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Opportunistic data collection for IoT-based indoor air quality monitoring

Version 2 2024-06-05, 01:31
Version 1 2018-11-13, 13:31
conference contribution
posted on 2024-06-05, 01:31 authored by A Zhalgasbekova, Arkady ZaslavskyArkady Zaslavsky, S Saguna, K Mitra, PP Jayaraman
Opportunistic sensing advance methods of IoT data collection using the mobility of data mules, the proximity of transmitting sensor devices and cost efficiency to decide when, where, how and at what cost collect IoT data and deliver it to a sink. This paper proposes, develops, implements and evaluates the algorithm called CollMule which builds on and extends the 3D kNN approach to discover, negotiate, collect and deliver the sensed data in an energy- and cost-efficient manner. The developed CollMule software prototype uses Android platform to handle indoor air quality data from heterogeneous IoT devices. The CollMule evaluation is based on performing rate, power consumption and CPU usage of single algorithm cycle. The outcomes of these experiments prove the feasibility of CollMule use on mobile smart devices.

History

Volume

LNCS 10531

Pagination

53-65

Location

St. Petersburg, Russia

Start date

2017-08-28

End date

2017-08-30

ISSN

0302-9743

eISSN

1611-3349

ISBN-13

9783319673790

Language

eng

Publication classification

E Conference publication, E1.1 Full written paper - refereed

Copyright notice

2017, Springer International Publishing AG

Editor/Contributor(s)

Galinina O, Andreev S, Balandin S, Koucheryavy Y

Title of proceedings

ruSMART 2017, NsCC 2017, NEW2AN 2017 : Proceedings of the 2017 10th Conference on Internet of Things and Smart Spaces, the Third International Workshop on Nano-scale Computing and Communications and the 17th International Conference on Next Generation Wired/Wireless Networking

Event

IEEE Communications Society Russia Northwest Chapter. Conference (2017 : St. Petersburg, Russia)

Publisher

Springer

Place of publication

Cham, Switzerland

Series

IEEE Communications Society Russia Northwest Chapter Conference

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