Towards information-centric WSN simulations

TL;DR

This paper advocates for an information-centric approach to WSN simulations, emphasizing data transmission and environmental interactions rather than just packet exchange, to better evaluate network behavior in real-world scenarios.

Contribution

It introduces the concept of information-centric WSN simulations and discusses the development of tools that incorporate data evolution and environmental responses.

Findings

Identified the need for data-focused simulation tools in WSNs.

Outlined initial steps towards extending simulation capabilities.

Highlighted benefits of an information-centric perspective.

Abstract

In pursuance of integrating Wireless Sensor Networks (WSNs) with other systems, the use of techniques from other fields, such as machine learning and information processing, are becoming more common. Therefore, we faced the problem of missing network simulations that are not only focused on the packet exchange between network elements, but also in the data that is transmitted between them. In other words, we needed a tool that evaluated the WSNs on how they evolve and react to the environmental changes. To illustrate the benefits of having such perspective, we explain the kind of simulation problems that we solved in our last work. Moreover, we outline the next steps in the direction of creating an extension to support this approach.