{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T17:57:33Z","timestamp":1775066253965,"version":"3.50.1"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["No.62001384"],"award-info":[{"award-number":["No.62001384"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Xi\u2019an Key Laboratory of Intelligent Perception and Cultural Inheritance","award":["No. 2019219614SYS011CG033"],"award-info":[{"award-number":["No. 2019219614SYS011CG033"]}]},{"name":"Natural Science Basic Research Plan in Shaanxi Province of China","award":["No. 2020JQ-605"],"award-info":[{"award-number":["No. 2020JQ-605"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["No.2020M683694XB"],"award-info":[{"award-number":["No.2020M683694XB"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fundamental Research Funds for the Provincial Universities of Zhejiang","award":["GK219909299001-024"],"award-info":[{"award-number":["GK219909299001-024"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Grid Computing"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s10723-022-09636-9","type":"journal-article","created":{"date-parts":[[2022,12,2]],"date-time":"2022-12-02T08:29:45Z","timestamp":1669969785000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Machine Learning-Based Performance-Efficient MAC Protocol for Single Hop Underwater Acoustic Sensor Networks"],"prefix":"10.1007","volume":"20","author":[{"given":"Wei","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiayu","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuhang","family":"Wan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu","family":"Yao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maojun","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,12,2]]},"reference":[{"issue":"1","key":"9636_CR1","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1109\/COMST.2017.2768802","volume":"20","author":"S Jiang","year":"2018","unstructured":"Jiang, S.: State-of-the-art Medium Access Control (MAC) protocols for underwater acoustic networks: a survey based on a mac reference model. IEEE Commun. Surv. Tutor. 20(1), 96\u2013131 (2018)","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"9636_CR2","doi-asserted-by":"publisher","first-page":"60721","DOI":"10.1109\/ACCESS.2019.2915929","volume":"7","author":"W Gorma","year":"2019","unstructured":"Gorma, W., et al.: CFDAMA-SRR: a MAC protocol for underwater acoustic sensor networks. IEEE Access 7, 60721\u201360735 (2019)","journal-title":"IEEE Access"},{"key":"9636_CR3","doi-asserted-by":"publisher","first-page":"65197","DOI":"10.1109\/ACCESS.2020.2984043","volume":"8","author":"Y Su","year":"2020","unstructured":"Su, Y., Zhou, Z., Jin, Z., Yang, Q.: A joint relay selection and power allocation MAC protocol for underwater acoustic sensor network. IEEE Access 8, 65197\u201365210 (2020)","journal-title":"IEEE Access"},{"issue":"5","key":"9636_CR4","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1109\/MNET.2017.1600267","volume":"31","author":"F Qu","year":"2017","unstructured":"Qu, F., Yang, H., Yu, G., Yang, L.: In-band full-duplex communications for underwater acoustic networks. IEEE Netw. 31(5), 59\u201365 (2017)","journal-title":"IEEE Netw."},{"issue":"12","key":"9636_CR5","doi-asserted-by":"publisher","first-page":"8532","DOI":"10.1109\/TCOMM.2019.2944907","volume":"67","author":"R Kiran","year":"2019","unstructured":"Kiran, R., Mehta, N.B., Thomas, J.: Design and network topology-specific renewal-theoretic analysis of a MAC protocol for asymmetric full-duplex WLANs. IEEE Trans. Commun. 67(12), 8532\u20138544 (Dec.2019)","journal-title":"IEEE Trans. Commun."