{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T07:12:23Z","timestamp":1721286743210},"reference-count":57,"publisher":"MDPI AG","issue":"11","license":[{"start":{"date-parts":[[2021,5,21]],"date-time":"2021-05-21T00:00:00Z","timestamp":1621555200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"The Internet of Things (IoT) is an emerging technology in underwater communication because of its potential to monitor underwater activities. IoT devices enable a variety of applications such as submarine and navy defense systems, pre-disaster prevention, and gas\/oil exploration in deep and shallow water. The IoT devices have limited power due to their size. Many routing protocols have been proposed in applications, as mentioned above, in different aspects, but timely action and energy make these a challenging task for marine research. Therefore, this research presents a routing technique with three sub-sections, Tri-Angular Nearest Vector-Based Energy Efficient Routing (TANVEER): Layer-Based Adjustment (LBA-TANVEER), Data Packet Delivery (DPD-TANVEER), and Binary Inter Nodes (BIN-TANVEER). In TANVEER, the path is selected between the source node and sonobuoys by computing the angle three times with horizontal, vertical, and diagonal directions by using the nearest vector-based approach to avoid the empty nodes\/region. In order to deploy the nodes, the LBA-TANVEER is used. Furthermore, for successful data delivery, the DPD-TANVEER is responsible for bypassing any empty nodes\/region occurrence. BIN-TANVEER works with new watchman nodes that play an essential role in the path\/data shifting mechanism. Moreover, achievable empty regions are also calculated by linear programming to minimize energy consumption and throughput maximization. Different evaluation parameters perform extensive simulation, and the coverage area of the proposed scheme is also presented. The simulated results show that the proposed technique outperforms the compared baseline scheme layer-by-layer angle-based flooding (L2-ABF) in terms of energy, throughput, Packet Delivery Ratio (PDR) and a fraction of empty regions.<\/jats:p>","DOI":"10.3390\/s21113578","type":"journal-article","created":{"date-parts":[[2021,5,24]],"date-time":"2021-05-24T04:01:20Z","timestamp":1621828880000},"page":"3578","source":"Crossref","is-referenced-by-count":4,"title":["TANVEER: Tri-Angular Nearest Vector-Based Energy Efficient Routing for IoT-Enabled Acoustic Sensor and Actor Networks (I-ASANs)"],"prefix":"10.3390","volume":"21","author":[{"ORCID":"http:\/\/orcid.org\/0000-0001-9576-5249","authenticated-orcid":false,"given":"Umar","family":"Draz","sequence":"first","affiliation":[{"name":"Computer Science Department, COMSATS University Islamabad, Lahore Campus, Lahore 54000, Pakistan"},{"name":"Department of Computer Science, University of Sahiwal, Sahiwal 57000, Pakistan"}]},{"given":"Sana","family":"Yasin","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Okara, Okara 56300, Pakistan"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-4161-6875","authenticated-orcid":false,"given":"Muhammad","family":"Irfan","sequence":"additional","affiliation":[{"name":"Electrical Engineering Department, College of Engineering, Najran University, Najran 61441, Saudi Arabia"}]},{"given":"Tariq","family":"Ali","sequence":"additional","affiliation":[{"name":"Computer Science Department, COMSATS University Islamabad, Sahiwal Campus, Sahiwal 57000, Pakistan"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-5346-1017","authenticated-orcid":false,"given":"Amjad","family":"Ali","sequence":"additional","affiliation":[{"name":"Computer Science Department, COMSATS University Islamabad, Lahore Campus, Lahore 54000, Pakistan"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-0546-7083","authenticated-orcid":false,"given":"Adam","family":"Glowacz","sequence":"additional","affiliation":[{"name":"Department of Automatic Control and Robotics, Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering, AGH University of Science and Technology, 30-059 Krak\u00f3w, Poland"}]},{"given":"Frantisek","family":"Brumercik","sequence":"additional","affiliation":[{"name":"Department of Design and Machine Elements, Faculty of Mechanical Engineering, University of Zilina, 010 26 Zilina, Slovakia"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-8734-3844","authenticated-orcid":false,"given":"Witold","family":"Glowacz","sequence":"additional","affiliation":[{"name":"Department