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Slot Occupancy-Based Collision Avoidance Algorithm for Very-High-Frequency Data Exchange System Network in Maritime Internet of Thingsoa mark
  • Lee, Sol Bee ;
  • Kwon, Jung Hyok ;
  • Kim, Bu Young ;
  • Shim, Woo Seong ;
  • Shon, Taeshik ;
  • Kim, Eui Jik
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Publication Year
2024-12-01
Journal
Applied Sciences (Switzerland)
Publisher
Multidisciplinary Digital Publishing Institute (MDPI)
Citation
Applied Sciences (Switzerland), Vol.14 No.24
Keyword
collision avoidancemaritime Internet of Thingsslot occupancyVDE-TERVDES
Mesh Keyword
(VHF) data exchange systemAutomatic identification systemCollisions avoidanceData exchange systemHigh frequency dataMaritime internet of thingSlot occupancySystems networksVDE-terrestrialVery high frequency
All Science Classification Codes (ASJC)
Materials Science (all)InstrumentationEngineering (all)Process Chemistry and TechnologyComputer Science ApplicationsFluid Flow and Transfer Processes
Abstract
The maritime industry is undergoing a paradigm shift driven by rapid advancements in wireless communication and an increase in maritime traffic data. However, the existing automatic identification system (AIS) struggles to accommodate the increasing maritime traffic data, leading to the introduction of the very-high-frequency (VHF) data exchange system (VDES). While the VDES increases bandwidth and data rates, ensuring the stable transmission of maritime IoT (MIoT) application data in congested coastal areas remains a challenge due to frequent collisions of AIS messages. This paper presents a slot occupancy-based collision avoidance algorithm (SOCA) for a VDES network in the MIoT. SOCA is designed to mitigate the impact of interference caused by transmissions of AIS messages on transmissions of VDE-Terrestrial (VDE-TER) data in coastal areas. To this end, SOCA provides four steps: (1) construction of the neighbor information table (NIT) and VDES frame maps, (2) construction of the candidate slot list, (3) TDMA channel selection, and (4) slot selection for collision avoidance. SOCA operates by constructing the NIT based on AIS messages to estimate the transmission intervals of AIS messages and updating VDES frame maps upon receiving VDES messages to monitor slot usage dynamically. After that, it generates a candidate slot list for VDE-TER channels, classifying the slots into interference and non-interference categories. SOCA then selects a TDMA channel that minimizes AIS interference and allocates slots with low expected occupancy probabilities to avoid collisions. To evaluate the performance of SOCA, we conducted experimental simulations under static and dynamic ship scenarios. In the static ship scenario, SOCA outperforms the existing VDES, achieving improvements of 13.58% in aggregate throughput, 11.50% in average latency, 33.60% in collision ratio, and 22.64% in packet delivery ratio. Similarly, in the dynamic ship scenario, SOCA demonstrates improvements of 7.30%, 11.99%, 39.27%, and 11.82% in the same metrics, respectively.
ISSN
2076-3417
Language
eng
URI
https://aurora.ajou.ac.kr/handle/2018.oak/38097
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85213266788&origin=inward
DOI
https://doi.org/10.3390/app142411751
Journal URL
https://www.mdpi.com/journal/applsci/
Type
Article
Funding
This research is supported by a grant from Republic of Korea National R&D Project \u201CDevelopment of Internet like maritime network technology and diversification of LTE-Maritime user equipment\u201D funded by Ministry of Oceans and Fisheries (KS211523).
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