{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T06:36:04Z","timestamp":1775889364988,"version":"3.50.1"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000183","name":"US Army Research Office (ARO) is gratefully acknowledged","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1109\/tccn.2020.3019605","type":"journal-article","created":{"date-parts":[[2020,8,26]],"date-time":"2020-08-26T20:05:01Z","timestamp":1598472301000},"page":"1335-1349","source":"Crossref","is-referenced-by-count":131,"title":["Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2078-6472","authenticated-orcid":false,"given":"Charles E.","family":"Thornton","sequence":"first","affiliation":[]},{"given":"Mark A.","family":"Kozy","sequence":"additional","affiliation":[]},{"given":"R. Michael","family":"Buehrer","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9596-5400","authenticated-orcid":false,"given":"Anthony F.","family":"Martone","sequence":"additional","affiliation":[]},{"given":"Kelly D.","family":"Sherbondy","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2984227"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref33","first-page":"2094","article-title":"Deep reinforcement learning with double Q-learning","author":"van hassel","year":"2016","journal-title":"Proc Conf Artif Intell (AAAI)"},{"key":"ref32","first-page":"29","article-title":"Deep recurrent Q-learning for partially observable MDPs","volume":"9","author":"hausknecht","year":"2015","journal-title":"Proc AAAI Fall Symp Series"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2933778"},{"key":"ref37","year":"2019","journal-title":"TensorFlow™"},{"key":"ref36","author":"yang","year":"2019","journal-title":"A Theoretical Analysis of Deep Q-Learning"},{"key":"ref35","author":"goodfellow","year":"2015","journal-title":"Deep Learning"},{"key":"ref34","author":"sutton","year":"2018","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2015.2467354"},{"key":"ref40","author":"chollet","year":"2015","journal-title":"Keras"},{"key":"ref11","author":"moo","year":"2015","journal-title":"Adaptive Radar Resource Management"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2007.358854"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rsn.2018.5379"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2018.2886614"},{"key":"ref15","article-title":"Information theory and radar: Mutual information and the design and analysis of radar waveforms and systems","author":"bell","year":"1988"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2020.2987443"},{"key":"ref17","author":"puterman","year":"2005","journal-title":"Markov Decision Processes"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2743240"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2015.2465304"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2873103"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2365517"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/160718"},{"key":"ref3","year":"2019","journal-title":"5G in Release 17—Strong Radio Evolution"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2006.1593335"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/RADAR.2015.7131215"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2017.2735659"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2822847"},{"key":"ref7","first-page":"10","article-title":"Cognitive radar demystified","volume":"2014","author":"martone","year":"2014","journal-title":"USRI Radio Sci Bull"},{"key":"ref2","volume":"84","year":"2019","journal-title":"Spectrum Horizons"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2015.130847"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/RADAR.2019.8835780"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022140919877"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICNSURV.2019.8735219"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/RADAR42522.2020.9114775"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/VETECS.2009.5073387"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2666266"},{"key":"ref42","author":"haenggi","year":"2009","journal-title":"Interference in Large Wireless Networks"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rsn.2015.0372"},{"key":"ref41","author":"skolnik","year":"2008","journal-title":"Radar Handbook"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.361604"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/RADAR.2011.5960666"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6706713"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1049\/el.2019.2650"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2011.5751276"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/9286928\/09178313.pdf?arnumber=9178313","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T17:31:44Z","timestamp":1651080704000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9178313\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":46,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2020.3019605","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,12]]}}}