of Automatic Control and Robotics, Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering, AGH University of Science and Technology, 30-059 Krak\u00f3w, Poland"}]}],"member":"1968","published-online":{"date-parts":[[2021,5,21]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Gkikopouli, A., Nikolakopoulos, G., and Manesis, S. (2012, January 3\u20136). A survey on underwater wireless sensor networks and applications. Proceedings of the 2012 20th Mediterranean Conference on Control & Automation (MED), Barcelona, Spain.","DOI":"10.1109\/MED.2012.6265793"},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Davis, A., and Chang, H. (2012, January 14\u201319). Underwater wireless sensor networks. Proceedings of the 2012 Oceans, Hampton Roads, VA, USA.","DOI":"10.1109\/OCEANS.2012.6405141"},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Xu, Y., and Liu, F. (2017, January 21\u201324). Application of wireless sensor network in water quality monitoring. Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), Guangzhou, China.","DOI":"10.1109\/CSE-EUC.2017.254"},{"key":"ref_4","unstructured":"Zhu, Y.J., and Xu, P.F. (2012). Development and Applications of Underwater Acoustic Communication Networks. Commun. Technol., 6. Available online: https:\/\/en.cnki.com.cn\/Article_en\/CJFDTotal-TXJS201206013.htm."},{"key":"ref_5","first-page":"1890","article-title":"Coverage Holes Recovery Algorithm Based On Nodes Balance Distance Of Underwater Wireless Sensor Network","volume":"7","author":"Jing","year":"2014","journal-title":"Int. J. Smart Sens. Intell. Syst."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Ali, T., Jung, L.T., and Ameer, S. (2012, January 26\u201328). Flooding control by using angle-based cone for UWSNs. Proceedings of the 2012 International Symposium on Telecommunication Technologies, Kuala Lumpur, Malaysia.","DOI":"10.1109\/ISTT.2012.6481574"},{"key":"ref_7","unstructured":"Ali, T., Jung, L.T., and Faye, I. (2021, May 17). Delay Efficient Layer by Layer Angle Based Flooding Protocol (L2-ABF) for Underwater Wireless Sensor Networks. Available online: http:\/\/www.iiis.org\/CDs2012\/CD2012ADII\/ICTA_2012\/PapersPdf\/CT004EM.pdf."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"30408","DOI":"10.1109\/ACCESS.2021.3058981","article-title":"Iterative Learning for Reliable Link Adaptation in the Internet of Underwater Things","volume":"9","author":"Byun","year":"2021","journal-title":"IEEE Access"},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Coutinho, R.W., Boukerche, A., Vieira, L.F., and Loureiro, A.A. (2014, January 10\u201314). GEDAR: Geographic and opportunistic routing protocol with depth adjustment for mobile underwater sensor networks. Proceedings of the 2014 IEEE International Conference on communications (ICC), Sydney, NSW, Australia.","DOI":"10.1109\/ICC.2014.6883327"},{"key":"ref_10","unstructured":"Hwang, D., and Kim, D. (2008, January 15\u201318). DFR: Directional flooding-based routing protocol for underwater sensor networks. Proceedings of the OCEANS 2008, Quebec City, QC, Canada."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Coutinho, R.W., Vieira, L.F., and Loureiro, A.A. (2013, January 7\u201310). DCR: Depth-Controlled routing protocol for underwater sensor networks. Proceedings of the 2013 IEEE Symposium on Computers and Communications (ISCC), Split, Croatia.","DOI":"10.1109\/ISCC.2013.6754988"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"895","DOI":"10.1109\/TMC.2012.53","article-title":"VAPR: Void-aware pressure routing for underwater sensor networks","volume":"12","author":"Noh","year":"2012","journal-title":"IEEE Trans. Mob. Comput."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"4072","DOI":"10.1109\/JSEN.2015.2437904","article-title":"E-CARP: An energy efficient routing protocol for UWSNs in the internet of underwater things","volume":"16","author":"Zhou","year":"2015","journal-title":"IEEE Sens. J."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1016\/j.adhoc.2015.08.023","article-title":"WDFAD-DBR: Weighting depth and forwarding area division DBR routing protocol for UASNs","volume":"37","author":"Yu","year":"2016","journal-title":"Ad Hoc Netw."