Abstract
This chapter presents a summary about massive access for the cellular IoT in 5G and beyond. In particular, we discuss the theories and techniques of massive access and their applications in the cellular IoT according to the characteristics of available CSI at the BS in different scenarios. Firstly, a massive access scheme for a fixed cellular IoT where full CSI is available at the BS is designed. Especially, spatial beam and transmit power are jointly optimized according to instantaneous CSI from the perspectives of maximizing the weighted sum rate and minimizing the total power consumption, respectively. Then, a low-mobility cellular IoT operated in FDD mode that partial CSI is obtained through a quantization codebook is studied, and the corresponding massive access scheme is provided by optimizing the feedback resource. Furthermore, a TDD mode-based cellular IoT is considered, and a fully non-orthogonal massive access scheme is proposed. To exploit the benefits of fully non-orthogonal massive access, the transmit power at both the BS and IoT devices is optimized. Finally, to satisfy the requirement of high mobility, a non-orthogonal beamspace massive access scheme is given, which can achieve a better spectral efficiency over fast-varying fading channels. Moreover, we analyze the challenging issues in the existing massive access schemes, and point out the future research directions for further improving the overall performance of the cellular IoT.
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References
M.R. Palattella, M. Dohler, A. Grieco, G. Rizzo, J. Torsner, T. Engel, L. Ladid, Internet of things in the 5G era: enablers, architecture, and business models. IEEE J. Sel. Areas Commun. 34(3), 510–527 (2016)
M. Agiwal, A. Roy, N. Saxena, Next generation 5G wireless networks: a comprehensive survey. IEEE Commun. Survs. Tuts 18(3), 1617–1655 (2016)
G. Durisi, T. Koch, P. Popovski, Toward massive, ultrareliable, and low-latency wireless communication with short packet. Proc. IEEE 104(9), 1711–1726 (2016)
C. Bockelmann, N. Pratas, H. Nikopour, K. Au, T. Svensson, C. Stefanovic, P. Popovski, A. Dekorsy, Massive machine-type communications in 5G: physical and MAC-lay solutions. IEEE Commun. Mag. 54(9), 59–65 (2016)
J.G. Andrews, S. Buzzi, W. Choi, S.V. Hanly, A. Lozano, A.C.K. Soong, J.C. Zhang, What will 5G be? IEEE J. Sel. Areas Commun. 32(6), 1065–1082 (2014)
C.-X. Wang, F. Haider, X. Gao, X.-H. You, Y. Yang, D. Yuan, H.M. Aggoune, H. Haas, S. Fletcher, E. Hepsaydir, Cellular architecture and key technologies for 5G wireless communication networks. IEEE Commun. Mag. 52(2), 122–130 (2014)
V.W.S. Wong, R. Schober, D.W.K. Ng, L.-C. Wang, Key Technologies for 5G Wireless Systems (Cambridge University Press, Cambridge, 2017)
T.S. Rappaport, S. Sun, R. Mayzus, H. Zhao, Y. Azar, K. Wang, G.N. Wong, J.K. Schulz, M. Samimi, F. Gutierrez, Millimeter wave mobile communications for 5G cellular: it will work! IEEE Access 1, 335–349 (2013)
W. Roh, J.-Y. Seol, J. Park, B. Lee, J. Lee, Y. Kim, J. Cho, K. Cheun, F. Aryanfar, Millimeter-wave beamforming as an enabling technology for 5G cellular communications: theoretical feasibility and prototype results. IEEE Commun. Mag. 52(2), 106–113 (2014)
S.-Y. Lien, S.-L. Shieh, Y. Huang, B. Su, Y.-L. Hsu, H.-Y. Wei, 5G new radio: waveform, frame structure, multiple access, and initial access. IEEE Commun. Mag. 55(6), 64–71 (2017)
B. Farhang-Boroujeny, H. Moradi, OFDM inspired waveforms for 5G. IEEE Commun. Survs. Tuts. 18(4), 2474–2492 (2016)
P. Kamalinejad, C. Mahapatra, Z. Sheng, S. Mirabbasi, V.C.M. Leung, Y.L. Guan, Wireless energy harvesting for the Internet of things. IEEE Commun. Mag. 53(6), 102–108 (2015)
X. Chen, Z. Zhang, H.-H. Chen, H. Zhang, Enhancing wireless information and power transfer by exploiting multi-antenna techniques. IEEE Commun. Mag. 53(4), 133–141 (2015)
D. Mishra, G.C. Alexandropoulos, S. De, Energy sustainable IoT with individual QoS constraints through MISO SWIPT multicasting. IEEE Internet Things J. 5(4), 2856–2867 (2018)
C. Zhong, X. Chen, Z. Zhang, G. Karagiannidis, Wireless powered communications: performance analysis and optimization. IEEE Trans. Commun. 63(12), 5178–5190 (2015)
X. Chen, C. Yuen, Z. Zhang, Wireless energy and information transfer tradeoff for limited feedback multi-antenna systems with energy beamforming. IEEE Trans. Veh. Technol. 63(1), 407–412 (2014)
X. Chen, X. Wang, X. Chen, Energy-efficient optimization for wireless information and power transfer in large-scale MIMO systems employing energy beamforming. IEEE Wirel. Commun. Lett. 2(6), 667–670 (2013)
J. Granjal, E. Monteiro, J.S. Silva, Security for the internet of things: a survey of existing protocols and open research issues. IEEE Commun. Survs. Tuts. 17(3), 1294–1312 (2015)
S.L. Keoh, S.S. Kumar, H. Tschofenig, Securing the Internet of things: a standardization perspective. IEEE Internet Things J. 1(3), 265–275 (2014)
X. Chen, H.-H. Chen, Physical layer security in multi-cell MISO downlink with incomplete CSI-A unified secrecy performance analysis. IEEE Trans. Signal Process. 62(23), 6286–6297 (2014)
Y. Wu, A. Khisti, C. Xiao, G. Caire, K.-K. Wong, X. Gao, A survey of physical layer security techniques for 5G wireless networks and challenges ahead. IEEE J. Sel. Areas Commun. 36(4), 679–695 (2018)
X. Chen, L. Lei, H. Zhang, C. Yuen, Large-scale MIMO relaying techniques for physical layer security: AF or DF? IEEE Trans. Wirel. Commun. 14(9), 5135–5146 (2015)
X. Chen, D.W.K. Ng, W. Gerstacker, H.-H. Chen, A survey on multiple-antenna techniques for physical layer security. IEEE Commun. Survs. Tuts. 19(2), 1027–1053 (2017)
L. Liu, W. Yu, Massive connectivity with massive MIMO-part I: device activity detection and channel estimation. IEEE Trans. Signal Process. 66(11), 2933–2946 (2018)
Z. Chen, F. Sohrabi, W. Yu, Sparse activity detection for massive connectivity. IEEE Trans. Signal Process. 66(7), 1890–1904 (2018)
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Chen, X. (2019). Summary. In: Massive Access for Cellular Internet of Things Theory and Technique. SpringerBriefs in Electrical and Computer Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-13-6597-3_6
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DOI: https://doi.org/10.1007/978-981-13-6597-3_6
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