{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,26]],"date-time":"2025-07-26T09:23:24Z","timestamp":1753521804792,"version":"3.41.0"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2023,11,22]],"date-time":"2023-11-22T00:00:00Z","timestamp":1700611200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,11,22]],"date-time":"2023-11-22T00:00:00Z","timestamp":1700611200000},"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":["Mobile Netw Appl"],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1007\/s11036-023-02271-y","type":"journal-article","created":{"date-parts":[[2023,11,22]],"date-time":"2023-11-22T07:02:13Z","timestamp":1700636533000},"page":"1782-1795","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["SupportNet: a Deep Learning Based Channel Equalization Network for Multi-type Multipath Fading"],"prefix":"10.1007","volume":"29","author":[{"given":"Yibo","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Honglian","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengbin","family":"Zhuang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xing","family":"Wei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,11,22]]},"reference":[{"issue":"2","key":"2271_CR1","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1080\/19443994.2014.917887","volume":"55","author":"SW Lee","year":"2015","unstructured":"Lee SW, Sarp S, Jeon DJ, Kim JH (2015) Smart water grid: the future water management platform. Desal Water Treat 55(2):339\u2013346","journal-title":"Desal Water Treat"},{"issue":"12","key":"2271_CR2","doi-asserted-by":"publisher","first-page":"2173","DOI":"10.1109\/LWC.2020.3016603","volume":"9","author":"M Soltani","year":"2020","unstructured":"Soltani M, Pourahmadi V, Sheikhzadeh H (2020) Pilot pattern design for deep learning-based channel estimation in OFDM systems. IEEE Wireless Commun Lett 9(12):2173\u20132176","journal-title":"IEEE Wireless Commun Lett"},{"issue":"11","key":"2271_CR3","doi-asserted-by":"publisher","first-page":"2508","DOI":"10.1109\/LCOMM.2020.3011571","volume":"24","author":"Y Qiang","year":"2020","unstructured":"Qiang Y, Shao X, Chen X (2020) A model-driven deep learning algorithm for joint activity detection and channel estimation. IEEE Commun Lett 24(11):2508\u20132512","journal-title":"IEEE Commun Lett"},{"issue":"1","key":"2271_CR4","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1109\/LWC.2017.2757490","volume":"7","author":"H Ye","year":"2017","unstructured":"Ye H, Li GY, Juang B (2017) Power of deep learning for channel estimation and signal detection in OFDM systems. IEEE Wireless Commun Lett 7(1):114\u2013117","journal-title":"IEEE Wireless Commun Lett"},{"issue":"12","key":"2271_CR5","doi-asserted-by":"publisher","first-page":"9865","DOI":"10.1109\/JIOT.2020.3018479","volume":"8","author":"H Chang","year":"2021","unstructured":"Chang H et al (2021) A novel nonstationary 6G UAV-to-ground wireless channel model with 3-D arbitrary trajectory changes. IEEE Internet Things J 8(12):9865\u20139877","journal-title":"IEEE Internet Things J"},{"issue":"10","key":"2271_CR6","doi-asserted-by":"publisher","first-page":"9659","DOI":"10.1109\/TVT.2021.3107835","volume":"70","author":"B Turan","year":"2021","unstructured":"Turan B, Coleri S (2021) Machine learning based channel modeling for vehicular visible light communication. IEEE Trans Veh Technol 70(10):9659\u20139672","journal-title":"IEEE Trans Veh Technol"},{"issue":"1","key":"2271_CR7","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1109\/JLT.2018.2885548","volume":"37","author":"PT Dat","year":"2019","unstructured":"Dat PT, Kanno A, Inagaki K, Rottenberg F, Yamamoto N, Kawanishi T (2019) High-speed and uninterrupted communication for high-speed trains by ultrafast WDM fiber-wireless backhaul system. J Lightwave Technol 37(1):205\u2013217","journal-title":"J Lightwave