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Erschienen in: Neural Processing Letters 1/2023

22.06.2022

Routing Algorithm for Underwater Acoustic Sensor Network

verfasst von: M. Ayyadurai, J. Seetha, Syed Mohd Fazal Ui Haque, R. Juliana, C. Karthikeyan

Erschienen in: Neural Processing Letters | Ausgabe 1/2023

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Abstract

Underwater Acoustic Sensor Networks (UASNs) encompass concerned a great deal interest in together with the educational as well as manufacturing fields. Because of the instant predictability, incidence selectivity and extremely in complete obtainable bandwidth, the Underwater Acoustic (UWA) strait are usually recognized because it demanding message intermediate utilized nowadays. The paper proposed Cluster-Based Cuckoo Search Algorithm (CSA) to accomplish the weight of extensive underwater sensor networks. The network optimized structural design and it establishes the idea of cluster within wireless cellular message. Then, the Fuzzy Clustering Means (FCM) is used to cluster the underwater sensor nodes thereby providing information communication topology amongst underwater sensor nodes thus the whole power utilization method is able to decreased along with trouble of power utilizing stability of underwater sensor nodes be able to resolve wherever the information gathered through every cluster head is broadcast toward the bottom getting terminal equipment, with more over stability as well as consume the energy of the network. The result revealed that our proposed performance execute better results than existing optimization algorithms like GWO with GA intended for energy consumption along within formation delivery ratio, because Cluster-Based CSA is able to provide extensively less empower utilization of network thereby developing better data transmission of nodes.

