Browse > Article
http://dx.doi.org/10.3837/tiis.2020.05.007

Social-Aware Resource Allocation Based on Cluster Formation and Matching Theory in D2D Underlaying Cellular Networks  

Zhuang, Wenqin (Key Lab of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications)
Chen, Mingkai (Key Lab of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications)
Wei, Xin (Key Lab of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications)
Li, Haibo (Key Lab of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications)
Publication Information
KSII Transactions on Internet and Information Systems (TIIS) / v.14, no.5, 2020 , pp. 1984-2002 More about this Journal
Abstract
With the appearance of wireless spectrum crisis in traditional cellular network, device-to-device (D2D) communication has been regarded as a promising solution to ease heavy traffic burden by enabling precise content delivery among mobile users. However, due to the channel sharing, the interference between D2D and cellular users can affect the transmission rate and narrow the throughput in the network. In this paper, we firstly present a weighted interference minimization cluster formation model involving both social attribute and physical closeness. The weighted-interference, which is evaluated under the susceptible-infected(SI) model, is utilized to gather user in social and physical proximity. Then, we address the cluster formation problem via spectrum clustering with iterative operation. Finally, we propose the stable matching theory algorithm in order to maximize rate oriented to accomplish the one-to-one resource allocation. Numerical results show that our proposed scheme acquires quite well clustering effect and increases the accumulative transmission rate compared with the other two advanced schemes.
Keywords
Device-to-device(D2D) communication; social network; matching theory; resource allocation;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Y. Zhao, Y. Li, Y. Cao, T. Jiang and N. Ge, "Social-Aware Resource Allocation for Device-to-Device Communications Underlaying Cellular Networks," IEEE Transactions on Wireless Communications, vol. 14, no. 12, pp. 6621-6634, Dec. 2015.   DOI
2 F. Wang, Y. Li, Z. Wang and Z. Yang, "Social-Community-Aware Resource Allocation for D2D Communications Underlaying Cellular Networks," IEEE Transactions on Vehicular Technology, vol. 65, no. 5, pp. 3628-3640, May 2016.   DOI
3 K. Wu, M. Jiang and H. Tan, "D2D Relay Selection Based on Joint Fuzzy and Entropy Theories With Social Similarity," IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp. 8796-8807, Sept. 2018.   DOI
4 Y. Gao, Y. Xiao, M. Wu, M. Xiao and J. Shao, "Dynamic Social-Aware Peer Selection for Cooperative Relay Management With D2D Communications," IEEE Transactions on Communications, vol. 67, no. 5, pp. 3124-3139, May 2019.   DOI
5 X. Chen, B. Proulx, X. Gong and J. Zhang, "Exploiting Social Ties for Cooperative D2D Communications: A Mobile Social Networking Case," IEEE/ACM Transactions on Networking, vol. 23, no. 5, pp. 1471-1484, Oct. 2015.   DOI
6 Y. Li, Z. Zhang, H. Wang and Q. Yang, "SERS: Social-Aware Energy-Efficient Relay Selection in D2D Communications," IEEE Transactions on Vehicular Technology, vol. 67, no. 6, pp. 5331-5345, June 2018.   DOI
7 H. Hu, Y. Wen, H. Luan, T. Chua and X. Li, "Toward Multiscreen Social TV with Geolocation-Aware Social Sense," IEEE Multimedia, vol. 21, no. 3, pp. 10-19, July-Sept. 2014.   DOI
8 M. Chen, L. Wang, J. Chen, X. Wei and L. Lei, "A Computing and Content Delivery Network in the Smart City: Scenario, Framework, and Analysis," IEEE Network, vol. 33, no. 2, pp. 89-95, March/April 2019.   DOI
9 L. Zhou, D. Wu, J. Chen, and Z. Dong, "Greening the Smart Cities: Energy-Efficient Massive Content Delivery via D2D Communications," IEEE Transactions on Industrial Informatics, vol. 14, no. 4, pp.1626-1634, April 2018.   DOI
10 L. Zhou, D. Wu, J. Chen, and Z. Dong, "When Computation Hugs Intelligence: Content-Aware Data Processing for Industrial IoT, " IEEE Internet of Things Journal, vol. 5, no. 3, pp. 1657-1666, June 2018.   DOI
11 E. Ahmed, I. Yaqoob, A. Gani, M. Imran and M. Guizani, "Social-Aware Resource Allocation and Optimization for D2D Communication," IEEE Wireless Communications, vol. 24, no. 3, pp. 122-129, June 2017.   DOI