Technol"},{"issue":"12","key":"2271_CR8","doi-asserted-by":"publisher","first-page":"1783","DOI":"10.1109\/LSP.2019.2949433","volume":"26","author":"N Werner","year":"2020","unstructured":"Werner N, Edler B (2020) Time-varying time-frequency tilings using non-uniform orthogonal filterbanks based on MDCT analysis\/synthesis and time domain aliasing reduction. IEEE Signal Process Lett 26(12):1783\u20131787","journal-title":"IEEE Signal Process Lett"},{"issue":"12","key":"2271_CR9","doi-asserted-by":"publisher","first-page":"194","DOI":"10.23919\/JCC.2020.12.014","volume":"17","author":"T Ma","year":"2020","unstructured":"Ma T, Jiang X, Wang Y, Li F (2020) A novel inter-carrier interference cancellation scheme in highly mobile environments. China Commun 17(12):194\u2013205","journal-title":"China Commun"},{"issue":"5","key":"2271_CR10","doi-asserted-by":"publisher","first-page":"3878","DOI":"10.1109\/TAP.2019.2957969","volume":"68","author":"MD Bedford","year":"2020","unstructured":"Bedford MD, Hrovat A, Kennedy G, Javornik T, Foster P (2020) Modeling microwave propagation in natural caves using LiDAR and ray tracing. IEEE Trans Antennas Propag 68(5):3878\u20133888","journal-title":"IEEE Trans Antennas Propag"},{"issue":"8","key":"2271_CR11","doi-asserted-by":"publisher","first-page":"4781","DOI":"10.1109\/TWC.2021.3062263","volume":"20","author":"R Bomfin","year":"2021","unstructured":"Bomfin R, Chafii M, Nimr A, Fettweis G (2021) A robust baseband transceiver design for doubly-dispersive channels. IEEE Trans Wireless Commun 20(8):4781\u20134796","journal-title":"IEEE Trans Wireless Commun"},{"key":"2271_CR12","doi-asserted-by":"publisher","first-page":"38420","DOI":"10.1109\/ACCESS.2019.2906424","volume":"7","author":"Y Zhang","year":"2019","unstructured":"Zhang Y et al (2019) Deep learning based single carrier communications over time-varying underwater acoustic channel. IEEE Access 7:38420\u201338430","journal-title":"IEEE Access"},{"key":"2271_CR13","doi-asserted-by":"publisher","first-page":"158883","DOI":"10.1109\/ACCESS.2020.3020544","volume":"8","author":"H Liu","year":"2020","unstructured":"Liu H, Yang X, Chen P, Sun M, Li B, Zhao C (2020) Deep learning based nonlinear signal detection in millimeter-wave communications. IEEE Access 8:158883\u2013158892","journal-title":"IEEE Access"},{"issue":"3","key":"2271_CR14","doi-asserted-by":"publisher","first-page":"12","DOI":"10.23919\/JCC.2020.03.002","volume":"17","author":"X Ji","year":"2020","unstructured":"Ji X, Wang J, Li Y, Sun Q, Xu C (2020) Modulation recognition in maritime multipath channels: a blind equalization-aided deep learning approach. China Commun 17(3):12\u201325","journal-title":"China Commun"},{"issue":"6","key":"2271_CR15","doi-asserted-by":"publisher","first-page":"3925","DOI":"10.1109\/TWC.2021.3054520","volume":"20","author":"M Honkala","year":"2021","unstructured":"Honkala M, Korpi D, Huttunen JMJ (2021) DeepRx: fully convolutional deep learning receiver. IEEE Trans Wireless Commun 20(6):3925\u20133940","journal-title":"IEEE Trans Wireless Commun"},{"key":"2271_CR16","doi-asserted-by":"publisher","first-page":"204114","DOI":"10.1109\/ACCESS.2020.3036883","volume":"8","author":"Y Li","year":"2020","unstructured":"Li Y, Wang B, Shao G, Shao S, Pei X (2020) Blind detection of underwater acoustic communication signals based on deep learning. IEEE Access 8:204114\u2013204131","journal-title":"IEEE Access"},{"issue":"1","key":"2271_CR17","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1109\/TNSE.2018.2848960","volume":"7","author":"C Luo","year":"2020","unstructured":"Luo C, Ji J, Wang Q, Chen X, Li P (2020) Channel state information prediction for 5G wireless communications: a deep learning approach. IEEE Trans Netw Sci Eng 7(1):227\u2013236","journal-title":"IEEE Trans Netw Sci Eng"},{"issue":"5","key":"2271_CR18","doi-asserted-by":"publisher","first-page":"794","DOI":"10.1109\/LGRS.2018.2806945","volume":"15","author":"P