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2019 | OriginalPaper | Buchkapitel

10. Heterogeneous NOMA with Energy Cooperation

verfasst von : Bingyu Xu, Yue Chen, Yuanwei Liu

Erschienen in: Multiple Access Techniques for 5G Wireless Networks and Beyond

Verlag: Springer International Publishing

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Abstract

In this chapter, the problem of resource allocation in heterogeneous non-orthogonal multiple access (NOMA) with energy cooperation is discussed. In particular, the focus is on maximizing the energy efficiency and deriving its optimal user association and power control solution subject to users’ rate and energy constraints. The results confirm the proposed joint user association and power control scheme is capable of achieving higher energy efficiency compared with the conventional resource allocation schemes. This chapter is structured as follows. Section 10.1 presents a review of the related literature about NOMA heterogeneous networks and energy cooperation, respectively. Section 10.2 presents the system model and the formulation problem. After that, Sects. 10.3 and 10.4 describe the proposed resource allocation scheme and provide simulation results, respectively. Finally, Sect. 10.5 summarizes the chapter and presents the future works.

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Fußnoten
1
In real networks, the renewable energy generation rate is constant during a certain period, and the time scale of the UA and power control process is much shorter, typically less than several minutes [41, 42]. In addition, the amount of energy harvested by an MBS is usually larger than that at a PBS, since MBS can fit larger solar panel [42, 44].
 
Literatur
1.
Zurück zum Zitat D. Liu, L. Wang, Y. Chen, M. Elkashlan, K.K. Wong, R. Schober, L. Hanzo. User association in 5G networks: a survey and an outlook. IEEE Commun. Surv. Tutor. 18(2), 1018–1044 (2016) D. Liu, L. Wang, Y. Chen, M. Elkashlan, K.K. Wong, R. Schober, L. Hanzo. User association in 5G networks: a survey and an outlook. IEEE Commun. Surv. Tutor. 18(2), 1018–1044 (2016)
2.
Zurück zum Zitat Y. Liu, Z. Qin, M. Elkashlan, Z. Ding, A. Nallanathan, L. Hanzo, Non-orthogonal multiple access for 5g and beyond. Proc. IEEE 105(12), 2347–2381 (2017)CrossRef Y. Liu, Z. Qin, M. Elkashlan, Z. Ding, A. Nallanathan, L. Hanzo, Non-orthogonal multiple access for 5g and beyond. Proc. IEEE 105(12), 2347–2381 (2017)CrossRef
3.
Zurück zum Zitat 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)CrossRef 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)CrossRef
4.
Zurück zum Zitat Y. Xu, H. Sun, R. Q. Hu, Y. Qian, Cooperative non-orthogonal multiple access in heterogeneous networks, in Proceedings of IEEE GLOBECOM (San Diego, CA, USA, Dec 2015), pp. 1–6 Y. Xu, H. Sun, R. Q. Hu, Y. Qian, Cooperative non-orthogonal multiple access in heterogeneous networks, in Proceedings of IEEE GLOBECOM (San Diego, CA, USA, Dec 2015), pp. 1–6
5.
Zurück zum Zitat J. Zhao, Y. Liu, K.K. Chai, A. Nallanathan, Y. Chen, Z. Han, Resource allocation for non-orthogonal multiple access in heterogeneous networks. In Proceedings of IEEE ICC (Paris, France, May 2017), pp. 1–6 J. Zhao, Y. Liu, K.K. Chai, A. Nallanathan, Y. Chen, Z. Han, Resource allocation for non-orthogonal multiple access in heterogeneous networks. In Proceedings of IEEE ICC (Paris, France, May 2017), pp. 1–6
6.
Zurück zum Zitat J. Zhao, Y. Liu, K.K. Chai, A. Nallanathan, Y. Chen, Z. Han, Spectrum allocation and power control for non-orthogonal multiple access in hetnets. IEEE Trans. Wirel. Commun. 16(9), 5825–5837 (2017)CrossRef J. Zhao, Y. Liu, K.K. Chai, A. Nallanathan, Y. Chen, Z. Han, Spectrum allocation and power control for non-orthogonal multiple access in hetnets. IEEE Trans. Wirel. Commun. 16(9), 5825–5837 (2017)CrossRef
7.
Zurück zum Zitat Y. Liu, Z. Qin, M. Elkashlan, A. Nallanathan, J.A. McCann, Non-orthogonal multiple access in large-scale heterogeneous networks. IEEE J. Sel. Areas Commun. 35(12), 2667–2680 (2017)CrossRef Y. Liu, Z. Qin, M. Elkashlan, A. Nallanathan, J.A. McCann, Non-orthogonal multiple access in large-scale heterogeneous networks. IEEE J. Sel. Areas Commun. 35(12), 2667–2680 (2017)CrossRef
8.
