AGV-Integrated Noise-Aware Adaptive Clustering for Industrial Wireless Sensor Networks in smart factories
Industrial Wireless Sensor Networks (IWSNs) play a critical role in real-time monitoring and data collection in smart factories. However, energy constraints in sensor nodes significantly limit the network lifespan. In addition, traditional simulation methods overlook the impact of industrial noise,...
Uloženo v:
| Vydáno v: | Ad hoc networks Ročník 177; s. 103906 |
|---|---|
| Hlavní autoři: | , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier B.V
01.10.2025
|
| Témata: | |
| ISSN: | 1570-8705 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | Industrial Wireless Sensor Networks (IWSNs) play a critical role in real-time monitoring and data collection in smart factories. However, energy constraints in sensor nodes significantly limit the network lifespan. In addition, traditional simulation methods overlook the impact of industrial noise, reducing the truthfulness of experimental results. To address these challenges, we propose an Automated Guided Vehicle-Integrated Noise-Aware Adaptive Clustering (A-INAC) algorithm. The algorithm incorporates an Industrial Wireless Noise Model (IWNM) to reflect noise characteristics in the factory environment and optimizes the selection of cluster directors to achieve more balanced energy consumption. In addition, a hierarchical transmission strategy leveraging the mobility of AGVs is designed to meet large-scale network transmission needs. Simulation results demonstrate that the A-INAC algorithm can effectively reduce network energy consumption and extend network lifetime by 39% and 118% compared to LEACH and LEACH-C, respectively. |
|---|---|
| AbstractList | Industrial Wireless Sensor Networks (IWSNs) play a critical role in real-time monitoring and data collection in smart factories. However, energy constraints in sensor nodes significantly limit the network lifespan. In addition, traditional simulation methods overlook the impact of industrial noise, reducing the truthfulness of experimental results. To address these challenges, we propose an Automated Guided Vehicle-Integrated Noise-Aware Adaptive Clustering (A-INAC) algorithm. The algorithm incorporates an Industrial Wireless Noise Model (IWNM) to reflect noise characteristics in the factory environment and optimizes the selection of cluster directors to achieve more balanced energy consumption. In addition, a hierarchical transmission strategy leveraging the mobility of AGVs is designed to meet large-scale network transmission needs. Simulation results demonstrate that the A-INAC algorithm can effectively reduce network energy consumption and extend network lifetime by 39% and 118% compared to LEACH and LEACH-C, respectively. |
| ArticleNumber | 103906 |
| Author | Duan, Ying Fortino, Giancarlo Pace, Pasquale Fu, Tongyao Aloi, Gianluca Li, Lingling |
| Author_xml | – sequence: 1 givenname: Ying surname: Duan fullname: Duan, Ying email: able0607@163.com organization: School of Computer Science, Zhengzhou University of Aeronautics, Zhengzhou, Henan 450046, China – sequence: 2 givenname: Tongyao orcidid: 0009-0009-9869-9000 surname: Fu fullname: Fu, Tongyao email: futongyao07@163.com organization: School of Computer Science, Zhengzhou University of Aeronautics, Zhengzhou, Henan 450046, China – sequence: 3 givenname: Lingling surname: Li fullname: Li, Lingling email: lilingling@zua.edu.cn organization: Zhengzhou University of Aeronautics, Zhengzhou, Henan 450046, China – sequence: 4 givenname: Pasquale surname: Pace fullname: Pace, Pasquale email: ppace@dimes.unical.it organization: Department of Informatics, Modelling, Electronics and Systems (DIMES), University of Calabria, Via P. Bucci, Rende, CS 87036, Italy – sequence: 5 givenname: Gianluca orcidid: 0000-0002-4688-1021 surname: Aloi fullname: Aloi, Gianluca email: gianluca.aloi@unical.it organization: Department of Informatics, Modelling, Electronics and Systems (DIMES), University of Calabria, Via P. Bucci, Rende, CS 87036, Italy – sequence: 6 givenname: Giancarlo surname: Fortino fullname: Fortino, Giancarlo email: g.fortino@unical.it organization: Department of Informatics, Modelling, Electronics and Systems (DIMES), University of Calabria, Via P. Bucci, Rende, CS 87036, Italy |
