{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T08:16:09Z","timestamp":1775204169744,"version":"3.50.1"},"reference-count":12,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,5,30]],"date-time":"2024-05-30T00:00:00Z","timestamp":1717027200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,5,30]],"date-time":"2024-05-30T00:00:00Z","timestamp":1717027200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Netw"],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1007\/s11276-024-03766-6","type":"journal-article","created":{"date-parts":[[2024,5,30]],"date-time":"2024-05-30T11:04:02Z","timestamp":1717067042000},"page":"435-441","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A deep reinforcement learning-based D2D spectrum allocation underlaying a cellular network"],"prefix":"10.1007","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2706-4958","authenticated-orcid":false,"given":"Yao-Jen","family":"Liang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu-Chan","family":"Tseng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chi-Wen","family":"Hsieh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,5,30]]},"reference":[{"key":"3766_CR1","doi-asserted-by":"crossref","unstructured":"Cotton, D., & Chaczko, Z. (2021). Gymd2d: A device-to-device underlay cellular offload evaluation platform. In IEEE wireless communications and networking conference (WCNC), 2021, 1\u20137.","DOI":"10.1109\/WCNC49053.2021.9417288"},{"key":"3766_CR2","doi-asserted-by":"publisher","first-page":"3186","DOI":"10.1109\/TCOMM.2017.2699194","volume":"65","author":"L Liang","year":"2017","unstructured":"Liang, L., Li, G. Y., & Xu, W. (2017). Resource allocation for D2D-enabled vehicular communications. IEEE Transactions on Communications, 65, 3186\u20133197.","journal-title":"IEEE Transactions on Communications"},{"issue":"2","key":"3766_CR3","doi-asserted-by":"publisher","first-page":"1828","DOI":"10.1109\/TVT.2019.2961405","volume":"69","author":"Z Li","year":"2019","unstructured":"Li, Z., & Guo, C. (2019). Multi-agent deep reinforcement learning based spectrum allocation for D2D underlay communications. IEEE Transactions on Vehicular Technology, 69(2), 1828\u20131840.","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"3766_CR4","doi-asserted-by":"publisher","first-page":"4313","DOI":"10.1109\/TWC.2021.3057825","volume":"20","author":"M Najla","year":"2021","unstructured":"Najla, M., Becvar, Z., & Mach, P. (2021). Reuse of multiple channels by multiple d2d pairs in dedicated mode: A game theoretic approach. IEEE Transactions on Wireless Communications., 20, 4313\u20134327.","journal-title":"IEEE Transactions on Wireless Communications."},{"key":"3766_CR5","doi-asserted-by":"publisher","first-page":"1247","DOI":"10.1109\/LWC.2021.3063169","volume":"10","author":"C Kai","year":"2021","unstructured":"Kai, C., Wu, Y., Peng, M., & Huang, W. (2021). Joint uplink and downlink resource allocation for NOMA-enabled D2D communications. IEEE Wireless Communications Letters, 10, 1247\u20131251.","journal-title":"IEEE Wireless Communications Letters"},{"issue":"1","key":"3766_CR6","doi-asserted-by":"crossref","first-page":"2094","DOI":"10.1609\/aaai.v30i1.10295","volume":"30","author":"H Van Hasselt","year":"2016","unstructured":"Van Hasselt, H., Guez, A., & Silver, D. (2016). Deep reinforcement learning with double q-learning. Proceedings of the AAAI Conference on Artificial Intelligence, 30(1), 2094\u20132100.","journal-title":"Proceedings of the AAAI Conference on Artificial Intelligence"},{"key":"3766_CR7","doi-asserted-by":"publisher","first-page":"114935","DOI":"10.1109\/ACCESS.2019.2935545","volume":"7","author":"D Wang","year":"2019","unstructured":"Wang, D., Qin, H., Song, B., Du, X., & Guizani, M. (2019). Resource allocation in information-centric wireless networking with D2D-enabled MEC: A deep reinforcement learning approach. IEEE Access, 7, 114935\u2013114944.","journal-title":"IEEE Access"},{"key":"3766_CR8","unstructured":"Vu, H.\u00a0V., Liu, Z., Nguyen, D.\u00a0H.\u00a0N., Morawski, R., & Le-Ngoc, T. (2020). Multi-agent reinforcement learning for joint channel assignment and power allocation in platoon-based c-v2x systems. arXiv:2011.04555."},{"issue":"8","key":"3766_CR9","doi-asserted-by":"publisher","first-page":"2614","DOI":"10.1109\/LCOMM.2021.3079920","volume":"25","author":"J Huang","year":"2021","unstructured":"Huang, J., Yang, Y., He, G., Xiao, Y., & Liu, J. (2021). Deep reinforcement learning-based dynamic spectrum access for d2d communication underlay cellular networks. IEEE Communications Letters, 25(8), 2614\u20132618.","journal-title":"IEEE Communications Letters"},{"key":"3766_CR10","doi-asserted-by":"publisher","first-page":"1808","DOI":"10.1109\/TCOMM.2022.3145570","volume":"70","author":"Z Ji","year":"2022","unstructured":"Ji, Z., Qin, Z., & Parini, C. G. (2022). Reconfigurable intelligent surface aided cellular networks with device-to-device users. IEEE Transactions on Communications, 70, 1808\u20131819.","journal-title":"IEEE Transactions on Communications"},{"key":"3766_CR11","unstructured":"Mnih, V., Kavukcuoglu, K., Silver, D., Graves, A., Antonoglou, I., Wierstra, D., & Riedmiller, M. (2013). Playing Atari with deep reinforcement learning, pp. 1\u20139. arXiv:1312.5602"},{"key":"3766_CR12","doi-asserted-by":"publisher","first-page":"2485","DOI":"10.1007\/s11276-016-1302-3","volume":"23","author":"Y-J Liang","year":"2017","unstructured":"Liang, Y.-J., & Lin, Y.-S. (2017). A non-iterative resource allocation strategy for device-to-device communications in underlaying cellular networks. Wireless Network, 23, 2485\u20132497.","journal-title":"Wireless Network"}],"container-title":["Wireless Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-024-03766-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11276-024-03766-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-024-03766-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,4]],"date-time":"2025-02-04T09:32:47Z","timestamp":1738661567000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11276-024-03766-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,30]]},"references-count":12,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,1]]}},"alternative-id":["3766"],"URL":"https:\/\/doi.org\/10.1007\/s11276-024-03766-6","relation":{},"ISSN":["1022-0038","1572-8196"],"issn-type":[{"value":"1022-0038","type":"print"},{"value":"1572-8196","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,5,30]]},"assertion":[{"value":"4 May 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 May 2024","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}