Ghamisi","year":"2018","unstructured":"Ghamisi P, Yokoya N (2018) IMG2DSM: height simulation from single imagery using conditional generative adversarial net. IEEE Geosci Remote Sens Lett 15(5):794\u2013798","journal-title":"IEEE Geosci Remote Sens Lett"},{"issue":"8","key":"2271_CR19","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter S, Schmidhuber J (1997) Long short-term memory. Neural Comput 9(8):1735\u20131780","journal-title":"Neural Comput"},{"issue":"2","key":"2271_CR20","doi-asserted-by":"publisher","first-page":"1679","DOI":"10.1109\/TVT.2019.2958976","volume":"69","author":"K Anand","year":"2020","unstructured":"Anand K et al (2020) Pilot design for BEM-based channel estimation in doubly selective channel. IEEE Trans Veh Technol 69(2):1679\u20131694","journal-title":"IEEE Trans Veh Technol"},{"issue":"12","key":"2271_CR21","doi-asserted-by":"publisher","first-page":"3062","DOI":"10.1109\/TIT.2004.838089","volume":"50","author":"JN Laneman","year":"2004","unstructured":"Laneman JN, Tse DNC, Wornell GW (2004) Cooperative diversity in wireless networks: efficient protocols and outage behaviour. IEEE Trans Inf Theory 50(12):3062\u20133080","journal-title":"IEEE Trans Inf Theory"},{"issue":"1","key":"2271_CR22","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1109\/MCOM.2009.4752682","volume":"47","author":"M Stojanovic","year":"2009","unstructured":"Stojanovic M, Preisig J (2009) Underwater acoustic communication channels: propagation models and statistical characterization. IEEE Commun Mag 47(1):84\u201389","journal-title":"IEEE Commun Mag"},{"issue":"6","key":"2271_CR23","doi-asserted-by":"publisher","first-page":"2619","DOI":"10.1109\/18.720551","volume":"44","author":"E Biglieri","year":"1998","unstructured":"Biglieri E, Proakis J, Shamai S (1998) Fading channels: information-theoretic and communications aspects. IEEE Trans Inf Theory 44(6):2619\u20132692","journal-title":"IEEE Trans Inf Theory"},{"issue":"5","key":"2271_CR24","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1109\/LSP.2017.2686899","volume":"24","author":"T-M Ma","year":"2017","unstructured":"Ma T-M (2017) A novel PRCC scheme for OFDM systems over frequency-selective fading channels. IEEE Signal Process Lett 24(5):634\u2013637","journal-title":"IEEE Signal Process Lett"},{"issue":"6","key":"2271_CR25","doi-asserted-by":"publisher","first-page":"3573","DOI":"10.1109\/TWC.2017.2684808","volume":"16","author":"Q-Y Yu","year":"2017","unstructured":"Yu Q-Y, Guo J-C, Gao S-Y, Meng W-X, Xiang W (2017) Minimum sum-mean-square-error frequency-domain pre-coding for downlink multi-user MIMO in the frequency-selective fading channel. IEEE Trans Wireless Commun 16(6):3573\u20133589","journal-title":"IEEE Trans Wireless Commun"},{"issue":"8","key":"2271_CR26","doi-asserted-by":"publisher","first-page":"2799","DOI":"10.1109\/TIT.2007.901153","volume":"53","author":"SP Weber","year":"2007","unstructured":"Weber SP, Andrews JG, Yang X, de Veciana G (2007) Transmission capacity of wireless ad hoc networks with successive interference cancellation. IEEE Trans Inf Theory 53(8):2799\u20132814","journal-title":"IEEE Trans Inf Theory"},{"issue":"9","key":"2271_CR27","doi-asserted-by":"publisher","first-page":"4211","DOI":"10.1109\/TCOMM.2018.2829891","volume":"66","author":"W-L Chin","year":"2018","unstructured":"Chin W-L (2018) Nondata-aided doppler frequency estimation for OFDM systems over doubly selective fading channels. IEEE Trans Commun 66(9):4211\u20134221","journal-title":"IEEE Trans Commun"},{"issue":"6","key":"2271_CR28","doi-asserted-by":"publisher","first-page":"3924","DOI":"10.1109\/TWC.2020.2979131","volume":"19","author":"X Liu","year":"2020","unstructured":"Liu X, Anand K, Guan YL, Deng L, Fan P, Zhou Z (2020) BEM-PSP for single-carrier and SC-FDMA communication over a doubly selective fading channel. IEEE Trans Wireless Commun 19(6):3924\u20133937","journal-title":"IEEE Trans Wireless Commun"},{"key":"2271_CR29","doi-asserted-by":"crossref","unstructured":"Gizzini K, Chafii M, Ehsanfar S, Shubair RM (2021) Temporal averaging LSTM-based channel estimation scheme for IEEE 802.11p standard. 