{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:24:20Z","timestamp":1740122660504,"version":"3.37.3"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,9,21]],"date-time":"2023-09-21T00:00:00Z","timestamp":1695254400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,9,21]],"date-time":"2023-09-21T00:00:00Z","timestamp":1695254400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of\u00a0Hunan Province","doi-asserted-by":"publisher","award":["2021JJ31142"],"award-info":[{"award-number":["2021JJ31142"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100014472","name":"Scientific Research Foundation of Hunan Provincial Education Department","doi-asserted-by":"publisher","award":["19C1904"],"award-info":[{"award-number":["19C1904"]}],"id":[{"id":"10.13039\/100014472","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1007\/s11277-023-10745-1","type":"journal-article","created":{"date-parts":[[2023,9,21]],"date-time":"2023-09-21T05:01:36Z","timestamp":1695272496000},"page":"2839-2856","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Node Layout Optimization Strategy Based on Aquaculture Water Quality Monitoring System"],"prefix":"10.1007","volume":"132","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5447-7312","authenticated-orcid":false,"given":"Feng","family":"Jiang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaiyue","family":"Sha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cong","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,9,21]]},"reference":[{"key":"10745_CR1","doi-asserted-by":"publisher","first-page":"80159","DOI":"10.1109\/ACCESS.2019.2923882","volume":"7","author":"Z Zhao","year":"2019","unstructured":"Zhao, Z., Shi, D., Hui, G., et al. (2019). An energy-optimization clustering routing protocol based on dynamic hierarchical clustering in 3D WSNs. IEEE Access, 7, 80159\u201380173.","journal-title":"IEEE Access"},{"issue":"2","key":"10745_CR2","first-page":"514","volume":"14","author":"D Wu","year":"2020","unstructured":"Wu, D., Geng, S., Cai, X., et al. (2020). A many-objective optimization WSN energy balance model. KSII Transactions on Internet and Information Systems (TIIS), 14(2), 514\u2013537.","journal-title":"KSII Transactions on Internet and Information Systems (TIIS)"},{"key":"10745_CR3","doi-asserted-by":"crossref","unstructured":"Prajapati, A., Kumar, V., Rajpoot, P., et al. (2019). Multi-objective heterogeneous clustering approach for efficient-energy optimization in WSN. In 2019 9th International conference on cloud computing, data science and engineering (confluence). IEEE, pp. 85\u201391.","DOI":"10.1109\/CONFLUENCE.2019.8776965"},{"key":"10745_CR4","doi-asserted-by":"crossref","unstructured":"Agbehadji, I. E., Millham, R. C., Fong, S. J., et al. (2019). Multi-stage clustering algorithm for energy optimization in wireless sensor networks. In International conference on soft computing in data science. Springer, Singapore, pp. 223\u2013238.","DOI":"10.1007\/978-981-15-0399-3_18"},{"key":"10745_CR5","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1016\/j.ins.2018.06.003","volume":"476","author":"D Sembroiz","year":"2019","unstructured":"Sembroiz, D., Careglio, D., Ricciardi, S., et al. (2019). Planning and operational energy optimization solutions for smart buildings. Information Sciences, 476, 439\u2013452.","journal-title":"Information Sciences"},{"key":"10745_CR6","unstructured":"Yue, C., Haifeng, W., Jianxinj, J., Kai, K. (2020). A water quality monitoring IOT system based on massive heterogeneous sensors. Computer Applications and Software 37(05), 1\u201337."},{"issue":"1","key":"10745_CR7","first-page":"59","volume":"15","author":"R Wardhana","year":"2020","unstructured":"Wardhana, R. (2020). Pemodelan multi-layer multihop routing protocol Pada Jaringan wireless sensor network. Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer, 15(1), 59\u201365.","journal-title":"Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer"},{"issue":"4","key":"10745_CR8","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1007\/s12652-018-0697-3","volume":"10","author":"DK Sharma","year":"2019","unstructured":"Sharma, D. K., Dhurandher, S. K., Agarwal, D., et al. (2019). kROp: k-Means clustering based routing protocol for opportunistic networks. Journal of Ambient Intelligence and Humanized Computing, 10(4), 1289\u20131306.","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"issue":"1","key":"10745_CR9","doi-asserted-by":"publisher","first-page":"710","DOI":"10.1109\/JIOT.2019.2940988","volume":"7","author":"TM Behera","year":"2019","unstructured":"Behera, T. M., Mohapatra, S. K., Samal, U. C., et al. (2019). I-SEP: An improved routing protocol for heterogeneous WSN for IoT-based environmental monitoring. IEEE Internet of Things Journal, 7(1), 710\u2013717.","journal-title":"IEEE Internet of Things Journal"},{"key":"10745_CR10","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.inffus.2019.06.001","volume":"53","author":"X Fu","year":"2020","unstructured":"Fu, X., Fortino, G., Pace, P., et al. (2020). Environment-fusion multipath routing protocol for wireless sensor networks. Information Fusion, 53, 4\u201319.","journal-title":"Information