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Griffiths, L. Cohen, S. Watts, E. Mokole, C. Baker, M. Wicks, and S. Blunt, \u201cRadar spectrum engineering and management: Technical and regulatory issues,\u201d Proc. IEEE, vol.103, no.1, pp.85-102, Jan. 2015. 10.1109\/jproc.2014.2365517","DOI":"10.1109\/JPROC.2014.2365517"},{"key":"2","doi-asserted-by":"publisher","unstructured":"[2] B. Paul, A.R. Chiriyath, and D.W. Bliss, \u201cSurvey of RF communications and sensing convergence research,\u201d IEEE Access, vol.5, pp.252-270, 2017. 10.1109\/access.2016.2639038","DOI":"10.1109\/ACCESS.2016.2639038"},{"key":"3","doi-asserted-by":"publisher","unstructured":"[3] A. Martone and M. Amin, \u201cA view on radar and communication systems coexistence and dual functionality in the era of spectrum sensing,\u201d Digital Signal Processing, vol.119, p.103135, Dec. 2021. 10.1016\/j.dsp.2021.103135","DOI":"10.1016\/j.dsp.2021.103135"},{"key":"4","doi-asserted-by":"publisher","unstructured":"[4] F. Liu, C. Masouros, A.P. Petropulu, H. Griffiths, and L. Hanzo, \u201cJoint radar and communication design: Applications, state-of-the-art, and the road ahead,\u201d IEEE Trans. Commun., vol.68, no.6, pp.3834-3862, June 2020. 10.1109\/tcomm.2020.2973976","DOI":"10.1109\/TCOMM.2020.2973976"},{"key":"5","doi-asserted-by":"publisher","unstructured":"[5] C.G. Tsinos, A. Arora, S. Chatzinotas, and B. Ottersten, \u201cJoint transmit waveform and receive filter design for dual-function radar-communication systems,\u201d IEEE J. Sel. Topics Signal Process., vol.15, no.6, pp.1378-1392, Nov. 2021. 10.1109\/jstsp.2021.3112295","DOI":"10.1109\/JSTSP.2021.3112295"},{"key":"6","doi-asserted-by":"publisher","unstructured":"[6] C. Shi, F. Wang, S. Salous, and J. Zhou, \u201cLow probability of intercept-based optimal OFDM waveform design strategy for an integrated radar and communications system,\u201d IEEE Access, vol.6, pp.57689-57699, 2018. 10.1109\/access.2018.2874007","DOI":"10.1109\/ACCESS.2018.2874007"},{"key":"7","doi-asserted-by":"publisher","unstructured":"[7] E. Uhlemann, \u201cTime for autonomous vehicles to connect [connected vehicles],\u201d IEEE Veh. Technol. Mag., vol.13, no.3, pp.10-13, Sept. 2018. 10.1109\/mvt.2018.2848342","DOI":"10.1109\/MVT.2018.2848342"},{"key":"8","doi-asserted-by":"publisher","unstructured":"[8] F. Liu and C. Masouros, \u201cA tutorial on joint radar and communication transmission for vehicular networks \u2014 Part I: Background and fundamentals,\u201d IEEE Commun. Lett., vol.25, no.2, pp.322-326, 2021. 10.1109\/lcomm.2020.3025310","DOI":"10.1109\/LCOMM.2020.3025310"},{"key":"9","doi-asserted-by":"publisher","unstructured":"[9] M. Ashraf, B. Tan, D. Moltchanov, J.S. Thompson, and M. Valkama, \u201cJoint optimization of radar and communications performance in 6G cellular systems,\u201d IEEE Trans. Green Commun. Netw., vol.7, no.1, pp.522-536, 2023. 10.1109\/tgcn.2023.3234258","DOI":"10.1109\/TGCN.2023.3234258"},{"key":"10","doi-asserted-by":"crossref","unstructured":"[10] N.A.A. Elhag, P. Wei, X. Tang, M. Mohammad, and A. Smahi, \u201cOptimal power allocation strategy for a MIMO-integrated radar and communication system based OFDM waveform,\u201d 2022 3rd Information Communication Technologies Conference (ICTC), pp.91-96, May 2022. 