Guidelines for a systematic review in systems and automatic engineering. Case study: distributed estimation techniques for cyber-physical systems

2018 ◽  
Author(s):  
Carmelina Ierardi ◽  
Luis Orihuela ◽  
Isabel Jurado
Keyword(s):  
Systematic Review ◽  
Distributed Estimation ◽  
Cyber Physical Systems ◽  
Estimation Techniques ◽  
Physical Systems

scholarly journals Distributed Estimation Techniques for Cyber-Physical Systems: A Systematic Review

Sensors ◽  
2019 ◽  
Vol 19 (21) ◽  
pp. 4720 ◽  
Author(s):  
Carmelina Ierardi ◽  
Luis Orihuela ◽  
Isabel Jurado
Keyword(s):  
Systematic Review ◽  
Distributed Estimation ◽  
Cyber Physical Systems ◽  
Estimation Techniques ◽  
Physical Systems ◽  
Luenberger Observer ◽  
Control Community ◽  
Automation And Control ◽  
The Common ◽  
And Control

This paper undertakes a systematic review (SR) on distributed estimation techniques applied to cyber-physical systems (CPS). Even though SRs are not the common way to survey a theme in the control community, they provide a rigorous, robust and objective formula that should not be always ignored. The presented SR incorporates and adapts the guidelines recommended in other fields (mainly biosciences and computer sciences) to the field of automation and control and presents a brief description of the different phases that constitute an SR. As a result, this review compares the different techniques found in the literature in terms of: The proposed estimator (Kalman filter, Luenberger observer, Bayesian filter, etc.), the particular application within CPS, the design of the estimators (decentralized vs centralized), the amount of data required for implementation or the inclusion of experiments/simulations in the studies. Particular attention is paid to those papers that present some results in applications that include humans, animals or biological systems.

Data quality challenges in large-scale cyber-physical systems: A systematic review

2021 ◽  
pp. 101951
Author(s):  
Ahmed Abdulhasan Alwan ◽  
Mihaela Anca Ciupala ◽  
Allan J. Brimicombe ◽  
Seyed Ali Ghorashi ◽  
Andres Baravalle ◽  
...  
Keyword(s):  
Systematic Review ◽  
Data Quality ◽  
Large Scale ◽  
Cyber Physical Systems ◽  
Physical Systems

Generating metamorphic relations for cyber-physical systems with genetic programming: an industrial case study

2021 ◽  
Author(s):  
Jon Ayerdi ◽  
Valerio Terragni ◽  
Aitor Arrieta ◽  
Paolo Tonella ◽  
Goiuria Sagardui ◽  
...  
Keyword(s):  
Genetic Programming ◽  
Cyber Physical Systems ◽  
Industrial Case Study ◽  
Physical Systems

Cyber-physical systems information gathering: A smart home case study

2018 ◽  
Vol 138 ◽  
pp. 1-12 ◽  
Author(s):  
Quang Do ◽  
Ben Martini ◽  
Kim-Kwang Raymond Choo
Keyword(s):  
Smart Home ◽  
Cyber Physical Systems ◽  
Information Gathering ◽  
Physical Systems
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