Leader-follower irrigation system management with Shapley value

Sanghyuk Lee; Youpeng Yang; Mohamed Nayel; Yujia Zhai

doi:10.1117/12.2611006

4 October 2021 Leader-follower irrigation system management with Shapley value

Sanghyuk Lee, Youpeng Yang, Mohamed Nayel, Yujia Zhai

Proceedings Volume 11929, International Workshop on Automation, Control, and Communication Engineering (IWACCE 2021); 1192903 (2021) https://doi.org/10.1117/12.2611006
Event: International Workshop on Automation, Control, and Communication Engineering, 2021, Virtual Event, China

Abstract

In this research, multi-agent networked system cooperation is considered based on the leader-follower model, and application to smart irrigation has been carried out. Leader-follower model is proposed by the consideration of IoT sensors at the irrigation area. For the watering areas, we adopt leader-follower networked system to save water resource and electrical power driving water pump. Selected area or electrical pump from all irrigation area, it has the role of leader over the neighborhood. In order to provide conservative water control, highest water level is chosen as the leader. Leader-Follower modelling has been derived and verified. In order to calculate the reward by applying Leader-Follower model, Shapley value is considered and compared with the conventional result. From the simulation result, we verified good performance by using Leader-Follower model. The obtained result can be linked with Internet of Things (IoT), it makes us to manage and control water with web application as well.

Citation Download Citation

Sanghyuk Lee, Youpeng Yang, Mohamed Nayel, and Yujia Zhai "Leader-follower irrigation system management with Shapley value", Proc. SPIE 11929, International Workshop on Automation, Control, and Communication Engineering (IWACCE 2021), 1192903 (4 October 2021); https://doi.org/10.1117/12.2611006

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