},{"issue":"3","key":"9636_CR6","doi-asserted-by":"publisher","first-page":"518","DOI":"10.1109\/LCOMM.2019.2894151","volume":"23","author":"H Ahn","year":"2019","unstructured":"Ahn, H., Lee, J., Kim, C., Suh, Y.: Frequency domain coordination MAC protocol for full-duplex wireless networks. IEEE Commun. Lett. 23(3), 518\u2013521 (2019)","journal-title":"IEEE Commun. Lett."},{"key":"9636_CR7","doi-asserted-by":"publisher","first-page":"60867","DOI":"10.1109\/ACCESS.2020.2983641","volume":"8","author":"D Centelles","year":"2020","unstructured":"Centelles, D., Soriano, A., Mart\u00ed, J.V., Sanz, P.J.: Underwater multirobot cooperative intervention MAC protocol. IEEE Access 8, 60867\u201360876 (2020)","journal-title":"IEEE Access"},{"issue":"3","key":"9636_CR8","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1007\/s11277-016-3175-2","volume":"88","author":"M Beniwal","year":"2016","unstructured":"Beniwal, M., Singh, R.P., Sangwan, A.: A localization scheme for underwater sensor networks without time synchronization. Wirel. Pers. Commun. 88(3), 537\u2013552 (2016)","journal-title":"Wirel. Pers. Commun."},{"issue":"3","key":"9636_CR9","doi-asserted-by":"publisher","first-page":"1433","DOI":"10.1109\/SURV.2014.013014.00032","volume":"16","author":"KY Chen","year":"2014","unstructured":"Chen, K.Y., Ma, M.D., Cheng, E., Yuan, F., Su, W.: A survey on MAC protocols for underwater wireless sensor networks. IEEE Commun. Surv. Tutor. 16(3), 1433\u20131447 (2014)","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"9636_CR10","doi-asserted-by":"crossref","unstructured":"Liu, J., Wang, J.: A MACA-based collision avoidance MAC protocol for underwater acoustic sensor networks. In: Proc. IEEE\/OES China Ocean Acoust. (COA), Harbin, China, pp. 1\u20134 (2016)","DOI":"10.1109\/COA.2016.7535645"},{"key":"9636_CR11","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1016\/j.comcom.2014.09.006","volume":"56","author":"L Pu","year":"2014","unstructured":"Pu, L., et al.: Comparing underwater MAC protocols in real sea experiments. Comput. Commun. 56, 47\u201359 (2014)","journal-title":"Comput. Commun."},{"issue":"7","key":"9636_CR12","doi-asserted-by":"publisher","first-page":"2300","DOI":"10.3390\/s18072300","volume":"18","author":"M Deng","year":"2018","unstructured":"Deng, M., Chen, H., Xie, L.: DCO-MAC: a hybrid MAC protocol for data collection in underwater acoustic sensor networks. Sensors 18(7), 2300 (2018)","journal-title":"Sensors"},{"issue":"11","key":"9636_CR13","doi-asserted-by":"publisher","first-page":"4137","DOI":"10.1109\/JSEN.2015.2462740","volume":"16","author":"C Li","year":"2016","unstructured":"Li, C., et al.: DTMAC: A delay tolerant MAC protocol for underwater wireless sensor networks. IEEE Sensors J. 16(11), 4137\u20134146 (Jun.2016)","journal-title":"IEEE Sensors J."},{"issue":"11","key":"9636_CR14","doi-asserted-by":"publisher","first-page":"4083","DOI":"10.1109\/JSEN.2015.2440301","volume":"16","author":"X Su","year":"2016","unstructured":"Su, X., Chan, S., Bandai, M.: A cross-layer MAC protocol for underwater acoustic sensor networks. IEEE Sensors J. 16(11), 4083\u20134090 (Jun.2016)","journal-title":"IEEE Sensors J."},{"key":"9636_CR15","doi-asserted-by":"publisher","first-page":"16386","DOI":"10.1109\/ACCESS.2018.2811409","volume":"6","author":"K Chen","year":"2018","unstructured":"Chen, K., Cheng, E., Yuan, F., Su, W., Ma, M.: The influence of MAC protocol on a non-synchronous localization scheme in large-scale UWSNs. IEEE Access 6, 16386\u201316394 (2018)","journal-title":"IEEE Access"},{"key":"9636_CR16","doi-asserted-by":"publisher","first-page":"1628","DOI":"10.3390\/s22041628","volume":"22","author":"E Liu","year":"2022","unstructured":"Liu, E., He, R., Chen, X., Yu, C.: Deep reinforcement learning based optical and acoustic dual channel multiple access in heterogeneous underwater sensor networks. Sensors 22, 1628 (2022)","journal-title":"Sensors"},{"issue":"7","key":"9636_CR17","doi-asserted-by":"publisher","first-page":"3948","DOI":"10.1109\/TWC.2015.2415478","volume":"14","author":"H-H Ng","year":"2015","unstructured":"Ng, H.