Zurück zum Zitat Q.T. Vien, T.A. Le, B. Barn, C.V. Phan, Optimising energy efficiency of non-orthogonal multiple access for wireless backhaul in heterogeneous cloud radio access network. IET Commun. 10(18), 2516–2524 (2016)CrossRef Q.T. Vien, T.A. Le, B. Barn, C.V. Phan, Optimising energy efficiency of non-orthogonal multiple access for wireless backhaul in heterogeneous cloud radio access network. IET Commun. 10(18), 2516–2524 (2016)CrossRef
9.
Zurück zum Zitat 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) 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)
10.
Zurück zum Zitat D. Jiang, P. Zhang, Z. Lv, H. Song, Energy-efficient multi-constraint routing algorithm with load balancing for smart city applications. IEEE Internet Things J. 3(6), 1437–1447 (2016)CrossRef D. Jiang, P. Zhang, Z. Lv, H. Song, Energy-efficient multi-constraint routing algorithm with load balancing for smart city applications. IEEE Internet Things J. 3(6), 1437–1447 (2016)CrossRef
11.
Zurück zum Zitat T. Han, N. Ansari, Powering mobile networks with green energy. IEEE Wirel. Commun. 21(1), 90–96 (2014)CrossRef T. Han, N. Ansari, Powering mobile networks with green energy. IEEE Wirel. Commun. 21(1), 90–96 (2014)CrossRef
12.
Zurück zum Zitat O. Ozel, K. Tutuncuoglu, J. Yang, S. Ulukus, A. Yener, Transmission with energy harvesting nodes in fading wireless channels: optimal policies. IEEE J. Sel. Areas Commun. 29(8), 1732–1743 (2011)CrossRef O. Ozel, K. Tutuncuoglu, J. Yang, S. Ulukus, A. Yener, Transmission with energy harvesting nodes in fading wireless channels: optimal policies. IEEE J. Sel. Areas Commun. 29(8), 1732–1743 (2011)CrossRef
13.
Zurück zum Zitat Y. Guo, J. Xu, L. Duan, R. Zhang, Joint energy and spectrum cooperation for cellular communication systems. IEEE Trans. Commun. 62(10), 3678–3691 (2014)CrossRef Y. Guo, J. Xu, L. Duan, R. Zhang, Joint energy and spectrum cooperation for cellular communication systems. IEEE Trans. Commun. 62(10), 3678–3691 (2014)CrossRef
14.
Zurück zum Zitat B. Gurakan, O. Ozel, J. Yang, S. Ulukus, Energy cooperation in energy harvesting communications. IEEE Trans. Commun. 61(12), 4884–4898 (2013)CrossRef B. Gurakan, O. Ozel, J. Yang, S. Ulukus, Energy cooperation in energy harvesting communications. IEEE Trans. Commun. 61(12), 4884–4898 (2013)CrossRef
15.
Zurück zum Zitat B. Gurakan, O. Ozel, J. Yang, S. Ulukus, Two-way and multiple-access energy harvesting systems with energy cooperation, in Proceedings of IEEE ASILOMAR (Pacific Grove, CA, USA, Nov. 2012), pp. 58–62 B. Gurakan, O. Ozel, J. Yang, S. Ulukus, Two-way and multiple-access energy harvesting systems with energy cooperation, in Proceedings of IEEE ASILOMAR (Pacific Grove, CA, USA, Nov. 2012), pp. 58–62
16.
Zurück zum Zitat B. Gurakan, O. Ozel, J. Yang, S. Ulukus, Energy cooperation in energy harvesting two-way communications. in Proceedings of IEEE ICC (Budapest, Hungary, June 2013), pp. 3126–3130 B. Gurakan, O. Ozel, J. Yang, S. Ulukus, Energy cooperation in energy harvesting two-way communications. in Proceedings of IEEE ICC (Budapest, Hungary, June 2013), pp. 3126–3130
17.
Zurück zum Zitat K. Tutuncuoglu, A. Yener, Multiple access and two-way channels with energy harvesting and bi-directional energy cooperation. in Proceedings of IEEE ITA (San Diego, CA, USA, Feb 2013), pp. 1–8 K. Tutuncuoglu, A. Yener, Multiple access and two-way channels with energy harvesting and bi-directional energy cooperation. in Proceedings of IEEE ITA (San Diego, CA, USA, Feb 2013), pp. 1–8
18.
