In a bid to make urban water management more efficient and sustainable, researchers have developed a new approach to deploying wireless sensor networks (WSNs) for smart water metering. The study, led by Esteban Inga from the Smart Grid Research Group (GIREI) at the Salesian Polytechnic University in Cuenca, Ecuador, focuses on optimizing network topology to ensure reliable data transmission while minimizing costs.
The research, published in the journal ‘Smart Cities’ (translated from Spanish), addresses the growing need for smart monitoring infrastructures in urban environments. Inga and his team propose a connectivity-aware methodology that models wireless sensors as nodes embedded in household water meters. The goal is to determine the minimal yet sufficient set of Data Aggregation Points required to ensure complete network coverage and transmission reliability.
The approach integrates an enhanced minimum spanning tree algorithm with set covering techniques and geographic constraints. This generates a scalable and hierarchical topology, creating a robust intermediate layer of aggregation nodes. These nodes are wirelessly linked to a single cellular base station, minimizing infrastructure costs while preserving communication quality.
The study’s simulation results on realistic urban layouts show that the proposed strategy reduces network fragmentation, improves energy efficiency, and simplifies routing paths compared to traditional ad hoc designs. “The results offer a practical framework for deploying resilient and cost-effective smart water metering solutions in densely populated urban environments,” Inga said.
For maritime professionals, the implications are significant. The optimization of wireless sensor networks can lead to more efficient and reliable monitoring systems, which are crucial for port operations and coastal management. The scalability and cost-effectiveness of the proposed approach can also be beneficial for maritime sectors, enabling better resource management and environmental monitoring.
The research highlights the potential for smart technologies to transform urban infrastructure, offering a blueprint for future developments in smart water metering and beyond. As Inga noted, “This strategy not only reduces network fragmentation but also improves energy efficiency and simplifies routing paths, making it a robust solution for urban sensing infrastructure.”
The study’s findings are particularly relevant for maritime professionals looking to integrate smart technologies into their operations. By optimizing network topology, the maritime sector can achieve more efficient and reliable monitoring systems, ultimately leading to better resource management and environmental sustainability.