| BookMark | eNp9kM1OQjEQhbvARECfwE1f4OL09v7QhQtCFEkILvxbNqV3isVrS9qK8e0t4trV5MzkTM75RmTgvENCrhhMGLDmejdR3ZvXkxLKOm-4gGZAhqxuoZi2UJ-TUYw7gFKUwIbEzhYvxdIl3AaVsKNrbyMWsy8VkM46tU_2gHTef8aEwbotNT7QpeuyDlb19NUG7DFG-ogu5tMa05cP75FaR-OHCokapZMPFuMFOTOqj3j5N8fk-e72aX5frB4Wy_lsVWgOkIoKqlIzFIIjr4E3bWOE0iWbalaCqUBlCcKUra4rvWlrg2AEbLSumeKiQz4m_PRXBx9jQCP3weYo35KBPBKSO_lLSB4JyROh7Lo5uTBHO1gMMmqLTmOXG-okO2__9f8Amx51QQ |
| Cites_doi | 10.3390/a13030072 10.1109/COMST.2017.2759725 10.1016/j.adhoc.2022.103079 10.1109/JSYST.2022.3192856 10.1016/j.future.2022.05.001 10.1109/JSAC.2024.3443759 10.1109/JIOT.2023.3302236 10.1109/TAP.2024.3513553 10.1016/j.adhoc.2018.07.022 10.1109/JIOT.2020.3038215 10.1007/s11277-021-09398-9 10.1109/JIOT.2022.3162106 10.1109/JAS.2024.124635 10.1016/j.aeue.2023.154758 10.1109/TNET.2002.808417 10.1007/s11276-020-02435-8 10.1016/j.asoc.2022.109444 10.3390/s22062087 10.1109/ACCESS.2021.3070054 10.1109/JIOT.2021.3121529 10.1016/j.procs.2020.07.078 10.1016/j.jmsy.2022.09.017 10.1007/s12083-023-01458-0 10.1016/j.eswa.2023.122780 10.1109/JIOT.2022.3189807 10.3390/s21020548 10.1109/TII.2016.2587842 10.3390/pr11020534 10.1007/s00500-023-07964-w 10.1007/s11277-020-07294-2 10.1016/j.adhoc.2012.11.002 |
| ContentType | Journal Article |
| Copyright | 2025 The Authors |
| Copyright_xml | – notice: 2025 The Authors |
| DBID | 6I. AAFTH AAYXX CITATION |
| DOI | 10.1016/j.adhoc.2025.103906 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| ExternalDocumentID | 10_1016_j_adhoc_2025_103906 S1570870525001544 |
| GroupedDBID | --K --M .DC .~1 0R~ 1B1 1~. 1~5 23M 4.4 457 4G. 5GY 5VS 6I. 6OB 7-5 71M 8P~ AAEDT AAEDW AAFTH AAIKJ AAKOC AALRI AAOAW AAQFI AATTM AAXKI AAXUO AAYFN AAYWO ABBOA ABJNI ABMAC ACDAQ ACGFS ACLOT ACRLP ACVFH ACZNC ADBBV ADCNI ADEZE ADTZH AEBSH AECPX AEIPS AEKER AENEX AEUPX AFJKZ AFPUW AFTJW AGHFR AGUBO AGYEJ AHJVU AHZHX AIALX AIEXJ AIGII AIIUN AIKHN AITUG AKBMS AKRWK AKYEP ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU AOUOD APXCP AXJTR BJAXD BKOJK BLXMC CS3 EBS EFJIC EFKBS EFLBG EO8 EO9 EP2 EP3 FDB FEDTE FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HVGLF IHE J1W JJJVA KOM M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 ROL RPZ SDF SDG SDP SES SEW SPC SPCBC SST SSV SSZ T5K ~G- ~HD 9DU AAYXX ABFNM ABWVN ABXDB ACNNM ACRPL ADJOM ADMUD ADNMO CITATION EJD HZ~ UHS |
| ID | FETCH-LOGICAL-c300t-4042c1e993e3503676f9ac218c120f40af9a09f27c54cb75fe0f90bcc51a39de3 |
| ISICitedReferencesCount | 0 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001504012700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1570-8705 |
| IngestDate | Sat Nov 29 07:32:30 EST 2025 Sat Oct 11 16:50:30 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Automated guided vehicle-integrated noise-aware adaptive clustering algorithm Industrial wireless noise model Industrial wireless sensor network |
| Language | English |
| License | This is an open access article under the CC BY license. |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c300t-4042c1e993e3503676f9ac218c120f40af9a09f27c54cb75fe0f90bcc51a39de3 |
| ORCID | 0009-0009-9869-9000 0000-0002-4688-1021 |
| OpenAccessLink | https://dx.doi.org/10.1016/j.adhoc.2025.103906 |
| ParticipantIDs | crossref_primary_10_1016_j_adhoc_2025_103906 elsevier_sciencedirect_doi_10_1016_j_adhoc_2025_103906 |
| PublicationCentury | 2000 |
| PublicationDate | 2025-10-01 2025-10-00 |
| PublicationDateYYYYMMDD | 2025-10-01 |
| PublicationDate_xml | – month: 10 year: 2025 text: 2025-10-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationTitle | Ad hoc networks |
| PublicationYear | 2025 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Kaedi, Bohlooli, Pakrooh (b34) 2022; 128 Vlacic, Huang, Dotoli, Wang, Ioannou, Fan, Wang, Carli, Lv, Li (b1) 2024; 11 Liu, Chang, Hong, Wu, So, Jorswieck, Yu (b17) 2024 Fang, Li, Qun Li, Ping Gong (b4) 2025; 73 Lee, Jiang (b45) 2020; 8 Aslam, Tufail, Apong, De Silva, Kalinaki, Namoun (b7) 2024 Majid, Habib, Javed, Rizwan, Srivastava, Gadekallu, Lin (b11) 2022; 22 Chaurasia, Kumar, Kumar (b33) 2023; 141 Tang, Tang, Claramunt, Hu, Zhou (b8) 2021; 9 Vazhuthi, Prasanth, Manikandan, Sowndarya (b14) 2023; 16 Vivekanand, Bagan (b28) 2020; 113 Liu, Li, Zhang, Xiao, Zhou (b30) 2021; vol. 2 Li, Liu, Zhang, Xu, Xiao, Zhou (b3) 2022; 17 Leng, Sha, Wang, Zheng, Zhuang, Liu, Wuest, Mourtzis, Wang (b12) 2022; 65 Nakas, Kandris, Visvardis (b15) 2020; 13 Mistarihi, Bany Salameh, Alsaadi, Beyca, Heilat, Al-Shobaki (b26) 2023; 11 Zheng, Wang, Cao (b37) 