12 O. Semiari, W. Saad, S. Valentin, M. Bennis and H. V. Poor, "Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation," IEEE Transactions on Wireless Communications, vol. 14, no. 11, pp. 5927-5940, Nov. 2015.   DOI
13 F. Wang, Y. Li, Z. Wang and Z. Yang, "Social-Community-Aware Resource Allocation for D2D Communications Underlaying Cellular Networks," IEEE Transactions on Vehicular Technology, vol. 65, no. 5, pp. 3628-3640, May 2016.   DOI
14 D. Wu, L. Zhou, Y. Cai, H. Chao and Y. Qian, "Physical-Social-Aware D2D Content Sharing Networks: A Provider-Demander Matching Game," IEEE Transactions on Vehicular Technology, vol. 67, no. 8, pp. 7538-7549, Aug. 2018.   DOI
15 B. Fan, H. Tian, L. Jiang and A. V. Vasilakos, "A Social-Aware Virtual MAC Protocol for Energy-Efficient D2D Communications Underlying Heterogeneous Cellular Networks," IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp. 8372-8385, Sept. 2018.   DOI
16 Y. Gao, Y. Xiao, M. Wu, M. Xiao and J. Shao, "Dynamic Social-Aware Peer Selection for Cooperative Relay Management With D2D Communications," IEEE Transactions on Communications, vol. 67, no. 5, pp. 3124-3139, May 2019.   DOI
17 Y. Li, Z. Zhang, H. Wang and Q. Yang, "SERS: Social-Aware Energy-Efficient Relay Selection in D2D Communications," IEEE Transactions on Vehicular Technology, vol. 67, no. 6, pp. 5331-5345, June 2018.   DOI
18 D. Wu, L. Zhou, Y. Cai and Y. Qian, "Optimal Content Sharing Mode Selection for Social-Aware D2D Communications," IEEE Wireless Communications Letters, vol. 7, no. 6, pp. 910-913, Dec. 2018.   DOI
19 Y. Gu, Y. Zhang, M. Pan and Z. Han, "Matching and Cheating in Device to Device Communications Underlying Cellular Networks," IEEE Journal on Selected Areas in Communications, vol. 33, no. 10, pp. 2156-2166, Oct. 2015.   DOI
20 H. Hu, Y. Wen, T. Chua, J. Huang, W. Zhu and X. Li, "Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method," IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 7, pp. 1320-1333, July 2016.   DOI
21 Z. Su, Y. Hui and S. Guo, "D2D-based content delivery with parked vehicles in vehicular social networks," IEEE Wireless Communications, vol. 23, no. 4, pp. 90-95, August 2016.   DOI
22 T. Wang, Y. Sun, L. Song and Z. Han, "Social Data Offloading in D2D-Enhanced Cellular Networks by Network Formation Games," IEEE Transactions on Wireless Communications, vol. 14, no. 12, pp. 7004-7015, Dec. 2015.   DOI
23 Z. Wang, L. Sun, M. Zhang, H. Pang, E. Tian and W. Zhu, "Propagation- and Mobility-Aware D2D Social Content Replication," IEEE Transactions on Mobile Computing, vol. 16, no. 4, pp. 1107-1120, April 2017.   DOI
24 D. Wu, L. Zhou and Y. Cai, "Social-Aware Rate Based Content Sharing Mode Selection for D2D Content Sharing Scenarios," IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2571-2582, Nov. 2017.   DOI
25 P. Zhao, L. Feng, P. Yu, W. Li and X. Qiu, "A Social-Aware Resource Allocation for 5G Device-to-Device Multicast Communication," IEEE Access, vol. 5, pp. 15717-15730, 2017.   DOI
26 C. Xu et al., "Efficiency Resource Allocation for Device-to-Device Underlay Communication Systems: A Reverse Iterative Combinatorial Auction Based Approach," IEEE Journal on Selected Areas in Communications, vol. 31, no. 9, pp. 348-358, Sept. 2013.   DOI
27 L. Zhou, D. Wu, X. Wei, and Z. Dong, "Seeing Isn't Believing: QoE Evaluation for Privacy-Aware Users," IEEE Journal on Selected Areas in Communications, vol. 37, no. 7, pp. 1656-1665, July 2019.   DOI
28 T. O. Olwal, K. Djouani and A. M. Kurien, "A Survey of Resource Management Toward 5G Radio Access Networks," IEEE Communications Surveys and Tutorials, vol. 18, no. 3, pp. 1656-1686, third quarter 2016.   DOI
29 M. Jo, T. Maksymyuk, B. Strykhalyuk and C. Cho, "Device-to-device-based heterogeneous radio access network architecture for mobile cloud computing," IEEE Wireless Communications, vol. 22, no. 3, pp. 50-58, June 2015.   DOI
30 E. Ahmed, I. Yaqoob, A. Gani, M. Imran and M. Guizani, "Social-Aware Resource Allocation and Optimization for D2D Communication," IEEE Wireless Communications, vol. 24, no. 3, pp. 122-129, June 2017.   DOI