# Smart Lighting Systems: State-of-the-Art in the Adoption of the EdgeML Computing Paradigm
## 3 Research Method
### Exclusion Criteria
\begin{table}
\begin{tabular}{p{113.8 pt} p{113.8 pt} p{113.8 pt}} \hline \hline
**Reference** & **Aim** & **Motivation for Exclusion** \\ \hline [PERSON] et al., Future Technology: Internet of Things (IoT) in Smart Society 5.0, (2023) Intelligent Techniques for Cyber-Physical Systems, 245-26, DOE: 10.1201/9781003438588-15 & A book chapter on the role of AloT in the development of Smart Society 5.0. & EC5 \\ \hline [PERSON] and [PERSON], IoT, Big Data, Blockchain and Machine Learning Besides its Transmutation with Modern Technological Applications, Intelligent Systems Reference Library, 2020, 180, 47-63, DOI: 10.1007/978-3-030-39119-5.4 & Overview of ML techniques and IoT applications in the transportation domain. & EC5 \\ \hline [PERSON] et al., IoT based Comprehensive Approach Towards Shaping Smart Classrooms, Proc. of the 5 th Inter. Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2021, 103-109, DOI: 10.1109/I-SMAC52330.2021.9640669 & An application for reducing power consumption in institutions by using cameras to detect human presence and operate appliances accordingly. & EC6 \\ \hline [PERSON] et al., Design strategy of green intelligent building using deep belief network, Inter. Journal of System Assurance Engineering and Management, 14 (1), 2023, 196-205, DOI: 10.1007/s13198-021-0513-0 & The LS of a medical building is designed by adopting the biophysical design theory and IoT technology. & EC4 \\ \hline [PERSON] et al., End-Product of Solar-Sharing Smart Lighting Artificial Intelligence Driven Platform for High-Valued Crops (Lucata Savits) on Indoor Hydropous System, IEEE 10 th Conference on Environment. The system adopts a fuzzy logic controller. & EC4 \\ \hline [PERSON], DLI and PPFD throughput of Solar and AI-Based Smart Lighting Apply on Illumination Stratums, IEEE 11 th Conference on Systems, Process and Control, ICSPC 2023, 171-176, DOI: 10.1109/ICSPC59664.2023.10149940 & Asolar-sharing smart LS that controls LED indoor illumination. The system adopts a fuzzy logic controller. & EC4 \\ \hline [PERSON] et al., IoT and ML Based Approach for Highway Monitoring and Streetelamp Controlling, Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNIST, 491 LNICST, 2023, 376-385, DOI: 10.1007/978-3-031-34624-3.0 & An AIoT-based system to control street lamps to provide illumination according to the brightness of the area. & EC6 \\ \hline [PERSON] et al., Smart Lamp Using Google Firebase as Realtime Database, Intelligent Automation and Soft Computing, 2022, 33 (2), pp. 967-982, DOI: 10.3260/a/iasc.2022/d2664 & A discussion on the manufacturing of smart lamps. & EC1 \\ \hline [PERSON] et al., Designing efficient smart home management with IoT smart lighting: A Case Study, Wireless Communications and Mobile Computing, 2020, DOI: 10.1155/2020/8896637 & A proposal to strengthen home security by using IoT. & EC1 \\ \hline [PERSON] et al., Smart Street Lighting Control for Electrical Power on Saving by IoT, Inter. Computer Science and Engineering Conference 2022, 55-60, DOI: 10.1109/ICSPC65337.2022.10049363 & A system saving energy by dimming the electricity when there are no people or vehicles on the street. & EC7 \\ \hline [PERSON] et al., Smart lighting and switching using Internet of Things, 11 th Inter. Conference on Cloud Computing, Data Science and Engineering, 2021, 536-539, DOI:10.1109/Confluence51648.2021.9377078 & Proposal of an IoT-based method for sensing and monitoring of smart LSs through an app. & EC4 \\ \hline [PERSON] and [PERSON], Application of IoT and AI in the Development of Smart Cities Smart Cities Concepts, Practices, and Applications, 2022, 181-196, DOI: 10.1201/9781003287186-7 & A system aware about the services that AloT can provide to smart cities. & EC5 \\ \hline [PERSON] et al., Real time adaptive street lighting system, Communications in Computer and Information Science, 1192 CCIS, 2020, 223-239, DOI: 10.1007/978-981-15-3666-3\_19 & Proposal of a fuzzy logic-based data-aggregation strategy for the deployment of energy efficient street LSs. & EC4 \\ \hline [PERSON] et al., Analysis of the opportunities and costs of energy saving in lighting system of library buildings with the aid of building information modelling and Internet of things, Fuel, 352, 2023, DOI: 10.1016/j.fuel.2023.128918 & About strategies for prototyping an IoT- and IBM-based efficient LS of a university library as an alternative to the use of ML. & EC3 \\ \hline [PERSON] et al., Smart Luminaires for Commercial Building by Application of Daylight Harvesting Systems, LNNS, 2022, 218, 293-305, DOI: 10.1007/978-981-16-2164-2\_24 & A daylight-harvesting strategy integrated with AI to upgrade the infrastructure of existing commercial buildings. & EC4 \\ \hline [PERSON], Intelligent Lighting System based on Digital Twins in Smart Home, Proc. of SPIE—The Inter. Society for Optical Engineering, 12940, 2023, DOI: 10.1117/12.3010705 & An introduction to the adoption of the digital twin technology in the smart home domain. & EC4 \\ \hline \hline \end{tabular}
\end{table}