Browse > Article
http://dx.doi.org/10.3837/tiis.2020.12.018

Resource Allocation for D2D Communication in Cellular Networks Based on Stochastic Geometry and Graph-coloring Theory  

Xu, Fangmin (Institute of Communications Engineering, Hangzhou Dianzi University)
Zou, Pengkai (Institute of Communications Engineering, Hangzhou Dianzi University)
Wang, Haiquan (Institute of Communications Engineering, Hangzhou Dianzi University)
Cao, Haiyan (Institute of Communications Engineering, Hangzhou Dianzi University)
Fang, Xin (Institute of Communications Engineering, Hangzhou Dianzi University)
Hu, Zhirui (Institute of Communications Engineering, Hangzhou Dianzi University)
Publication Information
KSII Transactions on Internet and Information Systems (TIIS) / v.14, no.12, 2020 , pp. 4946-4960 More about this Journal
Abstract
In a device-to-device (D2D) underlaid cellular network, there exist two types of co-channel interference. One type is inter-layer interference caused by spectrum reuse between D2D transmitters and cellular users (CUEs). Another type is intra-layer interference caused by spectrum sharing among D2D pairs. To mitigate the inter-layer interference, we first derive the interference limited area (ILA) to protect the coverage probability of cellular users by modeling D2D users' location as a Poisson point process, where a D2D transmitter is allowed to reuse the spectrum of the CUE only if the D2D transmitter is outside the ILA of the CUE. To coordinate the intra-layer interference, the spectrum sharing criterion of D2D pairs is derived based on the (signal-to-interference ratio) SIR requirement of D2D communication. Based on this criterion, D2D pairs are allowed to share the spectrum when one D2D pair is far from another sufficiently. Furthermore, to maximize the energy efficiency of the system, a resource allocation scheme is proposed according to weighted graph coloring theory and the proposed ILA restriction. Simulation results show that our proposed scheme provides significant performance gains over the conventional scheme and the random allocation scheme.
Keywords
Device-to-Device (D2D); Spectrum Reuse; Interference; Stochastic Geometry; Weighted Graph-Coloring;
Citations & Related Records
연도 인용수 순위
  • Reference
1 S. Xu, H. Zhang, J. Tian, S. Guo, and Z. Zhou, "Distributed energy-efficient resource allocation and power control for device-to-device communications underlaying cellular networks," International Symposium on Wireless Personal Multimedia Communications, 2017.
2 H. Min, J. Lee, S. Park, and D. Hong, "Capacity enhancement using an interference limited area for device-to-device uplink underlaying cellular networks," IEEE Transactions on Wireless Communications, vol. 10, no. 12, pp. 3995-4000, Dec. 2011.   DOI
3 H. Wang and X. Chu, "Distance-constrained resource-sharing criteria for device-to-device communications underlaying cellular networks," Electronics Letters, vol. 48, no. 9, pp. 528-530, Apr. 2012.   DOI
4 F. Xu and P. Pan, "Dynamic frequency reuse based on guard regions in two-layer heterogeneous networks," Electronics Letters, vol. 51, no. 12, pp. 947-949, 2015.   DOI
5 X. Zhu, L. Dai, and Z. Wang, "Graph coloring based pilot allocation to mitigate pilot contamination for multi-cell massive MIMO systems," IEEE Communications Letters, vol. 19, no. 10, pp. 1842-1845, Oct. 2015.   DOI
6 J. Huang, C. Xing, and M. Guizani, "Power Allocation for D2D Communications with SWIPT," IEEE Transactions on Wireless Communications, vol. 19, no. 4, pp. 2308-2320, Apr. 2020.   DOI
7 J. Huang, C. Huang, C. Xing, Z. Chang, Y. Zhao, and Q. Zhao, "An Energy-Efficient Communication Scheme for Collaborative Mobile Clouds in Content Sharing: Design and Optimization," IEEE Transactions on Industrial Informatics, vol. 15, no. 10, pp. 5700-5707, Oct. 2019.   DOI
