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Osseiran, F. Boccardi, V. Braun, K. Kusume, P. Marsch, M. Maternia, O. Queseth, M. Schellmann, H. Schotten, H. Taoka, H. Tullberg, M.A. Uusitalo, B. Timus, and M. Fallgren, \u201cScenarios for 5G mobile and wireless communications: The vision of the METIS project,\u201d IEEE Commun. Mag., vol.52, no.5, pp.26-35, May 2014. 10.1109\/mcom.2014.6815890","DOI":"10.1109\/MCOM.2014.6815890"},{"key":"2","doi-asserted-by":"publisher","unstructured":"[2] I. Ahmad, T. Kumar, M. Liyanage, J. Okwuibe, M. Ylianttila, and A. Gurtov, \u201cOverview of 5G security challenges and solutions,\u201d IEEE Commun. Stand. Mag., vol.2, no.1, pp.36-43, March 2018. 10.1109\/mcomstd.2018.1700063","DOI":"10.1109\/MCOMSTD.2018.1700063"},{"key":"3","doi-asserted-by":"crossref","unstructured":"[3] C. Brubaker, S. Jana, B. Ray, S. Khurshid, and V. Shmatikov, \u201cUsing Frankencerts for automated adversarial testing of certificate validation in SSL\/TLS implementations,\u201d 2014 IEEE Symposium on Security and Privacy, pp.114-129, Nov. 2014. 10.1109\/sp.2014.15","DOI":"10.1109\/SP.2014.15"},{"key":"4","unstructured":"[4] Cisco Systems, \u201cConfiguring IPSec network security,\u201d Cisco IOS Security Configuration Guide, Release 12, 2, 2003."},{"key":"5","doi-asserted-by":"crossref","unstructured":"[5] V. Bhatia and K.R. Ramkumar, \u201cAn efficient quantum computing technique for cracking RSA using Shor's algorithm,\u201d 2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA), pp.89-94, Oct. 2020. 10.1109\/iccca49541.2020.9250806","DOI":"10.1109\/ICCCA49541.2020.9250806"},{"key":"6","doi-asserted-by":"publisher","unstructured":"[6] Y. Liu and H. Chen, \u201cPhysical layer security for next generation wireless networks: Theories, technologies, and challenges,\u201d IEEE Commun. Surveys Tuts., vol.19, no.1, pp.347-376, Aug. 2016. 10.1109\/comst.2016.2598968","DOI":"10.1109\/COMST.2016.2598968"},{"key":"7","doi-asserted-by":"publisher","unstructured":"[7] Y. Wu, A. Khisti, C. Xiao, G. Caire, K.K. Wong, and X. Gao, \u201cA survey of physical layer security techniques for 5G wireless networks and challenges ahead,\u201d IEEE J. Sel. Areas Commun., vol.36, no.4, pp.679-695, April 2018. 10.1109\/jsac.2018.2825560","DOI":"10.1109\/JSAC.2018.2825560"},{"key":"8","doi-asserted-by":"publisher","unstructured":"[8] A. Mukherjee, S.A.A. Fakoorian, J. Huang, and A.L. Swindlehurst, \u201cPrinciples of physical layer security in multiuser wireless networks: A survey,\u201d IEEE Commun. Surveys Tuts., vol.16, no.3, pp.1550-1573, Feb. 2014. 10.1109\/surv.2014.012314.00178","DOI":"10.1109\/SURV.2014.012314.00178"},{"key":"9","doi-asserted-by":"publisher","unstructured":"[9] Q. Cheng, V. Fusco, J. Zhu, S. Wang, and F. Wang, \u201cWFRFT-aided power-efficient multi-beam directional modulation schemes based on frequency diverse array,\u201d IEEE Trans. Wireless Commun., vol.18, no.11, pp.5211-5226, Nov. 2019. 10.1109\/twc.2019.2934462","DOI":"10.1109\/TWC.2019.2934462"},{"key":"10","doi-asserted-by":"publisher","unstructured":"[10] S. Liu, Y. Hong, and E. Viterbo, \u201cPractical secrecy using artificial noise,\u201d IEEE Commun. Lett., vol.17, no.7, pp.1483-1486, July 2013. 10.1109\/lcomm.2013.052013.130556","DOI":"10.1109\/LCOMM.2013.052013.130556"},{"key":"11","doi-asserted-by":"crossref","unstructured":"[11] O. Ureten and N. Serinken, \u201cWireless security through RF fingerprinting,\u201d Can. J. Electr. Comput. Eng., vol.32, no.1, pp.27-33, May 2007. 