Abstract

Advances in domains such as sensor networks and electronic and ambient intelligence have allowed us to create intelligent environments (IEs). However, research in IE is being held back by the fact that researchers face major difficulties, such as a lack of resources for their experiments. Indeed, they cannot easily build IEs to evaluate their approaches. This is mainly because of economic and logistical issues. In this paper, we propose a simulator to build virtual IEs. Simulators are a good alternative to physical IEs because they are inexpensive, and experiments can be conducted easily. Our simulator is open source and it provides users with a set of virtual sensors that simulates the behavior of real sensors. This simulator gives the user the capacity to build their own environment, providing a model to edit inhabitants’ behavior and an interactive mode. In this mode, the user can directly act upon IE objects. This simulator gathers data generated by the interactions in order to produce datasets. These datasets can be used by scientists to evaluate several approaches in IEs.

Highlights

  • Intelligent environments represent a major evolution in human societies

  • We focus on smart home simulation

  • We present our solution for smart home simulation

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Summary

Introduction

Intelligent environments represent a major evolution in human societies These systems are in line with Mark Weiser’s vision of computing [1,2,3]. These devices will provide users with a remote interface to control or perform settings This point is the main difference between home automation and the smart home domain. Home automation generally requires inhabitants’ decisions, whereas smart homes involve an form of artificial intelligence (AI) that performs some decisions [19,20]. This AI is designed to reach some objectives

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