2021 IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, 2021:01-07","DOI":"10.1109\/GLOBECOM46510.2021.9685409"},{"issue":"9","key":"2271_CR30","doi-asserted-by":"publisher","first-page":"8440","DOI":"10.1109\/TVT.2018.2848294","volume":"67","author":"G Gui","year":"2018","unstructured":"Gui G, Huang H, Song Y, Sari H (2018) Deep learning for an effective nonorthogonal multiple access scheme. IEEE Trans Veh Technol 67(9):8440\u20138450","journal-title":"IEEE Trans Veh Technol"},{"issue":"11","key":"2271_CR31","doi-asserted-by":"publisher","first-page":"1947","DOI":"10.1109\/LWC.2020.3009170","volume":"9","author":"S Wang","year":"2020","unstructured":"Wang S, Yao R, Tsiftsis TA, Miridakis NI, Qi N (2020) Signal detection in uplink time-varying OFDM systems using RNN with bidirectional LSTM. IEEE Wireless Commun Lett 9(11):1947\u20131951","journal-title":"IEEE Wireless Commun Lett"},{"issue":"8","key":"2271_CR32","doi-asserted-by":"publisher","first-page":"7275","DOI":"10.1109\/TVT.2018.2832292","volume":"67","author":"Ali","year":"2018","unstructured":"Ali et al (2018) RaptorQ-based efficient multimedia transmission over cooperative cellular cognitive radio networks. IEEE Trans Veh Technol 67(8):7275\u20137289","journal-title":"IEEE Trans Veh Technol"},{"key":"2271_CR33","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1109\/OJCOMS.2020.2982513","volume":"1","author":"W Jiang","year":"2020","unstructured":"Jiang W, Schotten HD (2020) Deep learning for fading channel prediction. IEEE Open J Commun Soc 1:320\u2013332","journal-title":"IEEE Open J Commun Soc"},{"key":"2271_CR34","doi-asserted-by":"crossref","unstructured":"Kim Y-K, Oh J-M, Shin Y-H, Mun C (2014) Time and frequency domain channel estimation scheme for IEEE 802.11p. 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), Qingdao, China, 2014:1085\u20131090","DOI":"10.1109\/ITSC.2014.6957832"},{"issue":"1","key":"2271_CR35","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1109\/TVT.2011.2164428","volume":"61","author":"JA Fernandez","year":"2012","unstructured":"Fernandez JA, Borries K, Cheng L, Kumar BV, Stancil DD, Bai F (2012) Performance of the 802.11p physical layer in vehicle-to-vehicle environments. IEEE Trans Veh Technol 61(1):3\u201314","journal-title":"IEEE Trans Veh Technol"},{"key":"2271_CR36","doi-asserted-by":"publisher","first-page":"70595","DOI":"10.1109\/ACCESS.2022.3188111","volume":"10","author":"K Gizzini","year":"2022","unstructured":"Gizzini K, Chafii M (2022) A survey on deep learning based channel estimation in doubly dispersive environments. IEEE Access 10:70595\u201370619","journal-title":"IEEE Access"}],"container-title":["Mobile Networks and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-023-02271-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11036-023-02271-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-023-02271-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T08:29:51Z","timestamp":1748420991000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11036-023-02271-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,22]]},"references-count":36,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,12]]}},"alternative-id":["2271"],"URL":"https:\/\/doi.org\/10.1007\/s11036-023-02271-y","relation":{},"ISSN":["1383-469X","1572-8153"],"issn-type":[{"type":"print","value":"1383-469X"},{"type":"electronic","value":"1572-8153"}],"subject":[],"published":{"date-parts":[[2023,11,22]]},"assertion":[{"value":"13 November 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 November 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":"There is no conflict of interest among the authors.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}