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"1948","DOI":"10.12928\/telkomnika.v17i4.12779","article-title":"An energy efficient void avoidance opportunistic routing protocol for underwater sensor","volume":"17","author":"Kamaruddin","year":"2019","journal-title":"Telkomnika"},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Draz, U., Ali, T., and Yasin, S. (2018, January 1\u20132). Cloud Based Watchman Inlets for Flood Recovery System Using Wireless Sensor and Actor Networks. Proceedings of the 2018 IEEE 21st International Multi-Topic Conference (INMIC), Karachi, Pakistan.","DOI":"10.1109\/INMIC.2018.8595636"},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Javaid, N. (2019). NADEEM: Neighbor-node Approaching Distinct Energy Efficient Mates for reliable dat a delivery in IoT enabled underwater WSNs. Trans. Emerg. Telecommun. Technol. ETT.","DOI":"10.1002\/ett.3805"},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Yan, H., Shi, Z.J., and Cui, J.H. (2008, January 5\u20139). DBR: Depth-based routing for underwater sensor networks. Proceedings of the International Conference on Research in Networking, Singapore.","DOI":"10.1007\/978-3-540-79549-0_7"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"14119","DOI":"10.1109\/ACCESS.2017.2730233","article-title":"EECOR: An energy-efficient cooperative opportunistic routing protocol for Underwater acoustic sensor networks","volume":"5","author":"Rahman","year":"2017","journal-title":"IEEE Access"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"2348","DOI":"10.1016\/j.asoc.2010.08.014","article-title":"A power-efficient routing protocol for underwater wireless sensor networks","volume":"11","author":"Huang","year":"2011","journal-title":"Appl. Soft Comput."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"701834","DOI":"10.1155\/2013\/701834","article-title":"Greedy routing in underwater acoustic sensor networks: A survey","volume":"9","author":"Kheirabadi","year":"2013","journal-title":"Int. J. Distrib. Sens. Netw."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Barbeau, M., Blouin, S., Cervera, G., Garcia-Alfaro, J., and Kranakis, E. (2015, January 3\u20136). Location-free link state routing for underwater acoustic sensor networks. Proceedings of the 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE), Halifax, NS, Canada.","DOI":"10.1109\/CCECE.2015.7129510"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"28777","DOI":"10.1109\/ACCESS.2018.2837108","article-title":"Co-EEORS: Cooperative energy efficient optimal relay selection protocol for underwater wireless sensor networks","volume":"6","author":"Khan","year":"2018","journal-title":"IEEE Access"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/j.jnca.2017.02.014","article-title":"Design of optical-acoustic hybrid underwater wireless sensor network","volume":"92","author":"Wang","year":"2017","journal-title":"J. Netw. Comput. Appl."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"52288","DOI":"10.1109\/ACCESS.2019.2908768","article-title":"IEEE Access Special Section Editorial: Underwater Wireless Communications and Networking","volume":"7","author":"Park","year":"2019","journal-title":"IEEE Access"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"71038","DOI":"10.1109\/ACCESS.2018.2881473","article-title":"An Evidence Theory Based Opportunistic Routing Protocol for Underwater Acoustic Sensor Networks","volume":"6","author":"Jin","year":"2018","journal-title":"IEEE Access"},{"key":"ref_27","first-page":"e15","article-title":"QL-EEBDG: QLearning based energy balanced routing in underwater sensor networks","volume":"5","author":"Karim","year":"2018","journal-title":"EAI Endorsed Trans. Energy Web"},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1016\/j.sbspro.2014.03.690","article-title":"Diagonal and vertical routing protocol for underwater wireless sensor network","volume":"129","author":"Ali","year":"2014","journal-title":"Procedia-Soc. Behav. Sci."},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Draz, U., Ali, T., Yasin, S., Naseer, N., and Waqas, U. (2018, January 19\u201321). A parametric performance evaluation of SMDBRP and AEDGRP routing protocols in underwater wireless sensor network for data transmission. Proceedings of the 2018 International Conference on Advancements in Computational Sciences (ICACS), Lahore, Pakistan.","DOI":"10.1109\/ICACS.2018.8333484"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"3454","DOI":"10.3906\/elk-1808-26","article-title":"Atomic-shaped efficient delay and data gathering routing protocol for underwater wireless sensor networks","volume":"27","author":"Farooq","year":"2019","journal-title":"Turk. J. Electr. Eng. Comput. Sci."