Fusion"},{"issue":"5","key":"10745_CR11","first-page":"2469","volume":"13","author":"X Cai","year":"2019","unstructured":"Cai, X., Sun, Y., Cui, Z., et al. (2019). Optimal LEACH protocol with improved bat algorithm in wireless sensor networks. KSII Transactions on Internet and Information Systems (TIIS), 13(5), 2469\u20132490.","journal-title":"KSII Transactions on Internet and Information Systems (TIIS)"},{"key":"10745_CR12","doi-asserted-by":"crossref","unstructured":"Saxena, M., Joshi, A., Dutta, S., et al. (2021). Comparison of different multi-hop algorithms to improve the efficiency of LEACH protocol. Wireless Personal Communications, pp. 1\u201314.","DOI":"10.1007\/s11277-021-08140-9"},{"key":"10745_CR13","doi-asserted-by":"crossref","unstructured":"Sharma, D., Tomar, G. S. (2020). Enhance PEGASIS algorithm for increasing the life time of wireless sensor network. Materials Today: Proceedings, 29, 372\u2013380.","DOI":"10.1016\/j.matpr.2020.07.291"},{"key":"10745_CR14","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1016\/j.future.2019.03.032","volume":"98","author":"CJ Santana Jr","year":"2019","unstructured":"Santana, C. J., Jr., Macedo, M., Siqueira, H., et al. (2019). A novel binary artificial bee colony algorithm. Future Generation Computer Systems, 98, 180\u2013196.","journal-title":"Future Generation Computer Systems"},{"key":"10745_CR15","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/j.ins.2020.03.064","volume":"527","author":"H Wang","year":"2020","unstructured":"Wang, H., Wang, W., Xiao, S., et al. (2020). Improving artificial bee colony algorithm using a new neighborhood selection mechanism. Information Sciences, 527, 227\u2013240.","journal-title":"Information Sciences"},{"issue":"2","key":"10745_CR16","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1007\/s11036-017-0913-y","volume":"24","author":"S Balaji","year":"2019","unstructured":"Balaji, S., Julie, E. G., & Robinson, Y. H. (2019). Development of fuzzy based energy efficient cluster routing protocol to increase the lifetime of wireless sensor networks. Mobile Networks and Applications, 24(2), 394\u2013406.","journal-title":"Mobile Networks and Applications"},{"issue":"3","key":"10745_CR17","doi-asserted-by":"publisher","first-page":"5811","DOI":"10.1007\/s10586-017-1550-8","volume":"22","author":"Z Wang","year":"2019","unstructured":"Wang, Z., Zhang, M., Gao, X., et al. (2019). A clustering WSN routing protocol based on node energy and multipath. Cluster Computing, 22(3), 5811\u20135823.","journal-title":"Cluster Computing"},{"issue":"10","key":"10745_CR18","doi-asserted-by":"publisher","first-page":"3950","DOI":"10.1109\/JSEN.2019.2893912","volume":"19","author":"Q Wang","year":"2019","unstructured":"Wang, Q., Lin, D., Yang, P., et al. (2019). An energy-efficient compressive sensing-based clustering routing protocol for WSNs. IEEE Sensors Journal, 19(10), 3950\u20133960.","journal-title":"IEEE Sensors Journal"},{"issue":"3","key":"10745_CR19","doi-asserted-by":"publisher","first-page":"5702","DOI":"10.1109\/JIOT.2019.2904799","volume":"6","author":"B Martinez","year":"2019","unstructured":"Martinez, B., Adelantado, F., Bartoli, A., et al. (2019). Exploring the performance boundaries of NB-IoT. IEEE Internet of Things Journal, 6(3), 5702\u20135712.","journal-title":"IEEE Internet of Things Journal"},{"key":"10745_CR20","doi-asserted-by":"crossref","unstructured":"Zhan, Q. I., He, N., Chen, Z., et al. Research on ZigBee-based remote water temperature monitoring and control system. In 2021 IEEE 2nd international conference on big data, artificial intelligence and internet of things engineering (ICBAIE). IEEE, pp. 1074\u20131077.","DOI":"10.1109\/ICBAIE52039.2021.9390054"},{"issue":"1","key":"10745_CR21","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.icte.2017.03.004","volume":"3","author":"RS Sinha","year":"2017","unstructured":"Sinha, R. S., Wei, Y., & Hwang, S. H. (2017). A survey on LPWA technology: LoRa and NB-IoT. Ict Express, 3(1), 14\u201321.","journal-title":"Ict Express"},{"key":"10745_CR22","unstructured":"Qin, Z. (2019). Design and implementation of low-power aquaculture water quality monitoring system based on LoRa. Shanghai Ocean University."}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-023-10745-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11277-023-10745-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-023-10745-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,11]],"date-time":"2023-10-11T15:12:12Z","timestamp":1697037132000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11277-023-10745-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,21]]},"references-count":22,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,10]]}},"alternative-id":["10745"],"URL":"https:\/\/doi.org\/10.1007\/s11277-023-10745-1","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"type":"print","value":"0929-6212"},{"type":"electronic","value":"1572-834X"}],"subject":[],"published":{"date-parts":[[2023,9,21]]},"assertion":[{"value":"3 September 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 September 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or potential conflicts.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}