10.1109\/ictc55111.2022.9778643","DOI":"10.1109\/ICTC55111.2022.9778643"},{"key":"11","doi-asserted-by":"publisher","unstructured":"[11] D. Ma, N. Shlezinger, T. Huang, Y. Liu, and Y.C. Eldar, \u201cJoint radar-communication strategies for autonomous vehicles: Combining two key automotive technologies,\u201d IEEE Signal Process. Mag., vol.37, no.4, pp.85-97, June 2020. 10.1109\/msp.2020.2983832","DOI":"10.1109\/MSP.2020.2983832"},{"key":"12","doi-asserted-by":"publisher","unstructured":"[12] S. Buzzi, E. Grossi, M. Lops, and L. Venturino, \u201cFoundations of MIMO radar detection aided by reconfigurable intelligent surfaces,\u201d IEEE Trans. Signal Process., vol.70, pp.1749-1763, 2022. 10.1109\/tsp.2022.3157975","DOI":"10.1109\/TSP.2022.3157975"},{"key":"13","doi-asserted-by":"publisher","unstructured":"[13] C. Pan, H. Ren, K. Wang, J.F. Kolb, M. Elkashlan, M. Chen, M.D. Renzo, Y. Hao, J. Wang, A.L. Swindlehurst, X. You, and L. Hanzo, \u201cReconfigurable intelligent surfaces for 6G systems: Principles, applications, and research directions,\u201d IEEE Commun. Mag., vol.59, no.6, pp.14-20, June 2021. 10.1109\/MCOM.001.2001076","DOI":"10.1109\/MCOM.001.2001076"},{"key":"14","doi-asserted-by":"publisher","unstructured":"[14] M.A. ElMossallamy, H. Zhang, L. Song, K.G. Seddik, Z. Han, and G.Y. Li, \u201cReconfigurable intelligent surfaces for wireless communications: Principles, challenges, and opportunities,\u201d IEEE Trans. Cogn. Commun. Netw., vol.6, no.3, pp.990-1002, Sept. 2020. 10.1109\/tccn.2020.2992604","DOI":"10.1109\/TCCN.2020.2992604"},{"key":"15","doi-asserted-by":"publisher","unstructured":"[15] Q. Wu and R. Zhang, \u201cTowards smart and reconfigurable environment: Intelligent reflecting surface aided wireless network,\u201d IEEE Commun. Mag., vol.58, no.1, pp.106-112, Jan. 2020. 10.1109\/mcom.001.1900107","DOI":"10.1109\/MCOM.001.1900107"},{"key":"16","doi-asserted-by":"publisher","unstructured":"[16] S. Abeywickrama, R. Zhang, Q. Wu, and C. Yuen, \u201cIntelligent reflecting surface: Practical phase shift model and beamforming optimization,\u201d IEEE Trans. Commun., vol.68, no.9, pp.5849-5863, Sept. 2020. 10.1109\/tcomm.2020.3001125","DOI":"10.1109\/TCOMM.2020.3001125"},{"key":"17","doi-asserted-by":"publisher","unstructured":"[17] Q. Wu and R. Zhang, \u201cIntelligent reflecting surface enhanced wireless network via joint active and passive beamforming,\u201d IEEE Trans. Wireless Commun., vol.18, no.11, pp.5394-5409, Nov. 2019. 10.1109\/twc.2019.2936025","DOI":"10.1109\/TWC.2019.2936025"},{"key":"18","doi-asserted-by":"publisher","unstructured":"[18] C. Liaskos, A. Tsioliaridou, A. Pitsillides, S. Ioannidis, and I. Akyildiz, \u201cUsing any surface to realize a new paradigm for wireless communications,\u201d Commun. ACM, vol.61, no.11, pp.30-33, Oct. 2018. 10.1145\/3192336","DOI":"10.1145\/3192336"},{"key":"19","doi-asserted-by":"publisher","unstructured":"[19] S.V. Hum and J. Perruisseau-Carrier, \u201cReconfigurable reflectarrays and array lenses for dynamic antenna beam control: A review,\u201d IEEE Trans. Antennas Propag., vol.62, no.1, pp.183-198, Jan. 2014. 