-H., Soh, W.-S., Motani, M.: Saturation throughput analysis of the slotted BiC-MAC protocol for underwater acoustic networks. IEEE Trans. Wirel. Commun. 14(7), 3948\u20133960 (2015)","journal-title":"IEEE Trans. Wirel. Commun."},{"issue":"1","key":"9636_CR18","first-page":"156","volume":"42","author":"S Lmai","year":"2017","unstructured":"Lmai, S., Chitre, M., Laot, C., Houcke, S.: Throughput-efficient super-TDMA MAC transmission schedules in ad hoc linear underwater acoustic networks. IEEE J. Ocean. Eng. 42(1), 156\u2013174 (Jan.2017)","journal-title":"IEEE J. Ocean. Eng."},{"issue":"1","key":"9636_CR19","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1109\/TMC.2016.2544757","volume":"16","author":"Y Luo","year":"2017","unstructured":"Luo, Y., et al.: Receiver-initiated spectrum management for underwater cognitive acoustic network. IEEE Trans. Mob. Comput. 16(1), 198\u2013212 (2017)","journal-title":"IEEE Trans. Mob. Comput."},{"issue":"2","key":"9636_CR20","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1109\/JOE.2014.2311911","volume":"40","author":"M Yang","year":"2015","unstructured":"Yang, M., Gao, M.S., Foh, C.H., Cai, J.F.: Hybrid collision-free medium access (HCFMA) protocol for underwater acoustic networks: design and performance evaluation. IEEE J. Ocean. Eng. 40(2), 292\u2013302 (2015)","journal-title":"IEEE J. Ocean. Eng."},{"issue":"11","key":"9636_CR21","doi-asserted-by":"publisher","first-page":"4110","DOI":"10.1109\/JSEN.2015.2449242","volume":"16","author":"M Zhu","year":"2016","unstructured":"Zhu, M., et al.: UPMAC: a localized load-adaptive MAC protocol for underwater acoustic networks. IEEE Sensors J. 16(11), 4110\u20134118 (2016)","journal-title":"IEEE Sensors J."},{"key":"9636_CR22","doi-asserted-by":"crossref","unstructured":"Alim, A., Watanabe, T.: Full duplex medium access control protocol for asymmetric traffic. In: Proc. IEEE VTC-Fall, Montreal, QC, Canada, pp. 1\u20136 (2016)","DOI":"10.1109\/VTCFall.2016.7881021"},{"key":"9636_CR23","doi-asserted-by":"crossref","unstructured":"Lee, J., Ahn, H., Kim, C.: An OFDMA two-symbol coordination MAC protocol for full-duplex wireless networks. In: Proc. ICOIN, Da Nang, Vietnam, pp. 344\u2013348 (2017)","DOI":"10.1109\/ICOIN.2017.7899456"}],"container-title":["Journal of Grid Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-022-09636-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10723-022-09636-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-022-09636-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T20:39:20Z","timestamp":1728506360000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10723-022-09636-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12]]},"references-count":23,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["9636"],"URL":"https:\/\/doi.org\/10.1007\/s10723-022-09636-9","relation":{},"ISSN":["1570-7873","1572-9184"],"issn-type":[{"value":"1570-7873","type":"print"},{"value":"1572-9184","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12]]},"assertion":[{"value":"18 March 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 November 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 December 2022","order":3,"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 there are no conflicts of interest regarding the publication of this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflicts of Interest"}}],"article-number":"41"}}