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Literatur
1.
Zurück zum Zitat Gola Kamal Kumar, Gupta Bhumika (2020) Underwater sensor networks: comparative analysis on applications, deployment and routing techniques. IET Communications 14(17):2859–2870CrossRef Gola Kamal Kumar, Gupta Bhumika (2020) Underwater sensor networks: comparative analysis on applications, deployment and routing techniques. IET Communications 14(17):2859–2870CrossRef
2.
Zurück zum Zitat Song X, Gong Y, Jin D, Li Q (2019) Nodes deployment optimization algorithm based on improved evidence theory of underwater wireless sensor networks. Photon Netw Commun 37(2):224–232CrossRef Song X, Gong Y, Jin D, Li Q (2019) Nodes deployment optimization algorithm based on improved evidence theory of underwater wireless sensor networks. Photon Netw Commun 37(2):224–232CrossRef
3.
Zurück zum Zitat Ali Mohammad Furqan, Dushantha Nalin K, Jayakody YuryAlexandrovich, Chursin SoféineAffes, Dmitry Sonkin (2020) Recent advances and future directions on underwater wireless communications. Arch Computat Methods in Eng 27(5):1379–1412CrossRef Ali Mohammad Furqan, Dushantha Nalin K, Jayakody YuryAlexandrovich, Chursin SoféineAffes, Dmitry Sonkin (2020) Recent advances and future directions on underwater wireless communications. Arch Computat Methods in Eng 27(5):1379–1412CrossRef
4.
Zurück zum Zitat Peng M, Sun Y, Li X, Mao Z, Wang C (2016) Recent advances in cloud radio access networks: system architectures, key techniques, and open issues. IEEE Commun Surv Tutor 18(3):2282–2308CrossRef Peng M, Sun Y, Li X, Mao Z, Wang C (2016) Recent advances in cloud radio access networks: system architectures, key techniques, and open issues. IEEE Commun Surv Tutor 18(3):2282–2308CrossRef
5.
Zurück zum Zitat Ahmad Ashfaq, Ahmed Sheeraz, Imran Muhammad, Alam Masoom, Niaz Iftikhar Azim, Javaid Nadeem (2017) On energy efficiency in underwater wireless sensor networks with cooperative routing. Ann Telecommun 72(3–4):173–188CrossRef Ahmad Ashfaq, Ahmed Sheeraz, Imran Muhammad, Alam Masoom, Niaz Iftikhar Azim, Javaid Nadeem (2017) On energy efficiency in underwater wireless sensor networks with cooperative routing. Ann Telecommun 72(3–4):173–188CrossRef
6.
Zurück zum Zitat Alsaafin Areej, Khedr Ahmed M, Aghbari Zaher Al (2018) Distributed trajectory design for data gathering using mobile sink in wireless sensor networks. AEU-Int J Electr Commun 96:1–12CrossRef Alsaafin Areej, Khedr Ahmed M, Aghbari Zaher Al (2018) Distributed trajectory design for data gathering using mobile sink in wireless sensor networks. AEU-Int J Electr Commun 96:1–12CrossRef
7.
Zurück zum Zitat Liu L, Ma M, Liu C, Shu Y (2017) Optimal relay node placement and flow allocation in underwater acoustic sensor networks. IEEE Trans Commun 65(5):2141–2152CrossRef Liu L, Ma M, Liu C, Shu Y (2017) Optimal relay node placement and flow allocation in underwater acoustic sensor networks. IEEE Trans Commun 65(5):2141–2152CrossRef
8.
Zurück zum Zitat Chang Chip-Hong, Molahosseini Amir Sabbagh, Zarandi AzadehAlsadatEmrani, Tay Tian Fatt (2015) Residue number systems: A new paradigm to datapath optimization for low-power and high-performance digital signal processing applications. IEEE Circuits Syst Mag 15(4):26–44CrossRef Chang Chip-Hong, Molahosseini Amir Sabbagh, Zarandi AzadehAlsadatEmrani, Tay Tian Fatt (2015) Residue number systems: A new paradigm to datapath optimization for low-power and high-performance digital signal processing applications. IEEE Circuits Syst Mag 15(4):26–44CrossRef
9.
Zurück zum Zitat Khan Anwar, Ali Ihsan, Ghani Abdullah, Khan Nawsher, Alsaqer Mohammed, Rahman Atiq Ur, Mahmood Hasan (2018) Routing protocols for underwater wireless sensor networks: taxonomy, research challenges, routing strategies and future directions. Sensors 18(5):1619CrossRef Khan Anwar, Ali Ihsan, Ghani Abdullah, Khan Nawsher, Alsaqer Mohammed, Rahman Atiq Ur, Mahmood Hasan (2018) Routing protocols for underwater wireless sensor networks: taxonomy, research challenges, routing strategies and future directions. Sensors 18(5):1619CrossRef
10.
