Automation of IoT based Decision Making with Uncertainty

EasyChair Preprint 2824

Abstract

There is an increased dependence on IoT devices to support teams of humans and agents in a multi-domain battle. There are numerous challenges in the reliance of data from these IoT devices. One critical challenge is the uncertainty related to the devices and data from devices. The uncertainty may significantly affect decision making that relies on this data. In this paper, we will use a set of parameters to represent an uncertainty value associated with simulated IoT devices. We will discuss Sentry Agents (SAGE) which is a dynamic multi-agent-based framework for system automation. SAGE is used in the construction of various scenarios for decision making involving IoT devices. These scenarios provide a platform to investigate factors that contribute to uncertainty from IoT devices and data when decision tasks are performed.

Keyphrases: IoT, Multi-Domain Battle, agent based automation, decision making, uncertainty

@booklet{EasyChair:2824,
  author    = {Somiya Metu and Adrienne Raglin and Dawn Lott},
  title     = {Automation of IoT based Decision Making with Uncertainty},
  howpublished = {EasyChair Preprint 2824},
  year      = {EasyChair, 2020}}