Abstract
In this chapter, we investigate the downlink transmission of a non-orthogonal multiple access (NOMA)-based integrated terrestrial-satellite network, in which the NOMA-based terrestrial networks and the satellite cooperatively provide coverage for ground users while reusing the entire bandwidth. A channel quality-based scheme is proposed to select users for the satellite, and we then formulate the terrestrial user pairing as a max–min problem to maximize the minimum channel correlation between users in one NOMA group. We first investigate the capacity performance of the terrestrial networks and the satellite networks separately. Then, a joint iteration algorithm is proposed to maximize the total system capacity, where we introduce the interference temperature limit for the satellite since the satellite can cause interference to all BS users. Finally, numerical results are provided to evaluate the user paring scheme as well as the total system performance.
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References
Y. Saito, Y. Kishiyama, A. Benjebbour, T. Nakamura, A. Li, K. Higuchi, Non-orthogonal multiple access (NOMA) for cellular future radio access, in Proceedings of IEEE Vehicular Technology Conference (VTC Spring) (2013), pp. 1–5
L. Dai, B. Wang, Y. Yuan, S. Han, C.I, Z. Wang, Non-orthogonal multiple access for 5G: solutions, challenges, opportunities, and future research trends. IEEE Commun. Mag. 53(9), 74–81 (2015)
3rd Generation Partnership Project (3GPP), Study on downlink multiuser superposition transmission for LTE (2016)
W. Shin, M. Vaezi, B. Lee, D.J. Love, J. Lee, H.V. Poor, Non-orthogonal multiple access in multi-cell networks: theory, performance, and practical challenges. IEEE Commun. Mag. 55(10), 176–183 (2017)
Y. Saito, A. Benjebbour, Y. Kishiyama, T. Nakamura, System level performance evaluation of downlink non-orthogonal multiple access (NOMA), in Proceedings of IEEE 24th PIMRC (2013), pp. 611–615
Z. Ding, Z. Yang, P. Fan, H.V. Poor, On the performance of non-orthogonal multiple access in 5G systems with randomly deployed users. IEEE Sig. Process. Lett. 21(12), 1501–1505 (2014)
S. Timotheou, I. Krikidis, Fairness for non-orthogonal multiple access in 5G systems. IEEE Sig. Process. Lett. 22(10), 1647–1651 (2015)
J. Choi, Non-orthogonal multiple access in downlink coordinated two-point systems. IEEE Commun. Lett. 18(2), 313–316 (2014)
T. Cover, Broadcast channels. IEEE Trans. Inf. Theory 18(1), 2–14 (1972)
P.W. Wolniansky, G.J. Foschini, G.D. Golden, R. Valenzuela, V-BLAST: an architecture for realizing very high data rates over the rich-scattering wireless channel, in Proceedings of URSI International Symposium on Signals, Systems, and Electronics (1998), pp. 295–300
Z. Ding, H.V. Poor, Cooperative non-orthogonal multiple access in 5G systems. IEEE Commun. Lett. 19(8), 1462–1465 (2015)
Y. Liu, Z. Ding, M. Elkashlan, H.V. Poor, Cooperative Non-orthogonal multiple access with simultaneous wireless information and power transfer. IEEE J. Sel. Areas Commun. 34(4), 938–953 (2016)
Z. Ding, P. Fan, H.V. Poor, Impact of user pairing on 5G nonorthogonal multiple-access downlink transmissions. IEEE Trans. Veh. Technol. 65(8), 6010–6023 (2016)
B. Kim et al., Non-orthogonal multiple access in a downlink multiuser beamforming system, in Proceedings of IEEE MILCOM (2013), pp. 1278–1283
K. Higuchi, Y. Kishiyama, Non-orthogonal access with random beamforming and intra-beam SIC for cellular MIMO downlink, in Proceedings of IEEE Vehicular Technology Conference (VTC Fall) (2013), pp. 1–C5
J. Choi, Minimum power multicast beamforming with superposition coding for multiresolution broadcast and application to NOMA systems. IEEE Trans. Commun. 63(3), 791–800 (2015)
M.F. Hanif, Z. Ding, T. Ratnarajah, G.K. Karagiannidis, A minorization-maximization method for optimizing sum rate in the downlink of non-orthogonal multiple access systems. IEEE Trans. Signal Process. 64(1), 76–88 (2016)
Q. Sun, S. Han, C. I, and Z. Pan, On the ergodic capacity of MIMO NOMA systems, IEEE Wirel. Commun. Lett. 4(4), 405–408 (2015)
Z. Ding, R. Schober, H.V. Poor, A general MIMO framework for NOMA downlink and uplink transmission based on signal alignment. IEEE Trans. Wirel. Commun. 15(6), 4438–4454 (2016)