Zurück zum Zitat Bhavathankar P, Chatterjee S, Misra S (2017) Link-quality aware path selection in the presence of proactive jamming in fallible wireless sensor networks. IEEE Trans Commun 66(4):1689–1704CrossRef Bhavathankar P, Chatterjee S, Misra S (2017) Link-quality aware path selection in the presence of proactive jamming in fallible wireless sensor networks. IEEE Trans Commun 66(4):1689–1704CrossRef
12.
Zurück zum Zitat Yildiz HuseyinUgur, Gungor VehbiCagri, Tavli Bulent (2018) Packet size optimization for lifetime maximization in underwater acoustic sensor networks. IEEE Trans Ind Inf 15(2):719–729CrossRef Yildiz HuseyinUgur, Gungor VehbiCagri, Tavli Bulent (2018) Packet size optimization for lifetime maximization in underwater acoustic sensor networks. IEEE Trans Ind Inf 15(2):719–729CrossRef
13.
Zurück zum Zitat Qu J, Zhang Z, Cui Y, Wang J, Mastorakis G (2019) Research and application of multi-node communication and energy consumption prediction control in underwater acoustic network. IEEE Access 7:41220–41229CrossRef Qu J, Zhang Z, Cui Y, Wang J, Mastorakis G (2019) Research and application of multi-node communication and energy consumption prediction control in underwater acoustic network. IEEE Access 7:41220–41229CrossRef
14.
Zurück zum Zitat Chen Y, Tang Y, Fang X, Wan L, Tao Yi, Xiaomei Xu (2021) PB-ACR: Node Payload Balanced Ant Colony Optimal Cooperative Routing for Multi-Hop Underwater Acoustic Sensor Networks. IEEE Access 9:57165–57178CrossRef Chen Y, Tang Y, Fang X, Wan L, Tao Yi, Xiaomei Xu (2021) PB-ACR: Node Payload Balanced Ant Colony Optimal Cooperative Routing for Multi-Hop Underwater Acoustic Sensor Networks. IEEE Access 9:57165–57178CrossRef
15.
Zurück zum Zitat Hindu Sateesh Kumar, Hyder Waheeduddin, Luque-Nieto Miguel-Angel, Poncela Javier, Otero Pablo (2019) Self-organizing and scalable routing protocol (SOSRP) for underwater acoustic sensor networks. Sensors 19(14):3130CrossRef Hindu Sateesh Kumar, Hyder Waheeduddin, Luque-Nieto Miguel-Angel, Poncela Javier, Otero Pablo (2019) Self-organizing and scalable routing protocol (SOSRP) for underwater acoustic sensor networks. Sensors 19(14):3130CrossRef
16.
Zurück zum Zitat Guan Q, Ji F, Liu Y, Hua Yu, Chen W (2019) Distance-vector-based opportunistic routing for underwater acoustic sensor networks. IEEE Internet Things J 6(2):3831–3839CrossRef Guan Q, Ji F, Liu Y, Hua Yu, Chen W (2019) Distance-vector-based opportunistic routing for underwater acoustic sensor networks. IEEE Internet Things J 6(2):3831–3839CrossRef
17.
Zurück zum Zitat Vijayalakshmi P Noorunnisa N Rajendran V (2017) Performance analysis of VBF protocol for position tracking of moving nodes in underwater communications. In 2017 International Conference on Communication and Signal Processing (ICCSP) (pp. 1813–1817). IEEE Vijayalakshmi P Noorunnisa N Rajendran V (2017) Performance analysis of VBF protocol for position tracking of moving nodes in underwater communications. In 2017 International Conference on Communication and Signal Processing (ICCSP) (pp. 1813–1817). IEEE
18.
Zurück zum Zitat Tran-Dang H, Kim D-S (2019) Channel-aware cooperative routing in underwater acoustic sensor networks. Journal of Communications and Networks 21(1):33–44CrossRef Tran-Dang H, Kim D-S (2019) Channel-aware cooperative routing in underwater acoustic sensor networks. Journal of Communications and Networks 21(1):33–44CrossRef
19.
Zurück zum Zitat Cheng En, Longhao Wu, Yuan F, Gao C, Yi J (2019) Node selection algorithm for underwater acoustic sensor network based on particle swarm optimization. IEEE access 7:164429–164443CrossRef Cheng En, Longhao Wu, Yuan F, Gao C, Yi J (2019) Node selection algorithm for underwater acoustic sensor network based on particle swarm optimization. IEEE access 7:164429–164443CrossRef
20.
Zurück zum Zitat Tran-Dang H, Kim D-S (2019) Channel-aware energy-efficient two-hop cooperative routing protocol for underwater acoustic sensor networks. IEEE Access 7:63181–63194CrossRef Tran-Dang H, Kim D-S (2019) Channel-aware energy-efficient two-hop cooperative routing protocol for underwater acoustic sensor networks. IEEE Access 7:63181–63194CrossRef
21.
