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A hybrid objective function with empirical stability aware to improve RPL for IoT applications

International Journal of Electrical and Computer Engineering (IJECE) · Vol. 11 No. 3 (2021)

DOI
10.11591/ijece.v11i3.pp2350-2359
ISSN
2722-2578, 2088-8708
Published
2021-06-01
Publisher
Institute of Advanced Engineering and Science
License
creativecommons.org/licenses/by-sa/4.0

Abstract

The diverse applications of the internet of things (IoT) require adaptable routing protocol able to cope with several constraints. Thus, RPL protocol was designed to meet the needs for IoT networks categorized as low power and lossy networks (LLN). RPL uses an objective function based on specific metrics for preferred parents selection through these packets are sent to root. The single routing metric issue generally doesn’t satisfy all routing performance requirements, whereas some are improved others are degraded. In that purpose, we propose a hybrid objective function with empirical stability aware (HOFESA), implemented in the network layer of the embedded operating system CONTIKI, which combines linearly three weighty metrics namely hop count, RSSI and node energy consumption. Also, To remedy to frequent preferred parents changes problems caused by taking into account more than one metric, our proposal relies on static and empirical thresholds. The designed HOFESA, evaluated under COOJA emulator against Standard-RPL and EC-OF, showed a packet delivery ratio improvement, a decrease in the power consumption, the convergence time and DIO control messages as well as it gives network stability through an adequate churn.

Collaboration network of the authors

17 authors · 42 co-authorship links

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  • University of Hassan II Casablanca
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Abdennaceur BaghdadUniversity of Hassan II Casablanca7
Abdelhakim BalloukUniversity of Hassan II Casablanca3
Hicham QaboucheUniversity of Hassan II Casablanca3
Btissam BoustaniUniversity of Hassan II Casablanca2
Salmi HassanUniversity of Hassan II Casablanca2
Mourad ZegrariUniversity of Hassan II Casablanca2
Baghdad AbdenaceurAffiliation unknown2
Imane AssiniUniversity of Hassan II Casablanca2
Jihane OuchrifUniversity of Hassan II Casablanca2
Abir ZaidiUniversity of Hassan II Casablanca1
Nourdine HerbazUniversity of Hassan II Casablanca1
Hassan El IdrissiUniversity of Hassan II Casablanca1
Hamza SabirUniversity of Hassan II Casablanca1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

This record comes from Crossref (what the publisher deposited), because the journal's own OAI-PMH endpoint could not be harvested.

Metadata source: Crossref API (cadangan, berdasarkan ISSN) https://api.crossref.org/journals/2088-8708/works, first harvested 27 Okt 2026, last seen 27 Okt 2026.
Metadata as oai_dc, converted from Crossref
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