2014; 26 Hamdi, Essaddi, Boudriga (b18) 2008 Vijayalakshmi, Kavithaa, Kousik (b27) 2023; 128 Hnini, Fihri, Hajami, Kandoussi, Nabil (b31) 2020; 175 Zhao, Cui, Guo, Liu, Li, Wen (b36) 2022; 33 Gong, Li, Fang (b5) 2023; 11 Kanoun, Bradai, Khriji, Bouattour, El Houssaini, Ben Ammar, Naifar, Bouhamed, Derbel, Viehweger (b10) 2021; 21 Choudhary, Badholia, Sharma, Patel, Jain (b29) 2023; 27 Qin, Dai, Mitchell (b44) 2013; 11 Li, Liu, Xiao, Zhou (b2) 2022; 9 Mahlangu, Motsa, Richards, Mamba, George, Nthunya (b40) 2024 Poornima, Vimala, Shreyas (b16) 2023; 213 Mahesh, Vijayachitra (b41) 2022; 173 Yu, Zheng, Pang, Gidlund, Åkerberg, Björkman (b19) 2013 Kandris, Evangelakos, Rountos, Tselikis, Anastasiadis (b24) 2023; 169 Anand, Singh, Pandey, Pandey, Nassa, Pramanik (b39) 2022 Zhou, Ngoh, Lee, Fu (b22) 2004; vol. 2 Yu, Gidlund, Åkerberg, Björkman (b20) 2016; 13 Zhang, Ren, Song, Liu, Zhang, Qian (b43) 2021; 9 Liu, Li, Zhang, Xu, Xiao, Zhou (b6) 2022; 135 Jia, Linghua (b38) 2023; 49 Luo, Xie, Zhang, Zhang, Li, Zhou (b35) 2024; 241 Raza, Aslam, Le-Minh, Hussain, Cao, Khan (b25) 2017; 20 Radhika, Sivakumar (b32) 2021; 27 Yuan, Zhuo, Wei, Qu (b13) 2024 Zhang, Li, Qian (b23) 2010 Duan, Luo, Li, Pace, Aloi, Fortino (b42) 2018; 81 Liu, Li, Xiao, Li, Chen, Qu, Zhou (b9) 2022; 9 Intanagonwiwat, Govindan, Estrin, Heidemann, Silva (b21) 2003; 11 Lee (10.1016/j.adhoc.2025.103906_b45) 2020; 8 Liu (10.1016/j.adhoc.2025.103906_b6) 2022; 135 Majid (10.1016/j.adhoc.2025.103906_b11) 2022; 22 Intanagonwiwat (10.1016/j.adhoc.2025.103906_b21) 2003; 11 Li (10.1016/j.adhoc.2025.103906_b3) 2022; 17 Chaurasia (10.1016/j.adhoc.2025.103906_b33) 2023; 141 Zhao (10.1016/j.adhoc.2025.103906_b36) 2022; 33 Yuan (10.1016/j.adhoc.2025.103906_b13) 2024 Mahesh (10.1016/j.adhoc.2025.103906_b41) 2022; 173 Aslam (10.1016/j.adhoc.2025.103906_b7) 2024 Vijayalakshmi (10.1016/j.adhoc.2025.103906_b27) 2023; 128 Vivekanand (10.1016/j.adhoc.2025.103906_b28) 2020; 113 Liu (10.1016/j.adhoc.2025.103906_b30) 2021; vol. 2 Choudhary (10.1016/j.adhoc.2025.103906_b29) 2023; 27 Liu (10.1016/j.adhoc.2025.103906_b17) 2024 Gong (10.1016/j.adhoc.2025.103906_b5) 2023; 11 Mahlangu (10.1016/j.adhoc.2025.103906_b40) 2024 Zhou (10.1016/j.adhoc.2025.103906_b22) 2004; vol. 2 Vazhuthi (10.1016/j.adhoc.2025.103906_b14) 2023; 16 Duan (10.1016/j.adhoc.2025.103906_b42) 2018; 81 Mistarihi (10.1016/j.adhoc.2025.103906_b26) 2023; 11 Qin (10.1016/j.adhoc.2025.103906_b44) 2013; 11 Li (10.1016/j.adhoc.2025.103906_b2) 2022; 9 Hamdi (10.1016/j.adhoc.2025.103906_b18) 2008 Fang (10.1016/j.adhoc.2025.103906_b4) 2025; 73 Liu (10.1016/j.adhoc.2025.103906_b9) 2022; 9 Yu (10.1016/j.adhoc.2025.103906_b20) 2016; 13 Nakas (10.1016/j.adhoc.2025.103906_b15) 2020; 13 Jia (10.1016/j.adhoc.2025.103906_b38) 2023; 49 Kaedi (10.1016/j.adhoc.2025.103906_b34) 2022; 128 Luo (10.1016/j.adhoc.2025.103906_b35) 2024; 241 Anand (10.1016/j.adhoc.2025.103906_b39) 2022 Zhang (10.1016/j.adhoc.2025.103906_b43) 2021; 9 Kanoun (10.1016/j.adhoc.2025.103906_b10) 2021; 21 Kandris (10.1016/j.adhoc.2025.103906_b24) 2023; 169 Leng (10.1016/j.adhoc.2025.103906_b12) 2022; 65 Yu (10.1016/j.adhoc.2025.103906_b19) 2013 Raza (10.1016/j.adhoc.2025.103906_b25) 2017; 20 Zheng (10.1016/j.adhoc.2025.103906_b37) 2014; 26 Zhang (10.1016/j.adhoc.2025.103906_b23) 2010 Hnini (10.1016/j.adhoc.2025.103906_b31) 2020; 175 Radhika (10.1016/j.adhoc.2025.103906_b32) 2021; 27 Vlacic (10.1016/j.adhoc.2025.103906_b1) 2024; 11 Poornima (10.1016/j.adhoc.2025.103906_b16) 2023; 213 Tang (10.1016/j.adhoc.2025.103906_b8) 2021; 9 |
| References_xml | – volume: 173 year: 2022 ident: b41 article-title: Hierarchical autoregressive bidirectional least-mean-square algorithm for data aggregation in WSN based IoT network publication-title: Adv. Eng. Softw. – year: 2024 ident: b17 article-title: A survey of recent advances in optimization methods for wireless communications publication-title: IEEE J. Sel. Areas Commun. – year: 2024 ident: b13 article-title: Multi-objective routing optimization to support IoUT applications in UWSNs publication-title: IEEE Internet Things J. – volume: 113 start-page: 1823 year: 2020 end-page: 1837 ident: b28 article-title: Secure distance based improved leach routing to prevent puea in cognitive radio network publication-title: Wirel. Pers. Commun. – volume: 11 start-page: 1723 year: 2024 end-page: 1727 ident: b1 article-title: Automation 5.0: The key to systems