10.1109\/cjece.2007.364330","DOI":"10.1109\/CJECE.2007.364330"},{"key":"12","doi-asserted-by":"publisher","unstructured":"[12] T. Kang, X. Li, C. Yu, and J. Kim, \u201cA survey of security mechanisms with direct sequence spread spectrum signals,\u201d Journal of Computing Science and Engineering, vol.7, no.3, pp.187-197, Sept. 2013. 10.5626\/jcse.2013.7.3.187","DOI":"10.5626\/JCSE.2013.7.3.187"},{"key":"13","doi-asserted-by":"publisher","unstructured":"[13] E. Okamoto, \u201cA chaos MIMO transmission scheme for channel coding and physical-layer security,\u201d IEICE Trans. Commun., vol.E95-B, no.4, pp.1384-1392, April 2012. 10.1587\/transcom.e95.b.1384","DOI":"10.1587\/transcom.E95.B.1384"},{"key":"14","unstructured":"[14] P.C. Shields, The Theory of Bernoulli Shift, University of Chicago Press, May 2009."},{"key":"15","doi-asserted-by":"publisher","unstructured":"[15] T. Kaga, M. Okumura, E. Okamoto, and T. Yamamoto, \u201cMulti-level encrypted transmission scheme using hybrid chaos and linear modulation,\u201d IEICE Trans. Commun., vol.E105-B, no.5, pp.638-647, May 2022. 10.1587\/transcom.2021ebp3092","DOI":"10.1587\/transcom.2021EBP3092"},{"key":"16","doi-asserted-by":"publisher","unstructured":"[16] L. Kocarev, J. Szczepanski, J.M. Amigo, and I. Tomovski, \u201cDiscrete chaos-I: Theory,\u201d IEEE Trans. Circuits Syst. I, Reg. Papers, vol.53, no.6, pp.1300-1309, June 2006. 10.1109\/tcsi.2006.874181","DOI":"10.1109\/TCSI.2006.874181"},{"key":"17","doi-asserted-by":"publisher","unstructured":"[17] M. Okumura, T. Kaga, E. Okamoto, and T. Yamamoto, \u201cImprovement of channel coding gain of chaos modulation using logistic maps,\u201d IEICE Commun. Express, vol.10, no.9, pp.744-750, Sept. 2021. 10.1587\/comex.2021xbl0111","DOI":"10.1587\/comex.2021XBL0111"},{"key":"18","doi-asserted-by":"publisher","unstructured":"[18] N. Horiike, E. Okamoto, and T. Yamamoto, \u201cA downlink non-orthogonal multiple access scheme having physical layer security,\u201d J. Wireless Com. Networking, vol.2018, no.1, pp.1-11, Aug. 2018. 10.1186\/s13638-018-1156-8","DOI":"10.1186\/s13638-018-1156-8"},{"key":"19","doi-asserted-by":"publisher","unstructured":"[19] E. Okamoto, \u201cOverview of nonlinear signal processing in 5G and 6G access technologies,\u201d Nonlinear Theory and Its Applications, IEICE, vol.E12-N, no.3, pp.1-18, July 2021. 10.1587\/nolta.12.257","DOI":"10.1587\/nolta.12.257"},{"key":"20","doi-asserted-by":"crossref","unstructured":"[20] Y. Saito, Y. Kishiyama, A. Benjebbour, T. Nakamura, A. Li, and K. Higuchi, \u201cNon-orthogonal multiple access (NOMA) for cellular future radio access,\u201d 2013 IEEE 77th Vehicular Technology Conference (VTC Spring), pp.1-5, 2013. 10.1109\/vtcspring.2013.6692652","DOI":"10.1109\/VTCSpring.2013.6692652"},{"key":"21","unstructured":"[21] M. Okumura, E. Okamoto, Y. Masuda, T. Kaga, and T. Yamamoto, \u201cApplication of radio-wave encryption to interleave-division multiple-access scheme,\u201d Proc. International Symposium on Nonlinear Theory and its Applications (NOLTA 2020), pp.350-353, Nov. 2020."},{"key":"22","doi-asserted-by":"crossref","unstructured":"[22] M. Okumura, T. Kaga, E. Okamoto, and T. Yamamoto, \u201cChaos-based interleave division multiple access scheme with physical layer security,\u201d IEEE 18th Annual Consumer Communications & Networking Conference (CCNC), pp.1-2, 2021. 