Journal of ICT Research and Applications ITB Bandung Vol. 14 No. 3 2020
A Proposed Hidden Markov Model Method for Dynamic Device Pairing on Internet of Things End Devices

Dublin Core

Title

Journal of ICT Research and Applications ITB Bandung Vol. 14 No. 3 2020
A Proposed Hidden Markov Model Method for Dynamic Device Pairing on Internet of Things End Devices

Subject

device pairing; dynamic device pairing; hidden Markov model; Internet of Things; received signal strength indicator.

Description

Abstract. Dynamic device pairing is a context-based zero-interaction method to pair end devices in an IoT system based on received signal strength indicator (RSSI) values. However, if RSSI detection is done at a high level, the accuracy is compromised due to poor sampling rates. This paper proposes to use a hidden Markov model to increase the performance of dynamic device pairing detection. An IoT system was implemented consisting of an access point, an IoT end device, an IoT platform, and an IoT application. A comparison was made between two different methods to prove the concept. The results show that the accuracy of dynamic device
pairing with HMM (83.93%) was better than without HMM compared (68.12%).

Creator

Aji Gautama Putrada & Nur Ghaniaviyanto Ramadhan

Source

DOI: 10.5614/itbj.ict.res.appl.2020.14.3.5

Publisher

IRCS-ITB

Date

23 Maret 2021

Contributor

Sri Wahyuni

Rights

ISSN: 2337-5787

Format

PDF

Language

English

Type

Text

Coverage

Journal of ICT Research and Applications ITB Bandung Vol. 14 No. 3 2020

Files

Collection

Vol. 14 No. 3 2020

Tags

,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon ,

Citation

Aji Gautama Putrada & Nur Ghaniaviyanto Ramadhan, “Journal of ICT Research and Applications ITB Bandung Vol. 14 No. 3 2020
A Proposed Hidden Markov Model Method for Dynamic Device Pairing on Internet of Things End Devices,” Repository Horizon University Indonesia, accessed November 21, 2024, https://repository.horizon.ac.id/items/show/3393.