CR-NBEER: Cooperative-Relay Neighboring-Based Energy Efficient Routing Protocol for Marine Underwater Sensor Networks

  • Hussain, Altaf; 
  • Hussain, Tariq; 
  • Ullah, Inam; 
  • Muminov, Bahodir; 
  • Khan, Muhammad Zubair; 
  • 외 2명
Citations

WEB OF SCIENCE

25
Citations

SCOPUS

36

초록

This paper proposes a Cooperative-Relay Neighboring-Based Energy-Efficient Routing (CR-NBEER) protocol with advanced relay optimization for MUSN. The utilization of the relay nodes, among all other sensor nodes, makes it possible to achieve node-to-node deployment. The proposed method focuses only on cooperation and relay optimization schemes. Both schemes have previously been implemented, and thus the proposed method represents the extended version of the Neighboring-Based Energy-Efficient Routing (NBEER) protocol. Path loss, end-to-end delay, packet delivery ratio, and energy consumption parameters were considered as part of the performance evaluation. The average performance was revealed based on simulations, where the overall average EED of Co-UWSN was measured to be 35.5 ms, CEER was measured to be 26.7 ms, NBEER was measured to be 27.6 ms, and CR-NBEER was measured to be 19.3 ms. Similarly, the overall EC of Co-UWSN was measured to be 10.759 j, CEER was measured to be 8.694 j, NBEER was measured to be 8.309 j, and CR-NBEER was measured to be 7.644 j. The overall average PDR of Co-UWSN was calculated to be 79.227%, CEER was calculated to be 66.73.464%, NBEER was calculated to be 85.82%, and CR-NBEER was calculated to be 94.831%. The overall average PL of Co-UWSN was calculated at 137.5 dB, CEER was calculated at 230 dB, NBEER was calculated at 173.8 dB, and CR-NBEER was calculated at 79.9 dB. Based on the simulations and evaluations, it was observed that the cooperation and relay optimization scheme outperformed previous schemes.

키워드

marine communication; cooperating routing; relay optimization; CR-NBEER; NBEER; CEER; Co-UWSN; autonomous underwater vehicles; underwater sensors; path loss
제목
CR-NBEER: Cooperative-Relay Neighboring-Based Energy Efficient Routing Protocol for Marine Underwater Sensor Networks
저자
Hussain, Altaf; Hussain, Tariq; Ullah, Inam; Muminov, Bahodir; Khan, Muhammad Zubair; Alfarraj, Osama; Gafar, Amr
DOI
10.3390/jmse11071474
발행일
2023-07
유형
Article
저널명
JOURNAL OF MARINE SCIENCE AND ENGINEERING
권
11
호
7