intelligence and industry 5.0 publication-title: IEEE/CAA J. Autom. Sin. – volume: 141 year: 2023 ident: b33 article-title: Mocraw: A meta-heuristic optimized cluster head selection based routing algorithm for wsns publication-title: Ad Hoc Netw. – volume: 73 start-page: 1185 year: 2025 end-page: 1190 ident: b4 article-title: Wideband, high-gain, and tri-polarized cylindrical dielectric resonator antenna employing six high-order modes publication-title: IEEE Trans. Antennas and Propagation – volume: 11 start-page: 2 year: 2003 end-page: 16 ident: b21 article-title: Directed diffusion for wireless sensor networking publication-title: IEEE/ACM Trans. Netw. – volume: 128 start-page: 25 year: 2023 end-page: 42 ident: b27 article-title: Improving data communication of wireless sensor network using energy efficient adaptive cluster-head selection algorithm for secure routing publication-title: Wirel. Pers. Commun. – volume: 33 start-page: 622 year: 2022 end-page: 640 ident: b36 article-title: Energy-efficient clustering routing protocol for wireless sensor networks based on virtual force publication-title: J. Softw. – volume: 16 start-page: 1049 year: 2023 end-page: 1068 ident: b14 article-title: A hybrid ANFIS reptile optimization algorithm for energy-efficient inter-cluster routing in internet of things-enabled wireless sensor networks publication-title: Peer-to-Peer Netw. Appl. – volume: vol. 2 start-page: 525 year: 2004 end-page: 529 ident: b22 article-title: A hierarchical scheme for data aggregation in sensor network publication-title: Proceedings. 2004 12th IEEE International Conference on Networks (ICON 2004)(IEEE Cat. No. 04EX955) – volume: 27 start-page: 6135 year: 2023 end-page: 6149 ident: b29 article-title: A dynamic K-means-based clustering algorithm using fuzzy logic for CH selection and data transmission based on machine learning publication-title: Soft Comput. – volume: 26 start-page: 1015 year: 2014 end-page: 1020 ident: b37 article-title: NS-2 extension for wireless noise interference model publication-title: J. Syst. Simul. – volume: 11 start-page: 4942 year: 2023 end-page: 4955 ident: b5 article-title: Mhcf-cecso: A novel high-performance clustering framework for industrial iot publication-title: IEEE Internet Things J. – volume: 13 start-page: 1410 year: 2016 end-page: 1420 ident: b20 article-title: Performance evaluations and measurements of the REALFLOW routing protocol in wireless industrial networks publication-title: IEEE Trans. Ind. Inform. – volume: 175 start-page: 548 year: 2020 end-page: 553 ident: b31 article-title: Improved W-LEACH decentralized protocol with game theory publication-title: Procedia Comput. Sci. – volume: 81 start-page: 86 year: 2018 end-page: 99 ident: b42 article-title: A collaborative task-oriented scheduling driven routing approach for industrial IoT based on mobile devices publication-title: Ad Hoc Netw. – volume: 13 start-page: 72 year: 2020 ident: b15 article-title: Energy efficient routing in wireless sensor networks: A comprehensive survey publication-title: Algorithms – volume: 20 start-page: 39 year: 2017 end-page: 95 ident: b25 article-title: A critical analysis of research potential, challenges, and future directives in industrial wireless sensor networks publication-title: IEEE Commun. Surv. Tutor. – volume: 49 start-page: 63 year: 2023 end-page: 68 ident: b38 article-title: Efficient LEACH algorithm based on energy equalization publication-title: Appl. Electron. Tech. – start-page: 55 year: 2022 end-page: 73 ident: b39 article-title: Modern technique for interactive communication in LEACH-based ad hoc wireless sensor network publication-title: Software Defined Networking for Ad Hoc Networks – start-page: 1 year: 2024 end-page: 6 ident: b7 article-title: ICS deployment optimization with time delay reduction and energy-efficiency in IWSNs publication-title: 2024 IEEE Wireless Communications and Networking Conference – volume: 9 start-page: 59196 year: 2021 end-page: 59210 ident: b8 article-title: Geometric A-star algorithm: An improved A-star algorithm for AGV path planning in a port environment publication-title: IEEE Access – volume: 21 start-page: 548 year: 2021 ident: b10 article-title: Energy-aware system design for autonomous wireless sensor nodes: A comprehensive review publication-title: Sensors – volume: 128 year: 2022 ident: b34 article-title: Simultaneous