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Ali, T., Jung, L.T., and Faye, I. (2014, January 3\u20135). Three hops reliability model for underwater wireless sensor network. Proceedings of the 2014 International Conference on Computer and Information Sciences (ICCOINS), Kuala Lumpur, Malaysia.","DOI":"10.1109\/ICCOINS.2014.6868378"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"1395","DOI":"10.1007\/s11277-018-5768-4","article-title":"Energy efficient energy hole repelling (EEEHR) algorithm for delay tolerant wireless sensor network","volume":"101","author":"Prabha","year":"2018","journal-title":"Wirel. Pers. Commun."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Shaf, A., Ali, T., Farooq, W., Draz, U., and Yasin, S. (2018, January 9\u201313). Comparison of DBR and L2-ABF routing protocols in underwater wireless sensor network. Proceedings of the 2018 15th International Bhurban Conference on Applied Sciences and Technology (IBCAST), Islamabad, Pakistan.","DOI":"10.1109\/IBCAST.2018.8312305"},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Draz, U., Ali, T., Yasin, S., Fareed, A., and Shahbaz, M. (2019, January 24\u201325). Watchman-based Data Packet Forwarding Algorithm for Underwater Wireless Sensor and Actor Networks. Proceedings of the 2019 International Conference on Electrical, Communication, and Computer Engineering (ICECCE), Swat, Pakistan.","DOI":"10.1109\/ICECCE47252.2019.8940773"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1573","DOI":"10.1007\/s11277-019-06346-6","article-title":"Towards formal modeling of subnet based hotspot algorithm in wireless sensor networks","volume":"107","author":"Ali","year":"2019","journal-title":"Wireless Pers. Commun."},{"key":"ref_36","doi-asserted-by":"crossref","unstructured":"Draz, U., Ali, T., Yasin, S., Waqas, U., and Rafiq, U. (2019, January 21\u201322). EADSA: Energy-Aware Distributed Sink Algorithm for Hotspot Problem in Wireless Sensor and Actor Networks. Proceedings of the 2019 International Conference on Engineering and Emerging Technologies (ICEET), Lahore, Pakistan.","DOI":"10.1109\/CEET1.2019.8711858"},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Ayaz, M., Abdullah, A., and Faye, I. (2010, January 4\u20136). Hop-by-hop reliable data deliveries for underwater wireless sensor networks. Proceedings of the 2010 International Conference on Broadband, Wireless Computing, Communication and Applications, Fukuoka, Japan.","DOI":"10.1109\/BWCCA.2010.97"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"7792","DOI":"10.1109\/ACCESS.2018.2805804","article-title":"An energy-aware and void-avoidable routing protocol for underwater sensor networks","volume":"6","author":"Wang","year":"2018","journal-title":"IEEE Access"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"012010","DOI":"10.1088\/1742-6596\/1174\/1\/012010","article-title":"Energy Efficient Opportunistic Routing Protocol (EE-OR) for Underwater Wireless Sensor Network","volume":"1174","author":"Kamaruddin","year":"2019","journal-title":"J. Phys. Conf. Ser."},{"key":"ref_40","doi-asserted-by":"crossref","unstructured":"Liou, E.C., Kao, C.C., Chang, C.H., Lin, Y.S., and Huang, C.J. (2018, January 13\u201317). Internet of Underwater Things: Challenges and routing protocols. Proceedings of the 2018 IEEE International Conference on Applied System Invention (ICASI), Chiba, Japan.","DOI":"10.1109\/ICASI.2018.8394494"},{"key":"ref_41","doi-asserted-by":"crossref","unstructured":"Arora, P., and Jain, S. (2018, January 26\u201327). Underwater Sensor Network Delay Aware Routing Protocols: A Survey. Proceedings of the 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), Jaipur, India.","DOI":"10.2139\/ssrn.3168561"},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Khalid, M., Cao, Y., Arshad, M., Khalid, W., and Ahmad, N. (2018). Routing Challenges and Associated protocols in Acoustic Communication. Magnetic Communications, CRC Press.","DOI":"10.1201\/9781315156477-7"},{"key":"ref_43","first-page":"162","article-title":"VNR: Void Node Removal Routing Protocol for Underwater Wireless Sensor Network","volume":"18","author":"Ahmed","year":"2018","journal-title":"IJCSNS"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.adhoc.2015.01.012","article-title":"A novel void node recovery paradigm for long-term underwater sensor networks","volume":"34","author":"Coutinho","year":"2015","journal-title":"Ad Hoc Netw."