# Sensors Energy Optimization for Renewable Energy-Based WBANs on Sporadic Elder Movements
## 9 Conclusions  
This paper demonstrated how WBANs are used as a core infrastructure for continuous and continuing ambulatory health monitoring. These new developments have the potential to benefit patients, medical practitioners, and the environment by providing continuous ambulatory monitoring, performance in terms of energy efficiency of Sporadic Elder Movements (SEM) during various daily operations, and controlled rehabilitation, as well as possible intelligence discovery and data processing of all data gathered. Motion sensors are specified in the general Wi-Fi architecture, which is essential for its implementation. We also addressed many critical technical problems, such as sensor node hardware configuration and energy conservation. Using graphical representation, the study concluded that the proposed model is an intelligent and the algorithm is able to make intelligent decisions. The proposed model makes intelligent decisions by detecting the excess energy consumption factors and eliminating them to do energy optimization. Additional measures are needed to increase wireless networking efficiency, sensor node reliability, protocol security, and interoperability standardization. The model focuses on the sensor energy optimization, which is one of the most vital components in the model. Implementing the discussed methodology would improve its performance which would eventually improve the performance of the system. The research not only focuses on the small point but also on social factors. It encourages energy efficiency of any kind and promotes the overall development of the system. However, it does require some future work, the world of technology is evolving quickly, new and powerful algorithms are taking over the weaker ones, so those powerful algorithms could be implemented on the system to keep it up to date, as with fuzzy logic. Our proposed AI-based DNN could be very effective for Sensor Energy Optimization, as shown in the results, as long as the correct conditions are provided and all the steps are performed correctly. This research is helpful for the concept of energy efficiency and it also promotes the idea to conserve the energy as much as we can. This study aims to promote energy conservation in the society for different products and models. Some of the devices, technologies and models are working on energy far more than they actually need because of technical issues or less efficiency of the model, this study suggests and promotes the need to be energy efficient models to enhance the working of the system. Figure 10: Energy Consumed by each Node as a Function of Time. **Author Contributions:** Conceptualization, Writing--original draft A.S.R. ; Supervision, S.B.G. ; Writing--original draft and review & editing, A.S.R., P.B. and C.V.; Validation, C.V.; propose the new method or methodology, A.S.R. and S.B.G. ; Formal Analysis, Investigation, C.O.S. ; Resources, S.B.G. and C.O.S. ; Software, T.C.M. ; Writing--review & editing, T.C.M. All authors have read and agreed to the published version of the manuscript. **Funding:** This study was funded by National Research Development Projects to finance excellence (PFE)-14/2022-2024 granted by the Romanian Ministry of Research and Innovation. This paper was partially supported by UEFISCDI Romania and MCI through projects AISTOR, FinSESco, CREATE, I-DELTA, DEFRAUDIFY, Hydro3D, FED4 FIRE--SO-SHARED, AIPLAN--STORABLE, EREMI, NGI-UAV-AGRO and by European Union's Horizon 2020 research and innovation program under grant agreements No. 872172 (TESTBED2) and No. 777996 (SealedGRID). **Institutional Review Board Statement:** Not applicable. **Informed Consent Statement:** Not applicable. **Data Availability Statement:** Data will be shared for review based on the editorial reviewer's request.