Title :
Indoors object location protocol in a smart home
Author :
Prado da Fonseca, Vinicius ; Rosa, Paulo F. F.
Author_Institution :
Syst. & Comput. Grad. Program, Inst. Mil. de Eng., Rio de Janeiro, Brazil
Abstract :
This article presents a system for tracking the position of objects within a smart home to support a robot assistant in pick-and-place tasks. The current system is capable of estimating the position of an object using the signal strength received by a mobile device in a ZigBee sensor network. Received strength signal indication measurements were done in laboratory for applying a estimation method. Two models were utilized (a) log-distance path loss - model in which signal lost has a random influence with log-normal distribution, and (b) free space decay law - based on the decay law for a signal on a open space. Experiments with satisfactory results were done with a public dataset to benchmark our data.
Keywords :
Zigbee; home automation; log normal distribution; mobile computing; object tracking; protocols; robot vision; service robots; wireless sensor networks; ZigBee sensor network; free space decay law; indoor object location protocol; log normal distribution; log-distance path loss; log-normal distribution; mobile device; object position estimation method; object position tracking; pick-and-place tasks; public dataset; received strength signal indication measurements; robot assistant; signal lost; smart home; Estimation; Laboratories; Mobile handsets; Mobile robots; Robot sensing systems; Smart homes; Indoors Positioning System; RSSI; ZigBee;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6700031