optimization of cluster head selection and inter-cluster routing in wireless sensor networks using a 2-level genetic algorithm publication-title: Appl. Soft Comput. – volume: 169 year: 2023 ident: b24 article-title: LEACH-based hierarchical energy efficient routing in wireless sensor networks publication-title: AEU-Int. J. Electron. Commun. – start-page: 1 year: 2010 end-page: 4 ident: b23 article-title: An energy efficient directed diffusion model for wireless sensor networks publication-title: 2010 International Conference on Internet Technology and Applications – volume: 65 start-page: 279 year: 2022 end-page: 295 ident: b12 article-title: Industry 5.0: Prospect and retrospect publication-title: J. Manuf. Syst. – volume: 241 year: 2024 ident: b35 article-title: An improved levy chaotic particle swarm optimization algorithm for energy-efficient cluster routing scheme in industrial wireless sensor networks publication-title: Expert Syst. Appl. – volume: 9 start-page: 18760 year: 2022 end-page: 18777 ident: b2 article-title: MCEAACO-QSRP: A novel QoS-secure routing protocol for industrial internet of things publication-title: IEEE Internet Things J. – volume: 27 start-page: 27 year: 2021 end-page: 40 ident: b32 article-title: Energy optimized micro genetic algorithm based LEACH protocol for WSN publication-title: Wirel. Netw. – volume: 11 start-page: 944 year: 2013 end-page: 958 ident: b44 article-title: Effective-SNR estimation for wireless sensor network using Kalman filter publication-title: Ad Hoc Netw. – volume: 9 start-page: 23691 year: 2022 end-page: 23704 ident: b9 article-title: QEGWO: Energy-efficient clustering approach for industrial wireless sensor networks using quantum-related bioinspired optimization publication-title: IEEE Internet Things J. – volume: 213 year: 2023 ident: b16 article-title: Holistic survey on energy aware routing techniques for IoT applications publication-title: J. Netw. Comput. Appl. – start-page: 2567 year: 2008 end-page: 2572 ident: b18 article-title: Energy-efficient routing in wireless sensor networks using probabilistic strategies publication-title: 2008 IEEE Wireless Communications and Networking Conference – volume: 22 start-page: 2087 year: 2022 ident: b11 article-title: Applications of wireless sensor networks and internet of things frameworks in the industry revolution 4.0: A systematic literature review publication-title: Sensors – start-page: 1377 year: 2013 end-page: 1384 ident: b19 article-title: Reliable flooding-based downlink transmissions for industrial wireless sensor and actuator networks publication-title: 2013 IEEE International Conference on Industrial Technology – volume: 8 start-page: 7105 year: 2020 end-page: 7114 ident: b45 article-title: An extended hierarchical clustering approach to energy-harvesting mobile wireless sensor networks publication-title: IEEE Internet Things J. – volume: 11 start-page: 534 year: 2023 ident: b26 article-title: Energy-efficient bi-objective optimization based on the moth–flame algorithm for cluster head selection in a wireless sensor network publication-title: Processes – volume: 17 start-page: 2616 year: 2022 end-page: 2627 ident: b3 article-title: A novel nature-inspired routing scheme for improving routing quality of service in power grid monitoring systems publication-title: IEEE Syst. J. – volume: 135 start-page: 315 year: 2022 end-page: 332 ident: b6 article-title: HPCP-QCWOA: High performance clustering protocol based on quantum clone whale optimization algorithm in integrated energy system publication-title: Future Gener. Comput. Syst. – year: 2024 ident: b40 article-title: The impact of nanoparticle leach on sustainable performance of the membranes–a critical review publication-title: Environ. Nanotechnol. Monit. Manag. – volume: vol. 2 start-page: 337 year: 2021 end-page: 340 ident: b30 article-title: IQWOA: improved quantum whale optimization algorithm for clustering in industrial wireless sensor network publication-title: 2021 IEEE 2nd International Conference on Information Technology, Big Data and Artificial Intelligence – volume: 9 start-page: 10539 year: 2021 end-page: 10553 ident: b43 article-title: An energy-efficient multilevel secure routing protocol in IoT networks publication-title: IEEE Internet Things J. – volume: 13 start-page: 72 issue: 3 year: 2020 ident: 10.1016/j.adhoc.2025.103906_b15 article-title: Energy