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Sinha, \u201cPractical, real-time, full duplex wireless,\u201d Proc. 17th annual international conference on Mobile computing and networking, pp.301-312, ACM, 2011. 10.1145\/2030613.2030647","DOI":"10.1145\/2030613.2030647"},{"key":"5","doi-asserted-by":"crossref","unstructured":"[5] B. Radunovic, D. Gunawardena, P. Key, A. Proutiere, N. Singh, V. Balan, and G. Dejean, \u201cRethinking indoor wireless mesh design: Low power, low frequency, full-duplex,\u201d 2010 Fifth IEEE Workshop on Wireless Mesh Networks (WIMESH 2010), 2010. 10.1109\/wimesh.2010.5507905","DOI":"10.1109\/WIMESH.2010.5507905"},{"key":"6","unstructured":"[6] A. Sahai, G. Patel, and A. Sabharwal, \u201cPushing the limits of full-duplex: Design and real-time implementation,\u201d arXiv preprint arXiv:1107.0607, 2011."},{"key":"7","doi-asserted-by":"publisher","unstructured":"[7] E. Everett, A. Sahai, and A. Sabharwal, \u201cPassive self-interference suppression for full-duplex infrastructure nodes,\u201d IEEE Trans. Wireless Commun., vol.13, no.2, pp.680-694, 2014. 10.1109\/twc.2013.010214.130226","DOI":"10.1109\/TWC.2013.010214.130226"},{"key":"8","doi-asserted-by":"publisher","unstructured":"[8] G. Zheng, I. Krikidis, and B. orn Ottersten, \u201cFull-duplex cooperative cognitive radio with transmit imperfections,\u201d IEEE Trans. Wireless Commun., vol.12, no.5, pp.2498-2511, 2013. 10.1109\/twc.2013.032513.121464","DOI":"10.1109\/TWC.2013.032513.121464"},{"key":"9","doi-asserted-by":"crossref","unstructured":"[9] Y. Liao, T. Wang, L. Song, and Z. Han, \u201cListen-and-talk: Protocol design and analysis for full-duplex cognitive radio networks,\u201d IEEE Trans. Veh. Technol., vol.66, no.1, pp.656-667, 2017. 10.1109\/tvt.2016.2535483","DOI":"10.1109\/TVT.2016.2535483"},{"key":"10","doi-asserted-by":"crossref","unstructured":"[10] W. Afifi and M. 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All\u00e9n, and K. Yamamoto, \u201cSimultaneous transmission and spectrum sensing in ofdm systems using full-duplex radios,\u201d 2015 IEEE 82nd Vehicular Technology Conference (VTC Fall), 2015. 10.1109\/vtcfall.2015.7391140","DOI":"10.1109\/VTCFall.2015.7391140"},{"key":"14","doi-asserted-by":"crossref","unstructured":"[14] Q. Cheng, E. Dutkiewicz, G. Fang, Z. Shi, D.N. Nguyen, and H. Wang, \u201cA novel full-duplex spectrum sensing algorithm for OFDM signals in cognitive radio networks,\u201d 2017 IEEE Global Communications Conference (GLOBECOM), 2017. 10.1109\/glocom.2017.8254111","DOI":"10.1109\/GLOCOM.2017.8254111"},{"key":"15","doi-asserted-by":"crossref","unstructured":"[15] N. Bitar, S. Muhammad, and H.H. 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Poor, \u201cAutocorrelation-based decentralized sequential detection of OFDM signals in cognitive radios,\u201d IEEE Trans. Signal Process., vol.57, no.7, pp.2690-2700, 2009. 10.1109\/tsp.2009.2019176","DOI":"10.1109\/TSP.2009.2019176"},{"key":"19","unstructured":"[19] N. Akhtar and A. Mian, \u201cThreat of adversarial attacks on deep learning in computer vision: A survey,\u201d arXiv preprint arXiv:1801.00553, 2018."},{"key":"20","doi-asserted-by":"crossref","unstructured":"[20] C. Du, H. Zeng, W. Lou, and Y.T. Hou, \u201cOn cyclostationary analysis of WiFi signals for direction estimation,\u201d 2015 IEEE International Conference on Communications (ICC), pp.3557-3561, 2015. 10.1109\/icc.2015.7248876","DOI":"10.1109\/ICC.2015.7248876"},{"key":"21","doi-asserted-by":"crossref","unstructured":"[21] F.X. Socheleau, P. Ciblat, and S. 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