A Proposed Hidden Markov Model Method for Dynamic Device Pairing on Internet of Things End-Devices
Putrada Aji Gautama
Primary Author
mixed material
bibliography
Bandung
ITB Journal Publisher
2021
e
English
hlm : 274-285
Journal of ICT Research and Application
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. But if RSSI detection is done in high level, the accuracy is troublesome due to poor sampling rates. This research proposes the Hidden Markov Model method to increase the performance of dynamic device pairing detection. This research implements an IoT system consisting an Access Point, an IoT End Device, an IoT Platform, and an IoT application and performs a comparison of two different methods to prove the concept. The results show that the precision of dynamic device pairing with HMM is better than without HMM and the value is 83,93%.
Ilmu Teknik
JICTRA
23375787
Perpustakaan Teknik UPI YAI
JICTRA V14N3 February 2021
JICTRA3a-005
Perpustakaan FT UPI YAI
JICTRA V14N3 February 2021
JICTRA3b-005
Perpustakaan FT UPI YAI
JICTRA V14N3 February 2021
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2023-02-13 14:57:47
2023-02-13 14:57:47
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