Zurück zum Zitat K. Tutuncuoglu, A. Yener, Cooperative energy harvesting communications with relaying and energy sharing. in Proceedings of IEEE ITW (Sevilla, Spain, Sept 2013), pp. 1–5 K. Tutuncuoglu, A. Yener, Cooperative energy harvesting communications with relaying and energy sharing. in Proceedings of IEEE ITW (Sevilla, Spain, Sept 2013), pp. 1–5
19.
Zurück zum Zitat D. Wang, P. Ren, Y. Wang, Q. Du, L. Sun, Energy cooperation for reciprocally-benefited spectrum access in cognitive radio networks, in Proceedings of IEEE GlobalSIP (Atlanta, GA, USA, Dec 2014), pp. 1320–1324 D. Wang, P. Ren, Y. Wang, Q. Du, L. Sun, Energy cooperation for reciprocally-benefited spectrum access in cognitive radio networks, in Proceedings of IEEE GlobalSIP (Atlanta, GA, USA, Dec 2014), pp. 1320–1324
20.
Zurück zum Zitat Y.K. Chia, S. Sun, R. Zhang, Energy cooperation in cellular networks with renewable powered base stations. IEEE Trans. Wirel. Commun. 13(12), 6996–7010 (2014)CrossRef Y.K. Chia, S. Sun, R. Zhang, Energy cooperation in cellular networks with renewable powered base stations. IEEE Trans. Wirel. Commun. 13(12), 6996–7010 (2014)CrossRef
21.
Zurück zum Zitat J. Xu, L. Duan, R. Zhang, Cost-aware green cellular networks with energy and communication cooperation. IEEE Commun. Mag. 53(5), 257–263 (2015)CrossRef J. Xu, L. Duan, R. Zhang, Cost-aware green cellular networks with energy and communication cooperation. IEEE Commun. Mag. 53(5), 257–263 (2015)CrossRef
22.
Zurück zum Zitat J. Xu, R. Zhang, Comp meets smart grid: a new communication and energy cooperation paradigm. IEEE Trans. Veh. Technol. 64(6), 2476–2488 (2015)MathSciNetCrossRef J. Xu, R. Zhang, Comp meets smart grid: a new communication and energy cooperation paradigm. IEEE Trans. Veh. Technol. 64(6), 2476–2488 (2015)MathSciNetCrossRef
23.
Zurück zum Zitat S. Lakshminarayana, T.Q.S. Quek, H.V. Poor, Cooperation and storage tradeoffs in power grids with renewable energy resources. IEEE J. Sel. Areas Commun. 32(7), 1386–1397 (2014)CrossRef S. Lakshminarayana, T.Q.S. Quek, H.V. Poor, Cooperation and storage tradeoffs in power grids with renewable energy resources. IEEE J. Sel. Areas Commun. 32(7), 1386–1397 (2014)CrossRef
24.
Zurück zum Zitat Y. Zhang, H.M. Wang, T.X. Zheng, Q. Yang, Energy-efficient transmission design in non-orthogonal multiple access. IEEE Trans. Veh. Technol. 66(3), 2852–2857 (2017)CrossRef Y. Zhang, H.M. Wang, T.X. Zheng, Q. Yang, Energy-efficient transmission design in non-orthogonal multiple access. IEEE Trans. Veh. Technol. 66(3), 2852–2857 (2017)CrossRef
25.
Zurück zum Zitat Z. Yang, Z. Ding, P. Fan, N. Al-Dhahir, A general power allocation scheme to guarantee quality of service in downlink and uplink NOMA systems. IEEE Trans. Wireless Commun. 15(11), 7244–7257 (2016)CrossRef Z. Yang, Z. Ding, P. Fan, N. Al-Dhahir, A general power allocation scheme to guarantee quality of service in downlink and uplink NOMA systems. IEEE Trans. Wireless Commun. 15(11), 7244–7257 (2016)CrossRef
26.
Zurück zum Zitat J. Cui, Z. Ding, P. Fan, A novel power allocation scheme under outage constraints in NOMA systems. IEEE Signal Process. Lett. 23(9), 1226–1230 (2016)CrossRef J. Cui, Z. Ding, P. Fan, A novel power allocation scheme under outage constraints in NOMA systems. IEEE Signal Process. Lett. 23(9), 1226–1230 (2016)CrossRef
27.
Zurück zum Zitat F. Fang, H. Zhang, J. Cheng, V.C.M. Leung, Energy-efficient resource allocation for downlink non-orthogonal multiple access network. IEEE Trans. Commun. 64(9), 3722–3732 (2016)CrossRef F. Fang, H. Zhang, J. Cheng, V.C.M. Leung, Energy-efficient resource allocation for downlink non-orthogonal multiple access network. IEEE Trans. Commun. 64(9), 3722–3732 (2016)CrossRef
28.