10.1109\/ccnc49032.2021.9369489","DOI":"10.1109\/CCNC49032.2021.9369489"},{"key":"23","doi-asserted-by":"crossref","unstructured":"[23] N. Horiike, E. Okamoto, and T. Yamamoto, \u201cPerformance improvement of chaos MIMO transmission scheme by LDPC code concatenation using symbol MAP detection and STBC,\u201d Proc. Int'l Conf. on Information Networking (ICOIN2017), pp.200-205, Jan. 2017. 10.1109\/icoin.2017.7899504","DOI":"10.1109\/ICOIN.2017.7899504"},{"key":"24","doi-asserted-by":"publisher","unstructured":"[24] K. Asano, M. Okumura, T. Abe, E. Okamoto, and T. Yamamoto, \u201cHigh-quality secure wireless transmission scheme using polar codes and radio-wave encrypted modulation,\u201d IEICE Trans. Commun., vol.E106-B, no.4, pp.374-383, April 2023. 10.1587\/transcom.2022ebp3098","DOI":"10.1587\/transcom.2022EBP3098"},{"key":"25","doi-asserted-by":"publisher","unstructured":"[25] C. Bai, H.-P. Ren, and C. Grebogi, \u201cExperimental phase separation differential chaos shift keying wireless communication based on matched filter,\u201d IEEE Access, vol.7, pp.25274-25287, Feb. 2019. 10.1109\/access.2019.2900729","DOI":"10.1109\/ACCESS.2019.2900729"},{"key":"26","doi-asserted-by":"publisher","unstructured":"[26] H.-P. Ren, C. Bai, J. Liu, M.S. Baptista, and C. Grebogi, \u201cExperimental validation of wireless communication with chaos,\u201d Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.26, no.8, pp.1-9, Aug. 2016. 10.1063\/1.4960787","DOI":"10.1063\/1.4960787"},{"key":"27","doi-asserted-by":"publisher","unstructured":"[27] A.S. Dmitriev, A.V. Kletsov, A.M. Laktyushkin, A.I. Panas, and S.O. Starkov, \u201cUltrawideband wireless communications based on dynamic chaos,\u201d J. Commun. Technol. Electron., vol.51, pp.1126-1140, Oct. 2006. 10.1134\/s1064226906100020","DOI":"10.1134\/S1064226906100020"},{"key":"28","unstructured":"[28] Ettus Research, \u201cN200\/N210,\u201d [Online] Available: https:\/\/kb.ettus.com\/N200\/N210"},{"key":"29","unstructured":"[29] National Instruments, \u201cLabview,\u201d [Online] Available: https:\/\/www.ni.com\/ja-jp\/shop\/labview.html"},{"key":"30","doi-asserted-by":"publisher","unstructured":"[30] T. Ulvers\u00f8y, \u201cSoftware defined radio: Challenges and opportunities,\u201d IEEE Commun. Surveys Tuts., vol.12, no.4, pp.531-550, May 2010. 10.1109\/surv.2010.032910.00019","DOI":"10.1109\/SURV.2010.032910.00019"},{"key":"31","doi-asserted-by":"publisher","unstructured":"[31] A.L. Garcia Reis, A.F. Barros, K. Gusso Lenzi, L.G. Pedroso Meloni, and S.E. Barbin, \u201cIntroduction to the software-defined radio approach,\u201d IEEE Latin America Transactions, vol.10, no.1, pp.1156-1161, Jan. 2012. 10.1109\/tla.2012.6142453","DOI":"10.1109\/TLA.2012.6142453"},{"key":"32","doi-asserted-by":"crossref","unstructured":"[32] G. Box and M. Muller, \u201cA note on the generation of random normal deviates,\u201d Ann. Math. Statist., vol.29, no.2, pp.610-611, 1958. 10.1214\/aoms\/1177706645","DOI":"10.1214\/aoms\/1177706645"},{"key":"33","doi-asserted-by":"crossref","unstructured":"[33] R. Raheli, A. Polydoros, and C. Tzou, \u201cPer-Survivor processing: A general approach to MLSE in uncertain environments,\u201d IEEE Trans. Commun., vol.43, no.2\/3\/4, pp.354-364, Feb.\/Mar.\/April 1995. 