Z. Ding, F. Adachi, H.V. Poor, The application of MIMO to non-orthogonal multiple access. IEEE Trans. Wirel. Commun. 15(1), 537–552 (2016)
3rd Generation Partnership Project (3GPP), Study on Architecture for Next Generation System (2016)
E. Lagunas, S.K. Sharma, S. Maleki, S. Chatzinotas, B. Ottersten, Resource allocation for cognitive satellite communications with incumbent terrestrial networks. IEEE Trans. Cognit. Commun. Netw. 1(3), 305–317 (2015)
C. Jiang, Y. Chen, K.J.R. Liu, Y. Ren, Renewal-theoretical dynamic spectrum access in cognitive radio network with unknown primary behavior. IEEE J. Sel. Areas Commun. 31(3), 406–416 (2013)
C. Jiang, H. Zhang, Y. Ren, H. Chen, Energy-efficient non-cooperative cognitive radio networks: micro, meso and macro views. IEEE Commun. Mag. 52(7), 14–20 (2014)
H. Yizhou, C. Gaofeng, L. Pengxu, C. Ruijun, W. Weidong, Timing advanced estimation algorithm of low complexity based on DFT spectrum analysis for satellite system. China Commun. 12(4), 140–150 (2015)
A.H. Khan, M.A. Imran, B.G. Evans, Semi-adaptive beamforming for OFDM based hybrid terrestrial-satellite mobile system. IEEE Trans. Wirel. Commun. 11(10), 3424–3433 (2012)
K. An, M. Lin, J. Ouyang, Y. Huang, G. Zheng, Symbol error analysis of hybrid satellite-terrestrial cooperative networks with cochannel interference. IEEE Commun. Lett. 18(11), 1947–1950 (2014)
K. An, M. Lin, T. Liang, J. Wang, J. Wang, Y. Huang, A.L. Swindlehurst, Performance analysis of multi-antenna hybrid satellite-terrestrial relay networks in the presence of interference. IEEE Trans. Commun. 63(11), 4390–4404 (2015)
D.T. Ngo, S. Khakurel, T. Le-Ngoc, Joint subchannel assignment and power allocation for OFDMA femtocell networks. IEEE Trans. Wirel. Commun. 13(1), 342–355 (2014)
Z. Yu, K. Wang, H. Ji, X. Li, H. Zhang, Dynamic resource allocation in TDD-based heterogeneous cloud radio access networks. China Commun. 13(6), 1–11 (2016)
C. Berge, Two theorems in graph theory. Proc. Nat. Acad. Sci. 43(9), 842–844 (1957)
Z. Galil, Efficient algorithms for finding maximum matching in graphs. ACM Comput. Surv. 18(1), 23–38 (1986)
B.R. Marks, G.P. Wright, A general inner approximation algorithm for nonconvex mathematical programs. Oper. Res. 26(4), 681–683 (1978)
J. Papandriopoulos, J.S. Evans, SCALE: a low-complexity distributed protocol for spectrum balancing in multiuser DSL networks. IEEE Trans. Inf. Theory 55(8), 3711–3724 (2009)
S. Boyd, L. Vandenberghe, Convex Optimization (Cambridge University Press, 2004)
T.K.Y. Lo, Maximum ratio transmission. IEEE Trans. Commun. 47(10), 1458–1461 (1999)
X. Zhu, C. Jiang, W. Feng, L. Kuang, Z. Han, J. Lu, Resource allocation in spectrum-sharing cloud based integrated terrestrial-satellite network, in Proceedings of IEEE IWCMC (Valencia, 2017), pp. 334–339
J. Du, C. Jiang, Q. Guo, M. Guizani, Y. Ren, Cooperative earth observation through complex space information networks. IEEE Trans. Wireless Commun. 23(2), 136–144 (2016)
J. Du, C. Jiang, Y. Qian, Z. Han, Y. Ren, Resource allocation with video traffic prediction in cloud-based space systems. IEEE Trans. Multimed. 18(5), 820–830 (2016)
D. Christopoulos, S. Chatzinotas, B. Ottersten, Multicast multigroup precoding and user scheduling for frame-based satellite communications. IEEE Trans. Wirel. Commun. 14(9), 4695–4707 (2015)
3rd Generation Partnership Project (3GPP), Further advancements for E-UTRA physical layer aspects (2016)
E. Lutz, D. Cygan, M. Dippold, F. Dolainsky, W. Papke, The land mobile satellite communication channel-recording, statistics, and channel model. IEEE Trans. Veh. Technol. 40(2), 375–386 (1991)
Acknowledgements
This work was supported by the National Nature Science Foundation of China (Grant Nos. 91438206, 91638205, 91538203, and 61621091) and Young Elite Scientist Sponsorship Program by CAST.
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Zhu, X., Jiang, C., Kuang, L., Ge, N., Lu, J. (2019). NOMA-Based Integrated Terrestrial-Satellite Networks. In: Vaezi, M., Ding, Z., Poor, H. (eds) Multiple Access Techniques for 5G Wireless Networks and Beyond. Springer, Cham. https://doi.org/10.1007/978-3-319-92090-0_20
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DOI: https://doi.org/10.1007/978-3-319-92090-0_20
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