8 R. I. Ansari, C. Chrysostomou, S. A. Hassan, M. Guizani S. Mumtaz, J. Rodriguez, and J. Rodrigues, "5G D2D Networks: techniques, challenges, and future prospects," IEEE Systems Journal, vol. 12, no. 4, pp. 3970-3984, 2018.   DOI
9 J. Huang, C. Xing, Y. Qian, and Z. Haas, "Resource Allocation for Multi-cell Device-to-Device Communications Underlaying 5G Networks: A Game-Theoretic Mechanism with Incomplete Information," IEEE Transactions on Vehicular Technology, vol. 67, no. 3, pp. 2557-2570, Oct. 2018.   DOI
10 J. Huang, Y. Yin, Y. Zhao, Q. Duan, W. Wang, and S. Yu, "A Game-Theoretic Resource Allocation Approach for Intercell Device-to-Device Communications in Cellular Networks," IEEE Transactions on Emerging Topics in Computing, vol. 4, no. 4, pp.475-486, 2016.   DOI
11 L. Wei, R. Q. Hu, Y. Qian, and G. Wu, "Enable device-to-device communications underlaying cellular networks: challenges and research aspects," IEEE Communications Magazine, vol. 52, no. 6, pp. 90-96, 2014.   DOI
12 P. Janis, C. Yu, K. Doppler, C. Ribeiro, C. Wijting, K. Hugl, O. Tirkkonen, and V. Koivunen, "Device-to-device communication underlaying cellular communications systems," International Journal of Communications, Network & System Sciences, vol. 2, no. 3, pp. 169-178, 2009.   DOI
13 H. A. Mustafa, M. Z. Shakir, M. A. Imran, A. Imran, and R. Tafazolli, "Coverage gain and deviceto-device user density: stochastic geometry modeling and analysis," IEEE Communications Letters, vol. 19, no. 10, pp. 1742-1745, 2015.   DOI
14 X. Ge, B. Yang, J. Ye, G. Mao, C. X. Wang, and T. Han, "Spatial spectrum and energy efficiency of random cellular networks," IEEE Transactions on Communications, vol. 63, no. 3, pp. 1019-1030, 2015.   DOI
15 A. Asadi, Q. Wang, and V. Mancuso, "A survey on device-to-device communication in cellular networks," IEEE Communication Surveys & Tutorials, vol. 16, no. 4, pp. 1801-1819, 2014.   DOI
16 M. Zeng, Y. Luo, and H. Jiang, "Energy efficient resource allocation for wireless power transfersupported D2D communication with battery," IEEE Access, vol. 7, pp. 185666-185676, 2019.   DOI
17 A. Abdallah, M. M. Mansour, and A. Chehab, "A distance-based power control scheme for D2D communications using stochastic geometry," in Proc. of vehicular technology conference, pp. 1-6, 2017.
18 K. Yang, S. Martin, C. Xing, J. Wu, and R. Fan, "Energy-efficient power control for device-todevice communications," IEEE Journal on Selected Areas in Communications, vol. 34, no. 12, pp. 3208-3220, 2016.   DOI
19 Y. Jiang, Q. Liu, F. Zheng, X. Gao, and X. You, "Energy-efficient joint resource allocation and power control for D2D communications," IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6119-6127, 2016.   DOI
20 X. Gao, H. Han, K. Yang, J. An, and X. Bu, "Fairness-aware energy-efficient power control scheme for D2D communications underlaying cellular networks," in Proc. of IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications, pp. 1-5, 2017.
21 T. D. Hoang, L. B. Le, and T. Le-Ngoc, "Energy-efficient resource allocation for D2D communications in cellular networks," IEEE Transactions on vehicular technology, vol. 65, no. 9, pp. 6972-6986, 2016.   DOI
22 S. Wen, X. Zhu, Z. Lin, X. Zhang, and D. Yang, "Energy efficient power allocation schemes for device-to-device(D2D) communication," in Proc. of IEEE 78th Vehicular Technology Conference (VTC Fall), pp. 1-5, Sep. 2013.
23 F. Wang, C. Xu, L. Song, and Z. Han, "Energy-efficient resource allocation for device-to-device underlay communication," IEEE Transactions on Wireless Communications, vol. 14, no. 4, pp. 2082-2092, Apr. 2015.   DOI
24 T. D. Hoang, L. B. Le, and T. Le-Ngoc, "Energy-efficient resource allocation for D2D communications in cellular networks," Wireless Communications Symposium, pp. 2251-2256, 2015.