10.1109\/TAP.2013.2287296","DOI":"10.1109\/TAP.2013.2287296"},{"key":"20","doi-asserted-by":"publisher","unstructured":"[20] C. Shi, F. Wang, M. Sellathurai, J. Zhou, and S. Salous, \u201cLow probability of intercept-based optimal power allocation scheme for an integrated multistatic radar and communication system,\u201d IEEE Syst. J., vol.14, no.1, pp.983-994, March 2020. 10.1109\/jsyst.2019.2931754","DOI":"10.1109\/JSYST.2019.2931754"},{"key":"21","doi-asserted-by":"crossref","unstructured":"[21] A. Ahmed, Y.D. Zhang, and B. Himed, \u201cDistributed dual-function radar-communication MIMO system with optimized resource allocation,\u201d 2019 IEEE Radar Conference (RadarConf), pp.1-5, April 2019. 10.1109\/radar.2019.8835674","DOI":"10.1109\/RADAR.2019.8835674"},{"key":"22","doi-asserted-by":"publisher","unstructured":"[22] C. Shi, Y. Wang, F. Wang, S. Salous, and J. Zhou, \u201cPower resource allocation scheme for distributed MIMO dual-function radar-communication system based on low probability of intercept,\u201d Digital Signal Processing, vol.106, p.102850, Nov. 2020. 10.1016\/j.dsp.2020.102850","DOI":"10.1016\/j.dsp.2020.102850"},{"key":"23","doi-asserted-by":"publisher","unstructured":"[23] Z. Xu and A. Petropulu, \u201cA bandwidth efficient dual-function radar communication system based on a MIMO radar using OFDM waveforms,\u201d IEEE Trans. Signal Process., vol.71, pp.401-416, 2023. 10.1109\/tsp.2023.3241779","DOI":"10.1109\/TSP.2023.3241779"},{"key":"24","doi-asserted-by":"publisher","unstructured":"[24] J. Johnston, L. Venturino, E. Grossi, M. Lops, and X. Wang, \u201cMIMO OFDM dual-function radar-communication under error rate and beampattern constraints,\u201d IEEE J. Sel. Areas Commun., vol.40, no.6, pp.1951-1964, June 2022. 10.1109\/jsac.2022.3156651","DOI":"10.1109\/JSAC.2022.3156651"},{"key":"25","doi-asserted-by":"crossref","unstructured":"[25] G. Zhang, C. Shen, F. Liu, Y. Lin, and Z. Zhong, \u201cBeampattern design for RIS-aided dual-functional radar and communication systems,\u201d GLOBECOM 2022-2022 IEEE Global Communications Conference, pp.3899-3904, Dec. 2022. 10.1109\/globecom48099.2022.10001092","DOI":"10.1109\/GLOBECOM48099.2022.10001092"},{"key":"26","doi-asserted-by":"crossref","unstructured":"[26] S. Yan, S. Cai, W. Xia, J. Zhang, and S. Xia, \u201cA reconfigurable intelligent surface aided dual-function radar and communication system,\u201d 2022 2nd IEEE International Symposium on Joint Communications & Sensing (JC&S), pp.1-6, March 2022. 10.1109\/jcs54387.2022.9743509","DOI":"10.1109\/JCS54387.2022.9743509"},{"key":"27","doi-asserted-by":"publisher","unstructured":"[27] W. Zhong, Z. Yu, Y. Wu, F. Zhou, Q. Wu, and N. Al-Dhahir, \u201cResource allocation for an IRS-assisted dual-functional radar and communication system: Energy efficiency maximization,\u201d IEEE Trans. Green Commun. Netw., vol.7, no.1, pp.469-482, March 2023. 10.1109\/tgcn.2022.3233839","DOI":"10.1109\/TGCN.2022.3233839"},{"key":"28","doi-asserted-by":"publisher","unstructured":"[28] G. Gradoni and M.D. Renzo, \u201cEnd-to-end mutual coupling aware communication model for reconfigurable intelligent surfaces: An electromagnetic-compliant approach based on mutual impedances,\u201d IEEE Wireless Commun. Lett., vol.10, no.5, pp.938-942, May 2021. 