Zurück zum Zitat Z. Wei, D.W.K. Ng, J. Yuan, Power-efficient resource allocation for MC-NOMA with statistical channel state information, in Proceedings of IEEE GLOBECOM (Washington, DC, USA, Dec 2016), pp. 1–7 Z. Wei, D.W.K. Ng, J. Yuan, Power-efficient resource allocation for MC-NOMA with statistical channel state information, in Proceedings of IEEE GLOBECOM (Washington, DC, USA, Dec 2016), pp. 1–7
29.
Zurück zum Zitat Y. Sun, D.W.K. Ng, Z. Ding, R. Schober, Optimal joint power and subcarrier allocation for MC-NOMA systems, in Proceedings of IEEE GLOBECOM (Washington, DC, USA, Dec 2016), pp. 1–6 Y. Sun, D.W.K. Ng, Z. Ding, R. Schober, Optimal joint power and subcarrier allocation for MC-NOMA systems, in Proceedings of IEEE GLOBECOM (Washington, DC, USA, Dec 2016), pp. 1–6
30.
Zurück zum Zitat B. Xu, Y. Chen, J.R. Carrión, T. Zhang, Resource allocation in energy-cooperation enabled two-tier noma hetnets toward green 5g. IEEE J. Sel. Areas Commun. 35(12), 2758–2770 (2017)CrossRef B. Xu, Y. Chen, J.R. Carrión, T. Zhang, Resource allocation in energy-cooperation enabled two-tier noma hetnets toward green 5g. IEEE J. Sel. Areas Commun. 35(12), 2758–2770 (2017)CrossRef
31.
Zurück zum Zitat 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 VTC (Spring) (Dresden, Germany, June 2013) pp. 1–5, 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 VTC (Spring) (Dresden, Germany, June 2013) pp. 1–5,
32.
Zurück zum Zitat 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)CrossRef 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)CrossRef
33.
Zurück zum Zitat S. Boyd, A. Mutapcic. Subgradient Methods. Stanford University (2008) S. Boyd, A. Mutapcic. Subgradient Methods. Stanford University (2008)
34.
Zurück zum Zitat K. Yasuda, L. Hu, Y. Yin, A grouping genetic algorithm for the multi-objective cell formation problem. Int. J. Prod. Res. 43(4), 829–853 (2005)CrossRef K. Yasuda, L. Hu, Y. Yin, A grouping genetic algorithm for the multi-objective cell formation problem. Int. J. Prod. Res. 43(4), 829–853 (2005)CrossRef
35.
Zurück zum Zitat D.E. Goldberg, K. Deb, A Comparative Analysis of Selection Schemes Used in Genetic Algorithms (Morgan Kaufmann Publishers Inc., San Mateo, CA, 1991)CrossRef D.E. Goldberg, K. Deb, A Comparative Analysis of Selection Schemes Used in Genetic Algorithms (Morgan Kaufmann Publishers Inc., San Mateo, CA, 1991)CrossRef
36.
Zurück zum Zitat M. Grant, S. Boyd. Cvx: Matlab software for disciplined convex programming M. Grant, S. Boyd. Cvx: Matlab software for disciplined convex programming
37.
Zurück zum Zitat Z. Han, D. Niyato, W. Saad, T. Baar, A. Hjrungnes, Game Theory in Wireless and Communication Networks: Theory, Models, and Applications (Cambridge University, Press, 2012) Z. Han, D. Niyato, W. Saad, T. Baar, A. Hjrungnes, Game Theory in Wireless and Communication Networks: Theory, Models, and Applications (Cambridge University, Press, 2012)
38.
Zurück zum Zitat M. Kobayashi, G. Caire, An iterative water-filling algorithm for maximum weighted sum-rate of Gaussian MIMO-BC. IEEE J. Sel. Areas Commun. 24(8), 1640–1646 (2006)CrossRef M. Kobayashi, G. Caire, An iterative water-filling algorithm for maximum weighted sum-rate of Gaussian MIMO-BC. IEEE J. Sel. Areas Commun. 24(8), 1640–1646 (2006)CrossRef
39.
Zurück zum Zitat S. Zhang, N. Zhang, S. Zhou, J. Gong, Z. Niu, X.S. Shen, Energy-aware traffic offloading for green heterogeneous networks. IEEE J. Sel. Areas Commun. 34(5), 1116–1129 (2016)CrossRef S. Zhang, N. Zhang, S. Zhou, J. Gong, Z. Niu, X.S. Shen, Energy-aware traffic offloading for green heterogeneous networks. IEEE J. Sel. Areas Commun. 34(5), 1116–1129 (2016)CrossRef
40.
