{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T11:29:24Z","timestamp":1763810964699,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-1816112"],"award-info":[{"award-number":["CNS-1816112"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"DOI":"10.1145\/3556564.3558242","type":"proceedings-article","created":{"date-parts":[[2022,10,26]],"date-time":"2022-10-26T22:24:37Z","timestamp":1666823077000},"page":"40-44","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Reinforcement learning of millimeter wave beamforming tracking over COSMOS platform"],"prefix":"10.1145","author":[{"given":"Imtiaz","family":"Nasim","sequence":"first","affiliation":[{"name":"Florida International University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Panagiotis","family":"Skrimponis","sequence":"additional","affiliation":[{"name":"New York University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ahmed S.","family":"Ibrahim","sequence":"additional","affiliation":[{"name":"Florida International University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sundeep","family":"Rangan","sequence":"additional","affiliation":[{"name":"New York University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ivan","family":"Seskar","sequence":"additional","affiliation":[{"name":"Rutgers University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,10,26]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Millimeter wave mobile communications for 5G cellular: It will work! IEEE Access, 1:335--349","author":"Rappaport Theodore S.","year":"2013","unstructured":"Theodore S. Rappaport , Shu Sun , Rimma Mayzus , Hang Zhao , Yaniv Azar , Kevin Wang , George N. Wong , Jocelyn K. Schulz , Mathew Samimi , and Felix Gutierrez . Millimeter wave mobile communications for 5G cellular: It will work! IEEE Access, 1:335--349 , 2013 . Theodore S. Rappaport, Shu Sun, Rimma Mayzus, Hang Zhao, Yaniv Azar, Kevin Wang, George N. Wong, Jocelyn K. Schulz, Mathew Samimi, and Felix Gutierrez. Millimeter wave mobile communications for 5G cellular: It will work! IEEE Access, 1:335--349, 2013."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2299397"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1561\/1300000054"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2457921"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41745-020-00170-9"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486279"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2518085"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2009.091009"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2016.7905941"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2748938"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.23919\/WiOPT47501.2019.9144146"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2850226"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF44664.2019.9048770"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3107526"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155408"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3043301"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3372224.3380891"},{"key":"e_1_3_2_1_18_1","volume-title":"https:\/\/cosmos-lab.org\/","author":"Cloud","year":"2022","unstructured":"Cloud enhanced open software defined mobile wireless testbed for city-scale deployment (COSMOS). https:\/\/cosmos-lab.org\/ , 2022 . Cloud enhanced open software defined mobile wireless testbed for city-scale deployment (COSMOS). https:\/\/cosmos-lab.org\/, 2022."},{"key":"e_1_3_2_1_19_1","first-page":"39.1","volume-title":"Proc. of the 25th Annual Conference on Learning Theory","volume":"23","author":"Agrawal Shipra","year":"2012","unstructured":"Shipra Agrawal and Navin Goyal . Analysis of thompson sampling for the multi-armed bandit problem . In Proc. of the 25th Annual Conference on Learning Theory , volume 23 , pages 39.1 -- 39.26 . PMLR, 2012 . Shipra Agrawal and Navin Goyal. Analysis of thompson sampling for the multi-armed bandit problem. In Proc. of the 25th Annual Conference on Learning Theory, volume 23, pages 39.1--39.26. PMLR, 2012."},{"key":"e_1_3_2_1_20_1","volume-title":"Dirichlet distribution: Motivating lda. https:https:\/\/towardsdatascience.com\/dirichlet-distribution-a82ab942a879","author":"Liu S.","year":"2019","unstructured":"S. Liu . Dirichlet distribution: Motivating lda. https:https:\/\/towardsdatascience.com\/dirichlet-distribution-a82ab942a879 , 2019 . S. Liu. Dirichlet distribution: Motivating lda. https:https:\/\/towardsdatascience.com\/dirichlet-distribution-a82ab942a879, 2019."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477086.3480834"},{"key":"e_1_3_2_1_22_1","volume-title":"https:\/\/wiki.cosmos-lab.org\/wiki\/tutorials\/","author":"COSMOS","year":"2022","unstructured":"COSMOS tutorials. https:\/\/wiki.cosmos-lab.org\/wiki\/tutorials\/ , 2022 . COSMOS tutorials. https:\/\/wiki.cosmos-lab.org\/wiki\/tutorials\/, 2022."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411276.3412195"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108220"},{"key":"e_1_3_2_1_25_1","volume-title":"Experimentation with advanced SDR. https:\/\/github.com\/nyu-wireless\/mmwsdr","author":"NYU","year":"2022","unstructured":"NYU WIRELESS. Experimentation with advanced SDR. https:\/\/github.com\/nyu-wireless\/mmwsdr , 2022 . NYU WIRELESS. Experimentation with advanced SDR. https:\/\/github.com\/nyu-wireless\/mmwsdr, 2022."}],"event":{"name":"ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing"],"location":"Sydney NSW Australia","acronym":"ACM MobiCom '22"},"container-title":["Proceedings of the 16th ACM Workshop on Wireless Network Testbeds, Experimental evaluation &amp; CHaracterization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3556564.3558242","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3556564.3558242","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3556564.3558242","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:01Z","timestamp":1750182541000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3556564.3558242"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":25,"alternative-id":["10.1145\/3556564.3558242","10.1145\/3556564"],"URL":"https:\/\/doi.org\/10.1145\/3556564.3558242","relation":{},"subject":[],"published":{"date-parts":[[2022,10,17]]},"assertion":[{"value":"2022-10-26","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}