efficient routing in wireless sensor networks: A comprehensive survey publication-title: Algorithms doi: 10.3390/a13030072 – volume: 20 start-page: 39 issue: 1 year: 2017 ident: 10.1016/j.adhoc.2025.103906_b25 article-title: A critical analysis of research potential, challenges, and future directives in industrial wireless sensor networks publication-title: IEEE Commun. Surv. Tutor. doi: 10.1109/COMST.2017.2759725 – volume: 141 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b33 article-title: Mocraw: A meta-heuristic optimized cluster head selection based routing algorithm for wsns publication-title: Ad Hoc Netw. doi: 10.1016/j.adhoc.2022.103079 – volume: 17 start-page: 2616 issue: 2 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b3 article-title: A novel nature-inspired routing scheme for improving routing quality of service in power grid monitoring systems publication-title: IEEE Syst. J. doi: 10.1109/JSYST.2022.3192856 – volume: vol. 2 start-page: 525 year: 2004 ident: 10.1016/j.adhoc.2025.103906_b22 article-title: A hierarchical scheme for data aggregation in sensor network – volume: 135 start-page: 315 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b6 article-title: HPCP-QCWOA: High performance clustering protocol based on quantum clone whale optimization algorithm in integrated energy system publication-title: Future Gener. Comput. Syst. doi: 10.1016/j.future.2022.05.001 – year: 2024 ident: 10.1016/j.adhoc.2025.103906_b17 article-title: A survey of recent advances in optimization methods for wireless communications publication-title: IEEE J. Sel. Areas Commun. doi: 10.1109/JSAC.2024.3443759 – volume: 26 start-page: 1015 issue: 5 year: 2014 ident: 10.1016/j.adhoc.2025.103906_b37 article-title: NS-2 extension for wireless noise interference model publication-title: J. Syst. Simul. – volume: 11 start-page: 4942 issue: 3 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b5 article-title: Mhcf-cecso: A novel high-performance clustering framework for industrial iot publication-title: IEEE Internet Things J. doi: 10.1109/JIOT.2023.3302236 – volume: 73 start-page: 1185 issue: 2 year: 2025 ident: 10.1016/j.adhoc.2025.103906_b4 article-title: Wideband, high-gain, and tri-polarized cylindrical dielectric resonator antenna employing six high-order modes publication-title: IEEE Trans. Antennas and Propagation doi: 10.1109/TAP.2024.3513553 – volume: 81 start-page: 86 year: 2018 ident: 10.1016/j.adhoc.2025.103906_b42 article-title: A collaborative task-oriented scheduling driven routing approach for industrial IoT based on mobile devices publication-title: Ad Hoc Netw. doi: 10.1016/j.adhoc.2018.07.022 – volume: 8 start-page: 7105 issue: 9 year: 2020 ident: 10.1016/j.adhoc.2025.103906_b45 article-title: An extended hierarchical clustering approach to energy-harvesting mobile wireless sensor networks publication-title: IEEE Internet Things J. doi: 10.1109/JIOT.2020.3038215 – start-page: 1 year: 2010 ident: 10.1016/j.adhoc.2025.103906_b23 article-title: An energy efficient directed diffusion model for wireless sensor networks – volume: 128 start-page: 25 issue: 1 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b27 article-title: Improving data communication of wireless sensor network using energy efficient adaptive cluster-head selection algorithm for secure routing publication-title: Wirel. Pers. Commun. doi: 10.1007/s11277-021-09398-9 – volume: 9 start-page: 18760 issue: 19 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b2 article-title: MCEAACO-QSRP: A novel QoS-secure routing protocol for industrial internet of things publication-title: IEEE Internet Things J. doi: 10.1109/JIOT.2022.3162106 – start-page: 1377 year: 2013 ident: 10.1016/j.adhoc.2025.103906_b19 article-title: Reliable flooding-based downlink transmissions for industrial wireless sensor and actuator networks – volume: 11 start-page: 1723 issue: 8 year: 2024 ident: 10.1016/j.adhoc.2025.103906_b1 article-title: Automation 5.0: The key to systems intelligence and industry 5.0 publication-title: IEEE/CAA J. Autom. Sin. doi: 10.1109/JAS.2024.124635 – volume: 213 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b16 article-title: Holistic survey on energy aware routing techniques for IoT applications publication-title: J. Netw. Comput. Appl. – volume: 169 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b24 article-title: LEACH-based