computation, networking, and physical processes. The integrative environment of CPS enables the smart systems to be aware of the surrounding physical world. Smart systems, such as smart health care systems, smart homes, smart transportation, and smart cities, are made up of complex and dynamic CPS. The components integration development approach should be based on the divide and conquer theory. This way multiple interactive components can reduce the development complexity in CPS. As reusability enhances efficiency and consistency in CPS, encapsulation of component functionalities and a well-designed user interface is vital for the better end-user's Quality of Experience (QoE). Thus, incorrect interaction of interfaces in the cyber-physical system causes system failures. Usually, interface failures occur due to false, and ambiguous requirements analysis and specification. Therefore, to resolve this issue semantic analysis is required for different stakeholders' viewpoint analysis during requirement specification and components analysis. This work proposes a framework to improve the CPS component integration process, starting from requirement specification to prioritization of components for configurable. For semantic analysis and assessing the reusability of specifications, the framework uses text mining and case-based reasoning techniques. The framework has been tested experimentally, and the results show a significant reduction in ambiguity, redundancy, and irrelevancy, as well as increasing accuracy of interface interactions, component selection, and higher user satisfaction.

Item Type:
Journal Article
Journal or Publication Title:
Computers, Materials and Continua
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/2500/2502
Subjects:
?? case-based reasoningcomponent-based developmentcyber-physical systemsprioritizationrequirement managementspecificationtext miningbiomaterialsmodelling and simulationmechanics of materialscomputer science applicationselectrical and electronic engineering ??
ID Code:
205129
Deposited By:
Deposited On:
27 Sep 2023 12:25
Refereed?:
Yes
Published?:
Published
Last Modified:
16 Jul 2024 00:14