10.1109\/26.380054","DOI":"10.1109\/26.380054"},{"key":"34","unstructured":"[34] National Instruments, \u201cUSRP-2921 Specifications,\u201d [Online] Available: https:\/\/www.ni.com\/documentation\/en\/usrp-software-defined-radio-device\/latest\/specs-usrp-2921\/specs"},{"key":"35","unstructured":"[35] Ettus Research, \u201cSynchronization and MIMO Capability with USRP Devices,\u201d [Online] Available: https:\/\/kb.ettus.com\/Synchronization_and_MIMO_Capability_with_USRP_Devices"},{"key":"36","unstructured":"[36] Ettus Research, \u201cLoop Back Cable Kit,\u201d [Online] Available: https:\/\/www.ettus.com\/all-products\/lpbk-kit"},{"key":"37","doi-asserted-by":"crossref","unstructured":"[37] Z. Xinyu, \u201cAnalysis of M-sequence and Gold-sequence in CDMA system,\u201d IEEE 3rd International Conference on Communication Software and Networks, pp.466-468, 2011. 10.1109\/iccsn.2011.6014765","DOI":"10.1109\/ICCSN.2011.6014765"},{"key":"38","doi-asserted-by":"crossref","unstructured":"[38] A. Fort, J. Weijers, V. Derudder, W. Eberle, and A. Bourdoux, \u201cA performance and complexity comparison of auto-correlation and cross-correlation for OFDM burst synchronization,\u201d 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP'03), pp.341-344, April 2003. 10.1109\/icassp.2003.1202364","DOI":"10.1109\/ICASSP.2003.1202364"},{"key":"39","doi-asserted-by":"crossref","unstructured":"[39] C.D. Moffatt and J. Hoffmann, \u201cLow PAPR preamble for improved channel estimation,\u201d MILCOM 2008-2008 IEEE Military Communications Conference, pp.1-7, Nov. 2008. 10.1109\/milcom.2008.4753288","DOI":"10.1109\/MILCOM.2008.4753288"},{"key":"40","doi-asserted-by":"crossref","unstructured":"[40] J.E. Volder, \u201cThe CORDIC trigonometric computing technique,\u201d IRE Trans. Electron. Comput., vol.EC-8, no.3, pp.330-334, Sept. 1959. 10.1109\/tec.1959.5222693","DOI":"10.1109\/TEC.1959.5222693"},{"key":"41","unstructured":"[41] J.R. Van der Merwe, J. Malan, F.D.V. Maasdorp and W.P. Du Plessis, \u201cMulti-channel software defined radio experimental evaluation and analysis,\u201d Proc. Instituto Tecnologico de Aeronautica (ITA), 2014."},{"key":"42","doi-asserted-by":"crossref","unstructured":"[42] S. Corum, J.D. Bonior, R.C. Qiu, N. Guo, and Z. Hu, \u201cEvaluation of phase error in a software-defined radio network testbed,\u201d 2012 Proc. IEEE Southeastcon, pp.1-4, March 2012. 10.1109\/secon.2012.6196922","DOI":"10.1109\/SECon.2012.6196922"},{"key":"43","doi-asserted-by":"crossref","unstructured":"[43] C.E. Shannon, \u201cCommunication theory of secrecy systems,\u201d Bell Syst. Tech. J., vol.28, no.4, pp.656-715, Oct. 1949. 10.1002\/j.1538-7305.1949.tb00928.x","DOI":"10.1002\/j.1538-7305.1949.tb00928.x"},{"key":"44","unstructured":"[44] Q. Dang, \u201cRecommendation for Applications Using Approved Hash Algorism,\u201d NIST Special Publication 800-107, pp.1-22, Aug. 2012. 10.6028\/nist.sp.800-107r1"},{"key":"45","doi-asserted-by":"publisher","unstructured":"[45] A.J. Goldsmith and P.P. Varaiya, \u201cCapacity, mutual information, and coding for finite-state Markov channels,\u201d IEEE Trans. Inf. Theory, vol.42, no.3, pp.868-886, May 1996. 10.1109\/18.490551","DOI":"10.1109\/18.490551"},{"key":"46","doi-asserted-by":"publisher","unstructured":"[46] M. Okumura, K. Asano, T. Abe, E. Okamoto, and T. Yamamoto, \u201cPerformance improvement of radio-wave encrypted MIMO communications using average LLR clipping,\u201d IEICE Trans. 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