Abstract
Device-to-device (D2D) communication is an emerging technology for improving cellular networks, which plays an important role in realizing Internet of Things (IoT). The spectrum efficiency, energy efficiency and throughput of network can be enhanced by the cooperation among multiple D2D users in a self-organized method. In order to limit the interference of D2D users and load off the energy consumption of D2D users without decreasing communication quality, an interference-limited multi-user cooperation scheme is proposed for multiple D2D users to solve the energy problem and the interference problem in this paper. Multiple D2D users use non-orthogonal spectrums to form clusters by self-organized method. Multiple D2D users are divided into different cooperative units. There is no interference among different cooperative units so as to limit the interference of each D2D user in cooperative units. When the link capacity cannot meet the requirements of the user rate, it will produce an interrupt event. In order to evaluate the communication quality, the outrage probability of D2D link is derived by considering link delay threshold, data rate and interference. Besides the energy availability and signal-to-noise ratio (SNR) of each D2D user, the distance between D2D users is considered when selecting the relaying D2D users so as to enhance the signal-to-interference-plus-noise ratio (SINR) of D2D receiving users. Combining the derived outrage probability, the relationships among the average link delay threshold, the efficiency of energy and the efficiency of capacity are studied. The simulation results show that the interference-limited multiple D2D users cooperation scheme can not only help to offload energy consumption and limit the interference of D2D users, but also enhance the efficiency of energy and the efficiency of capacity.
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Zhang W W, Wen Y G, Wu D P. Collaborative task execution in mobile cloud computing under stochastic wireless channel. IEEE Transactions on Wireless Communications, 2015, 14(1): 81-93.
Wu D P, He J, Wang H G, Wang C G, Wang R Y. A Hierarchical packet forwarding mechanism for energy harvesting wireless sensor networks. IEEE Communication Magazine, 2015, 53(8): 92-98.
Sambo Y A, Shakir M Z, Qaraqe K A et al. Energy efficiency improvements in HetNets by exploiting device-to-device communications. In Proc. the 22nd European Signal Processing Conference (EUSIPCO), Sept. 2014, pp.151-155.
Bagheri H, Katz M. A resource allocation mechanism for enhancing spectral efficiency and throughput of multi-link D2D communications. In Proc. the 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), Sept. 2014, pp.1391-1396.
Yang L, Zhang W, Jin S. Interference alignment in deviceto-device LAN Underlaying cellular networks. IEEE Transactions on Wireless Communications, 2015, 14(7): 3715-3723.
Wu D P, Zhang P N, Wang H G, Wang C G, Wang R Y. Node service ability aware packet forwarding mechanism in intermittently connected wireless networks. IEEE Transaction on Wireless Communications, 2016. DOI: 10.1109/TWC.2016.2613077. (to be appeared)
Kim H, Na J H, Cho E. Resource allocation policy to avoid interference between cellular and D2D links/and D2D links in mobile networks. In Proc. the International Conference on Information Networking (ICOIN), Feb. 2014, pp.588-591.
Swain S N, Mishra S, Murthy C S R. A novel spectrum reuse scheme for interference mitigation in a dense overlay D2D network. In Proc. the 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Aug. 2015, pp.1201-1205.
Wang L, Peng T, Yang Y et al. Interference constrained D2D communication with relay underlying cellular networks. In Proc. the 78th Vehicular Technology Conference (VTC Fall), Sept. 2013.
Shalmashi S, Slimane S B. Cooperative device-to-device communications in the downlink of cellular networks. IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2014, pp.2265-2270.
Ryu S, Park S, Park N H et al. Development of deviceto-device(D2D) communication based new mobile proximity multimedia service business model. In Proc. the International Conference on Multimedia and Expo Workshops (ICMEW), July 2013, pp.1-6.
Han S, Din I, Lee B C et al. An efficient spectrum sharing for throughput enhancement in heterogeneous networks. In Proc. the 18th IEEE International Symposium on Consumer Electronics (ISCE), June 2014.
Mastronarde N, Patel V, Xu J et al. Learning relaying strategies in cellular D2D networks with token-based incentives. IEEE Globecom Workshops (GC Wkshps), Dec, 2013, pp.163-169.
Ngo T H, Kim Y. Using timing advance to support proximity discovery in network-assisted D2D communication. In Proc. the 7th International Conference on Ubiquitous and Future Networks (ICUFN), July 2015, pp.926-928.
Ryu S, Park S K, Park N H et al. Development of device-to-device (D2D) communication based new mobile proximity multimedia service business models. In Proc. the International Conference on Multimedia and Expo Workshops (ICMEW), July 2013, pp.1-6.
Cao Y, Jiang T, Wang C. Cooperative device-to-device communications in cellular networks. IEEE Wireless Communications, 2015, 22(3): 124-129.
Han B, Hui P, Kumar V, Marathe M V, Pei G, Srinivasan A. Cellular traffic offloading through opportunistic communications: A case study. In Proc. the 5th Workshop on Challenged Networks (CHANTS), Sept. 2010.
Wang X, Chen M, Kwon T, Jin L, Leung V. Mobile traffic offloading by exploiting social network services and leveraging opportunistic device-to-device sharing. IEEE Wireless Communications, 2014, 21(3): 28-36.
Li Y, Qian M, Jin D, Hui P, Wang Z, Chen S. Multiple mobile data offloading through disruption tolerant networks. IEEE Transactions on Mobile Computing, 2014, 13(7): 1579-1596.
Liang Z. Mobile device-to-device video distribution: Theory and application. ACM Transactions on Multimedia Computing, Communications and Applications, 2015, 12(3): 1253-1271.
Liang Z, Hu R, Qian Y. Energy-spectrum efficiency trade-off for video streaming over mobile ad hoc networks. IEEE Journal on Selected Areas in Communications, 2013, 31(5): 981-991.
Min H, Seo W, Lee J et al. Reliability improvement using receive mode selection in the device-to-device uplink period underlying cellular networks. IEEE Transactions on Wireless Communications, 2011, 10(2): 413-418.
Wang R, Yang H, Wang H, Wu D. Social overlapping community-aware neighbor discovery for D2D communications. IEEE Wireless Communications, 2016, 23(4): 28-34.
Xu C, Song L, Han Z, Zhao Q, Jiao B. Efficiency resource allocation for device-to-device underlay communication systems: Reverse iterative combinatorial auction based approach. IEEE J. Sel. Areas Commun., 2013, 31(9): 348-358.
Papoulis A, Pillai S U. Probability, Random Variables and Stochastic Process (4th edition). McGraw-Hill Education, 2002.
Xu C, Song L, Han Z, Li D, Jiao B. Resource allocation using a reverse iterative combinatorial auction for device-to-device underlay cellular networks. In Proc. IEEE GLOBE-COM, Dec. 2012, pp.4542-4547.
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Huang, HC., Zhang, J., Zhang, ZF. et al. Interference-Limited Device-to-Device Multi-User Cooperation Scheme for Optimization of Edge Networking. J. Comput. Sci. Technol. 31, 1096–1109 (2016). https://doi.org/10.1007/s11390-016-1685-8
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DOI: https://doi.org/10.1007/s11390-016-1685-8