hierarchical energy efficient routing in wireless sensor networks publication-title: AEU-Int. J. Electron. Commun. doi: 10.1016/j.aeue.2023.154758 – volume: 173 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b41 article-title: Hierarchical autoregressive bidirectional least-mean-square algorithm for data aggregation in WSN based IoT network publication-title: Adv. Eng. Softw. – volume: 11 start-page: 2 issue: 1 year: 2003 ident: 10.1016/j.adhoc.2025.103906_b21 article-title: Directed diffusion for wireless sensor networking publication-title: IEEE/ACM Trans. Netw. doi: 10.1109/TNET.2002.808417 – volume: 49 start-page: 63 issue: 1 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b38 article-title: Efficient LEACH algorithm based on energy equalization publication-title: Appl. Electron. Tech. – start-page: 2567 year: 2008 ident: 10.1016/j.adhoc.2025.103906_b18 article-title: Energy-efficient routing in wireless sensor networks using probabilistic strategies – volume: 27 start-page: 27 year: 2021 ident: 10.1016/j.adhoc.2025.103906_b32 article-title: Energy optimized micro genetic algorithm based LEACH protocol for WSN publication-title: Wirel. Netw. doi: 10.1007/s11276-020-02435-8 – volume: 128 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b34 article-title: Simultaneous optimization of cluster head selection and inter-cluster routing in wireless sensor networks using a 2-level genetic algorithm publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2022.109444 – volume: 22 start-page: 2087 issue: 6 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b11 article-title: Applications of wireless sensor networks and internet of things frameworks in the industry revolution 4.0: A systematic literature review publication-title: Sensors doi: 10.3390/s22062087 – year: 2024 ident: 10.1016/j.adhoc.2025.103906_b13 article-title: Multi-objective routing optimization to support IoUT applications in UWSNs publication-title: IEEE Internet Things J. – start-page: 55 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b39 article-title: Modern technique for interactive communication in LEACH-based ad hoc wireless sensor network – volume: vol. 2 start-page: 337 year: 2021 ident: 10.1016/j.adhoc.2025.103906_b30 article-title: IQWOA: improved quantum whale optimization algorithm for clustering in industrial wireless sensor network – volume: 9 start-page: 59196 year: 2021 ident: 10.1016/j.adhoc.2025.103906_b8 article-title: Geometric A-star algorithm: An improved A-star algorithm for AGV path planning in a port environment publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3070054 – volume: 9 start-page: 10539 issue: 13 year: 2021 ident: 10.1016/j.adhoc.2025.103906_b43 article-title: An energy-efficient multilevel secure routing protocol in IoT networks publication-title: IEEE Internet Things J. doi: 10.1109/JIOT.2021.3121529 – volume: 175 start-page: 548 year: 2020 ident: 10.1016/j.adhoc.2025.103906_b31 article-title: Improved W-LEACH decentralized protocol with game theory publication-title: Procedia Comput. Sci. doi: 10.1016/j.procs.2020.07.078 – volume: 65 start-page: 279 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b12 article-title: Industry 5.0: Prospect and retrospect publication-title: J. Manuf. Syst. doi: 10.1016/j.jmsy.2022.09.017 – volume: 16 start-page: 1049 issue: 2 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b14 article-title: A hybrid ANFIS reptile optimization algorithm for energy-efficient inter-cluster routing in internet of things-enabled wireless sensor networks publication-title: Peer-to-Peer Netw. Appl. doi: 10.1007/s12083-023-01458-0 – volume: 241 year: 2024 ident: 10.1016/j.adhoc.2025.103906_b35 article-title: An improved levy chaotic particle swarm optimization algorithm for energy-efficient cluster routing scheme in industrial wireless sensor networks publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.122780 – volume: 9 start-page: 23691 issue: 23 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b9 article-title: QEGWO: Energy-efficient clustering approach for industrial wireless sensor networks using quantum-related bioinspired optimization publication-title: IEEE Internet Things J. doi: 10.1109/JIOT.2022.3189807 – volume: 21 start-page: 548 issue: 2 year: 2021 ident: 10.1016/j.adhoc.2025.103906_b10 article-title: Energy-aware system design for autonomous wireless sensor