Zurück zum Zitat M. Zheng, P. Pawelczak, S. Stanczak, H. Yu, Planning of cellular networks enhanced by energy harvesting. IEEE Commun. Lett. 17(6), 1092–1095 (2013)CrossRef M. Zheng, P. Pawelczak, S. Stanczak, H. Yu, Planning of cellular networks enhanced by energy harvesting. IEEE Commun. Lett. 17(6), 1092–1095 (2013)CrossRef
41.
Zurück zum Zitat K. Son, H. Kim, Y. Yi, B. Krishnamachari, Base station operation and user association mechanisms for energy-delay tradeoffs in green cellular networks. IEEE J. Sel. Areas Commun. 29(8), 1525–1536 (2011)CrossRef K. Son, H. Kim, Y. Yi, B. Krishnamachari, Base station operation and user association mechanisms for energy-delay tradeoffs in green cellular networks. IEEE J. Sel. Areas Commun. 29(8), 1525–1536 (2011)CrossRef
42.
Zurück zum Zitat D. Liu, Y. Chen, K.K. Chai, T. Zhang, M. Elkashlan, Two-dimensional optimization on user association and green energy allocation for HetNets with hybrid energy sources. IEEE Trans. Commun. 63(11), 4111–4124 (2015)CrossRef D. Liu, Y. Chen, K.K. Chai, T. Zhang, M. Elkashlan, Two-dimensional optimization on user association and green energy allocation for HetNets with hybrid energy sources. IEEE Trans. Commun. 63(11), 4111–4124 (2015)CrossRef
43.
Zurück zum Zitat A. Ghosh, N. Mangalvedhe, R. Ratasuk, B. Mondal, M. Cudak, E. Visotsky, T.A. Thomas, J.G. Andrews, P. Xia, H.S. Jo, H.S. Dhillon, T.D. Novlan, Heterogeneous cellular networks: from theory to practice. IEEE Commun. Mag. 50(6), 54–64 (2012)CrossRef A. Ghosh, N. Mangalvedhe, R. Ratasuk, B. Mondal, M. Cudak, E. Visotsky, T.A. Thomas, J.G. Andrews, P. Xia, H.S. Jo, H.S. Dhillon, T.D. Novlan, Heterogeneous cellular networks: from theory to practice. IEEE Commun. Mag. 50(6), 54–64 (2012)CrossRef
44.
Zurück zum Zitat T. Han, N. Ansari, Green-energy aware and latency aware user associations in heterogeneous cellular networks, in Proceedings of IEEE GLOBECOM (Atlanta, GA, USA, Dec. 2013), pp. 4946–4951 T. Han, N. Ansari, Green-energy aware and latency aware user associations in heterogeneous cellular networks, in Proceedings of IEEE GLOBECOM (Atlanta, GA, USA, Dec. 2013), pp. 4946–4951
45.
Zurück zum Zitat D. Tse, P. Viswanath, Fundamentals of Wireless Communication (Cambridge University Press, Cambridge, U.K., 2005)CrossRef D. Tse, P. Viswanath, Fundamentals of Wireless Communication (Cambridge University Press, Cambridge, U.K., 2005)CrossRef
46.
Zurück zum Zitat D.W.K. Ng, E.S. Lo, R. Schober, Energy-efficient resource allocation in ofdma systems with large numbers of base station antennas. IEEE Trans. Wirel. Commun. 11(9), 3292–3304 (2012)CrossRef D.W.K. Ng, E.S. Lo, R. Schober, Energy-efficient resource allocation in ofdma systems with large numbers of base station antennas. IEEE Trans. Wirel. Commun. 11(9), 3292–3304 (2012)CrossRef
47.
Zurück zum Zitat Z. Yang, Z. Ding, P. Fan, G.K. Karagiannidis, On the performance of non-orthogonal multiple access systems with partial channel information. IEEE Trans. Commun. 64(2), 654–667 (2016)CrossRef Z. Yang, Z. Ding, P. Fan, G.K. Karagiannidis, On the performance of non-orthogonal multiple access systems with partial channel information. IEEE Trans. Commun. 64(2), 654–667 (2016)CrossRef
48.
Zurück zum Zitat 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)CrossRef 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)CrossRef
Metadaten
Titel
Heterogeneous NOMA with Energy Cooperation
verfasst von
Bingyu Xu
Yue Chen
Yuanwei Liu
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-319-92090-0_10