Abstract
We study the joint uplink and downlink (JUAD) resource allocation problem in D2D networks, where D2D sender communicates with D2D recipient by reusing the channel of cellular users (CUs). In order to maximize the throughput of D2D networks, we model the JUAD problem as a mixed integer nonlinear programming problem (MINLP). Since the problem is NP hard, to solve it better, we divide it into two sub-problems by analyzing the structure of the primal problem, including channel assignment and power allocation. Then, we turn the sub-problem of power allocation into convex problem by the Lagrangian dual theory for getting the optimal power value of CUs and D2D pair. Next, an improved Hopcroft-Karp algorithm is proposed to solve the sub-problem of channel allocation, which has lower complexity compared with the traditional channel allocation approaches. Finally, extensive simulations show that our proposed approach achieves a near optimal solution.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Torre, R., Fitzek, F.H.P.: A study on data dissemination techniques in heterogeneous cellular networks. In: Sucasas, V., Mantas, G., Althunibat, S. (eds.) BROADNETS 2018. LNICST, vol. 263, pp. 169–179. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-05195-2_17
Wu, D., Wang, J., Hu, R.Q., Cai, Y., Zhou, L.: Energy-efficient resource sharing for mobile device-to-device multimedia communications. IEEE Trans. Veh. Technol. 63(5), 2093–2103 (2014)
Han, M.-H., Kim, B.-G., Lee, J.-W.: Subchannel and transmission mode scheduling for D2D communication in OFDMA networks. In: 2012 IEEE Vehicular Technology Conference (VTC Fall), pp. 1–5. IEEE (2012)
Sikora, M., Laneman, J.N., Haenggi, M., Costello Jr., D.J., Fuja, T.E.: On the optimum number of hops in linear wireless networks. In: Proceedings of IEEE Information Theory Workshop, pp. 165–169 (2004)
Akyildiz, I.F., Lee, W.Y., Vuran, M.C., Mohanty, S.: Next generation/dynamic spectrum access/cognitive radio wireless networks: a survey. Comput. Netw. 50, 2127–2159 (2006)
Menon, R., Buehrer, R.M., Reed, J.H.: Outage probability based comparison of underlay and overlay spectrum sharing techniques. In: Proceedings of IEEE DySPAN, vol. 5, pp. 101–109 (2005)
Peha, J.M.: Approaches to spectrum sharing. IEEE Commun. Mag. 43(2), 10–12 (2005)
Janis, P., Koivunen, V., Ribeiro, C., Korhonen, J., Doppler, K., Hugl, K.: Interference-aware resource allocation for device-to-device radio underlaying cellular networks. In: VTC Spring 2009-IEEE 69th Vehicular Technology Conference, pp. 1–5. IEEE (2009)
Ma, C., Liu, J., Tian, X., Hui, Y., Cui, Y., Wang, X.: Interference exploitation in D2D-enabled cellular networks: a secrecy perspective. IEEE Trans. Commun. 63(1), 229–242 (2015)
Xiao, S., et al.: Joint uplink and downlink resource allocation in full-duplex OFDMA networks. In: 2016 IEEE International Conference on Communications (ICC), pp. 1–6. IEEE (2016)
Zhao, P., Yu, P., Feng, L., Li, W., Qiu, X.: Gain-aware joint uplink-downlink resource allocation for device-to-device communications. In: 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), pp. 1–5. IEEE (2017)
Song, X., Han, X., Ni, Y., Dong, L., Qin, L.: Joint uplink and downlink resource allocation for D2D communications system. Future Internet 11(1), 12 (2019)
Kai, C., Xu, L., Zhang, J., Peng, M.: Joint uplink and downlink resource allocation for D2D communication underlying cellular networks. In: 2018 10th International Conference on Wireless Communications and Signal Processing (WCSP), pp. 1–6. IEEE (2018)
Malandrino, F., Limani, Z., Casetti, C., Chiasserini, C.-F.: Interference-aware downlink and uplink resource allocation in hetnets with D2D support. IEEE Trans. Wirel. Commun. 14(5), 2729–2741 (2015)
Sasao, T., Matsuura, M.: A method to decompose multiple-output logic functions. In: Proceedings of the 41st Annual Design Automation Conference, pp. 428–433. ACM (2004)
Kiwiel, K.C.: An aggregate subgradient method for nonsmooth convex minimization. Math. Program. 27(3), 320–341 (1983)
Gabow, H.N.: Scaling algorithms for network problems. In: 24th Annual Symposium on Foundations of Computer Science (SFCS 1983), pp. 248–258. IEEE (1983)
Acknowledgment
This work is supported by the Natural Science Foundation of China (No. 61872104), the Natural Science Foundation of Heilongjiang Province in China (No. F2016009), the Fundamental Research Fund for the Central Universities in China (No. HEUCF180602) and the Tianjin Key Laboratory of Advanced Networking (TANK), College of Intelligence and Computing, Tianjin University, Tianjin China, 300350.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
He, D., Feng, G., Li, B., Lv, H., Wang, H., Li, Q. (2019). Joint Uplink and Downlink Optimization for Resource Allocation Under D2D Communication Networks. In: Guo, S., Liu, K., Chen, C., Huang, H. (eds) Wireless Sensor Networks. CWSN 2019. Communications in Computer and Information Science, vol 1101. Springer, Singapore. https://doi.org/10.1007/978-981-15-1785-3_3
Download citation
DOI: https://doi.org/10.1007/978-981-15-1785-3_3
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-1784-6
Online ISBN: 978-981-15-1785-3
eBook Packages: Computer ScienceComputer Science (R0)