nodes: A comprehensive review publication-title: Sensors doi: 10.3390/s21020548 – start-page: 1 year: 2024 ident: 10.1016/j.adhoc.2025.103906_b7 article-title: ICS deployment optimization with time delay reduction and energy-efficiency in IWSNs – volume: 13 start-page: 1410 issue: 3 year: 2016 ident: 10.1016/j.adhoc.2025.103906_b20 article-title: Performance evaluations and measurements of the REALFLOW routing protocol in wireless industrial networks publication-title: IEEE Trans. Ind. Inform. doi: 10.1109/TII.2016.2587842 – volume: 11 start-page: 534 issue: 2 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b26 article-title: Energy-efficient bi-objective optimization based on the moth–flame algorithm for cluster head selection in a wireless sensor network publication-title: Processes doi: 10.3390/pr11020534 – year: 2024 ident: 10.1016/j.adhoc.2025.103906_b40 article-title: The impact of nanoparticle leach on sustainable performance of the membranes–a critical review publication-title: Environ. Nanotechnol. Monit. Manag. – volume: 33 start-page: 622 issue: 2 year: 2022 ident: 10.1016/j.adhoc.2025.103906_b36 article-title: Energy-efficient clustering routing protocol for wireless sensor networks based on virtual force publication-title: J. Softw. – volume: 27 start-page: 6135 issue: 10 year: 2023 ident: 10.1016/j.adhoc.2025.103906_b29 article-title: A dynamic K-means-based clustering algorithm using fuzzy logic for CH selection and data transmission based on machine learning publication-title: Soft Comput. doi: 10.1007/s00500-023-07964-w – volume: 113 start-page: 1823 year: 2020 ident: 10.1016/j.adhoc.2025.103906_b28 article-title: Secure distance based improved leach routing to prevent puea in cognitive radio network publication-title: Wirel. Pers. Commun. doi: 10.1007/s11277-020-07294-2 – volume: 11 start-page: 944 issue: 3 year: 2013 ident: 10.1016/j.adhoc.2025.103906_b44 article-title: Effective-SNR estimation for wireless sensor network using Kalman filter publication-title: Ad Hoc Netw. doi: 10.1016/j.adhoc.2012.11.002 |
| SSID | ssj0029201 |
| Score | 2.4273627 |
| Snippet | Industrial Wireless Sensor Networks (IWSNs) play a critical role in real-time monitoring and data collection in smart factories. However, energy constraints in... |
| SourceID | crossref elsevier |
| SourceType | Index Database Publisher |
| StartPage | 103906 |
| SubjectTerms | Automated guided vehicle-integrated noise-aware adaptive clustering algorithm Industrial wireless noise model Industrial wireless sensor network |
| Title | AGV-Integrated Noise-Aware Adaptive Clustering for Industrial Wireless Sensor Networks in smart factories |
| URI | https://dx.doi.org/10.1016/j.adhoc.2025.103906 |
| Volume | 177 |
| WOSCitedRecordID | wos001504012700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 issn: 1570-8705 databaseCode: AIEXJ dateStart: 20030701 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: false ssIdentifier: ssj0029201 providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LT9tAEF7xOsABlULFo1R74BaMNrYXZ48WohQOUSSgSk_Wer0Go2BHOAH67zv7ckyDKqjExUos2-vMfJmdHX37DUIHQvhRlLLAg2Qh9cIsoF7KfPhfSVhuEZkH3bSnm01E_X5vOGQDy9OtdTuBqCx7z89s_KGuhnPgbLV19h3ubh4KJ-AzOB2O4HY4vsnx8dlP79yJQGSdflXU0oufFMMrzvhYU4VORlMlkOBYlK3-HYoNO1LR7xLWt5XeEKyoW5o1W9_DcLZDj-MeOgHbrHNbiU5pr56lx6a--stNkAopU42Rqrz5zauGD1TYAsHNqHXpwJb4B7xWmz9lu0Th04bsZutmc3tnTKiNCMRiQl_EYtPTZS6umxLD3RHP4MccqTGUWgAjf6lo63n5Uj1ZPRiyO91jbREt-xFlEPOW4_PT4UWzIGc-MXq69k2cKpXm_80N9Xrm0spGrj6hdbuMwLFx_wZakOVntNYSl9xExUsg4BYQsAMCngEBAxDwDAjYAQEbIGAHBFyUWAMBN0DYQtffT69Ofni2sYYnAkImXgiRWnQlpKYyoERp9uWMC0j2RNcneUg4fCUs9yNBQ5FGNJckZyQVgnZ5wDIZfEFLZVXKbYRFT4AZQ5JSJVQXwgQREiZU1p3DgojzHXTojJaMjX5K4oiFd4m2caJsnBgb76BjZ9jEpoAmtUsACf-6cfd_b9xDqzPIfkVLk4ep3Ecr4nFS1A_fLGL-ABMxgfg |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=AGV-Integrated+Noise-Aware+Adaptive+Clustering+for+Industrial+Wireless+Sensor+Networks+in+smart+factories&rft.jtitle=Ad+hoc+networks&rft.au=Duan%2C+Ying&rft.au=Fu%2C+Tongyao&rft.au=Li%2C+Lingling&rft.au=Pace%2C+Pasquale&rft.date=2025-10-01&rft.pub=Elsevier+B.V&rft.issn=1570-8705&rft.volume=177&rft_id=info:doi/10.1016%2Fj.adhoc.2025.103906&rft.externalDocID=S1570870525001544 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1570-8705&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1570-8705&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1570-8705&client=summon |