10.1109\/lwc.2021.3050826","DOI":"10.1109\/LWC.2021.3050826"},{"key":"29","doi-asserted-by":"crossref","unstructured":"[29] S.W. Ellingson, \u201cPath loss in reconfigurable intelligent surface-enabled channels,\u201d 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp.829-835, Sept. 2021. 10.1109\/pimrc50174.2021.9569465","DOI":"10.1109\/PIMRC50174.2021.9569465"},{"key":"30","doi-asserted-by":"publisher","unstructured":"[30] W. Tang, M.Z. Chen, X. Chen, J.Y. Dai, Y. Han, M.D. Renzo, Y. Zeng, S. Jin, Q. Cheng, and T.J. Cui, \u201cWireless communications with reconfigurable intelligent surface: Path loss modeling and experimental measurement,\u201d IEEE Trans. Wireless Commun., vol.20, no.1, pp.421-439, Jan. 2021. 10.1109\/twc.2020.3024887","DOI":"10.1109\/TWC.2020.3024887"},{"key":"31","doi-asserted-by":"publisher","unstructured":"[31] F.H. Danufane, M.D. Renzo, J. de Rosny, and S. Tretyakov, \u201cOn the path-loss of reconfigurable intelligent surfaces: An approach based on Green's theorem applied to vector fields,\u201d IEEE Trans. Commun., vol.69, no.8, pp.5573-5592, Aug. 2021. 10.1109\/tcomm.2021.3081452","DOI":"10.1109\/TCOMM.2021.3081452"},{"key":"32","doi-asserted-by":"publisher","unstructured":"[32] J.C.B. Garcia, A. Sibille, and M. Kamoun, \u201cReconfigurable intelligent surfaces: Bridging the gap between scattering and reflection,\u201d IEEE J. Sel. Areas Commun., vol.38, no.11, pp.2538-2547, Nov. 2020. 10.1109\/jsac.2020.3007037","DOI":"10.1109\/JSAC.2020.3007037"},{"key":"33","doi-asserted-by":"publisher","unstructured":"[33] J. Roberts and J. Bargallo, \u201cDpsk performance for indoor wireless Rician fading channels,\u201d IEEE Trans. Commun., vol.42, no.2\/3\/4, pp.592-596, Feb. 1994. 10.1109\/tcomm.1994.577086","DOI":"10.1109\/TCOMM.1994.577086"},{"key":"34","doi-asserted-by":"publisher","unstructured":"[34] F. Wang, G. Xu, and M. Wang, \u201cAn improved genetic algorithm for constrained optimization problems,\u201d IEEE Access, vol.11, pp.10032-10044, 2023. 10.1109\/access.2023.3240467","DOI":"10.1109\/ACCESS.2023.3240467"},{"key":"35","doi-asserted-by":"publisher","unstructured":"[35] A. Saleem, A. Basit, M.F. Munir, A. Waseem, W. Khan, A.N. Malik, S.A. AlQahtani, A. Daraz, and P. Pathak, \u201cAlternating direction method of multipliers-based constant modulus waveform design for dual-function radar-communication systems,\u201d Entropy, vol.25, no.7, p.1027, June 2023. 10.3390\/e25071027","DOI":"10.3390\/e25071027"}],"container-title":["IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transfun\/E107.A\/8\/E107.A_2023EAP1138\/_pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,3]],"date-time":"2024-08-03T03:29:28Z","timestamp":1722655768000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transfun\/E107.A\/8\/E107.A_2023EAP1138\/_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8,1]]},"references-count":35,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2024]]}},"URL":"https:\/\/doi.org\/10.1587\/transfun.2023eap1138","relation":{},"ISSN":["0916-8508","1745-1337"],"issn-type":[{"value":"0916-8508","type":"print"},{"value":"1745-1337","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8,1]]},"article-number":"2023EAP1138"}}