},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Xie, P., Zhou, Z., Peng, Z., Cui, J.H., and Shi, Z. (2009, January 16\u201318). Void avoidance in three-dimensional mobile underwater sensor networks. Proceedings of the International Conference on Wireless Algorithms, Systems, and Applications, Boston, MA, USA.","DOI":"10.1007\/978-3-642-03417-6_30"},{"key":"ref_46","unstructured":"Garcia, M., Sendra, S., Atenas, M., and Lloret, J. (2012). Underwater wireless ad-hoc networks: A survey. Mobile Ad Hoc Networks: Current Status and Future Trends, CRC Press."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1109\/COMST.2016.2618841","article-title":"A survey of underwater optical wireless communications","volume":"19","author":"Zeng","year":"2016","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"ref_48","doi-asserted-by":"crossref","unstructured":"Yang, Y., Xiao, Y., and Li, T. (2021). A Survey of Autonomous Underwater Vehicle Formation: Performance, Formation Control, and Communication Capability. IEEE Commun. Surv. Tutor.","DOI":"10.1109\/COMST.2021.3059998"},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Mhemed, R., Comeau, F., Phillips, W., and Aslam, N. (2021). Void Avoidance Opportunistic Routing Protocol for Underwater Wireless Sensor Networks. Sensors, 21.","DOI":"10.3390\/s21061942"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"163091","DOI":"10.1109\/ACCESS.2020.3022565","article-title":"Underwater Pragmatic Routing Approach Through Packet Reverberation Mechanism","volume":"8","author":"Ashraf","year":"2020","journal-title":"IEEE Access"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1504\/IJSNET.2020.111787","article-title":"LAVR: Link failure avoidance and void recovery routing protocol for underwater sensor networks","volume":"34","author":"Patel","year":"2020","journal-title":"Int. J. Sens. Netw."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1109\/COMST.2020.3048190","article-title":"A Survey of Routing Protocols for Underwater Wireless Sensor Networks","volume":"23","author":"Luo","year":"2021","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"5502","DOI":"10.1109\/JSEN.2020.3030019","article-title":"An Energy-Efficient Routing Void Repair Method Based on an Autonomous Underwater Vehicle for UWSNs","volume":"21","author":"Hao","year":"2020","journal-title":"IEEE Sens. J."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"3217","DOI":"10.1109\/TVT.2020.2964564","article-title":"Cellular clustering-based interference-aware data transmission protocol for underwater acoustic sensor networks","volume":"69","author":"Zhang","year":"2020","journal-title":"IEEE Trans. Veh. Technol."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1093\/comjnl\/bxz093","article-title":"Performance Evaluation of Depth Adjustment and Void Aware Pressure Routing (DA-VAPR) Protocol for Underwater Wireless Sensor Networks","volume":"63","author":"Ganesh","year":"2020","journal-title":"Comput. J."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"4","DOI":"10.14569\/IJACSA.2019.0100458","article-title":"A Comprehensive Comparative Analysis of Two Novel Underwater Routing Protocols","volume":"10","author":"Draz","year":"2019","journal-title":"IJACSA"},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Draz, U., Yasin, S., Ali, A., Khan, M.A., and Nawaz, A. (2021, January 12\u201316). Traffic Agents-Based Analysis of Hotspot Effect in IoT-Enabled Wireless Sensor Network. Proceedings of the 2021 International Bhurban Conference on Applied Sciences and Technologies (IBCAST), Islamabad, Pakistan.","DOI":"10.1109\/IBCAST51254.2021.9393202"}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/11\/3578\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,13]],"date-time":"2024-07-13T04:16:34Z","timestamp":1720844194000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/11\/3578"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,21]]},"references-count":57,"journal-issue":{"issue":"11","published-online":{"date-parts":[[2021,6]]}},"alternative-id":["s21113578"],"URL":"https:\/\/doi.org\/10.3390\/s21113578","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5,21]]}}}