Zurück zum Zitat Hu L, Yuan X, Liu X, Xiong S, Luo X (2018) Efficiently detecting protein complexes from protein interaction networks via alternating direction method of multipliers. IEEE/ACM Trans Comput Biol Bioinf 16(6):1922–1935CrossRef Hu L, Yuan X, Liu X, Xiong S, Luo X (2018) Efficiently detecting protein complexes from protein interaction networks via alternating direction method of multipliers. IEEE/ACM Trans Comput Biol Bioinf 16(6):1922–1935CrossRef
22.
Zurück zum Zitat Wu D, Luo X, Shang M, He Y, Wang G, Zhou M (2019) A deep latent factor model for high-dimensional and sparse matrices in recommender systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(7):4285–4296CrossRef Wu D, Luo X, Shang M, He Y, Wang G, Zhou M (2019) A deep latent factor model for high-dimensional and sparse matrices in recommender systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(7):4285–4296CrossRef
23.
Zurück zum Zitat Luo X, Zhou M, Li S, Wu D, Liu Z, Shang M (2019) Algorithms of unconstrained non-negative latent factor analysis for recommender systems. IEEE Transactions on Big Data 7(1):227–240CrossRef Luo X, Zhou M, Li S, Wu D, Liu Z, Shang M (2019) Algorithms of unconstrained non-negative latent factor analysis for recommender systems. IEEE Transactions on Big Data 7(1):227–240CrossRef
24.
Zurück zum Zitat Khan AT, Li S, Cao X, Liu W, Liu J, Wang YL, Yi Z, Song W, Hao A, Wang H, Mao W (2022) Human guided cooperative robotic agents in smart home using beetle antennae search. Inf Sci 65(122204):1–122204MathSciNet Khan AT, Li S, Cao X, Liu W, Liu J, Wang YL, Yi Z, Song W, Hao A, Wang H, Mao W (2022) Human guided cooperative robotic agents in smart home using beetle antennae search. Inf Sci 65(122204):1–122204MathSciNet
25.
Zurück zum Zitat Khan, A.T., Li, S. and Li, Z., 2021. Obstacle avoidance and model‐free tracking control for home automation using bio‐inspired approach. Advanced Control for Applications: Engineering and Industrial Systems, p.e63. Khan, A.T., Li, S. and Li, Z., 2021. Obstacle avoidance and model‐free tracking control for home automation using bio‐inspired approach. Advanced Control for Applications: Engineering and Industrial Systems, p.e63.
26.
Zurück zum Zitat Khan AT, Cao X, Li S, Hu B, Katsikis VN (2021) Quantum beetle antennae search: a novel technique for the constrained portfolio optimization problem. SCIENCE CHINA Inf Sci 64(5):1–14MathSciNetCrossRef Khan AT, Cao X, Li S, Hu B, Katsikis VN (2021) Quantum beetle antennae search: a novel technique for the constrained portfolio optimization problem. SCIENCE CHINA Inf Sci 64(5):1–14MathSciNetCrossRef
27.
Zurück zum Zitat Li S, Lou Y, Liu B (2014) Bluetooth aided mobile phone localization: a nonlinear neural circuit approach. ACM Transactions on Embedded Computing Systems (TECS) 13(4):1–15CrossRef Li S, Lou Y, Liu B (2014) Bluetooth aided mobile phone localization: a nonlinear neural circuit approach. ACM Transactions on Embedded Computing Systems (TECS) 13(4):1–15CrossRef
28.
Zurück zum Zitat Li S, Wang Z, Li Y (2013) Using laplacian eigenmap as heuristic information to solve nonlinear constraints defined on a graph and its application in distributed range-free localization of wireless sensor networks. Neural Process Lett 37(3):411–424CrossRef Li S, Wang Z, Li Y (2013) Using laplacian eigenmap as heuristic information to solve nonlinear constraints defined on a graph and its application in distributed range-free localization of wireless sensor networks. Neural Process Lett 37(3):411–424CrossRef
29.
Zurück zum Zitat Li S, Qin F (2013) A dynamic neural network approach for solving nonlinear inequalities defined on a graph and its application to distributed, routing-free, range-free localization of WSNs. Neurocomputing 117:72–80CrossRef Li S, Qin F (2013) A dynamic neural network approach for solving nonlinear inequalities defined on a graph and its application to distributed, routing-free, range-free localization of WSNs. Neurocomputing 117:72–80CrossRef
Metadaten
Titel
Routing Algorithm for Underwater Acoustic Sensor Network
verfasst von
M. Ayyadurai
J. Seetha
Syed Mohd Fazal Ui Haque
R. Juliana
C. Karthikeyan
Publikationsdatum
22.06.2022
Verlag
Springer US
Erschienen in
Neural Processing Letters / Ausgabe 1/2023
Print ISSN: 1370-4621
Elektronische ISSN: 1573-773X
DOI
https://doi.org/10.1007/s11063-022-10891-w

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