Capacity Enhancement in D2D 5G Emerging Networks: A Survey
DOI:
https://doi.org/10.37385/jaets.v4i2.1394Keywords:
5G, D2D, Interference Management, CapacityAbstract
Several efforts are being made to improve the capacity of 5G networks using emerging technologies of interest. One of the indispensable technologies to fulfill the need is device-to-device (D2D) communication with its untapped associated benefits. Interference is introduced at the base station due to massive traffic congestion. The purpose of this research is to expand the knowledge of interference mitigation in D2D using stochastic geometrical tools which will result in capacity enhancement. This study uses a literature review method based on 5G and other already existing literature on D2D communication. More than one hundred and twenty papers on D2D communications in cellular networks exist but no precise survey paper on interference management to enhance capacity using stochastic geometrical tools exists. The contribution of this survey to theory is that apart from already existing capacity enhancement methods, interference mitigation using stochastic geometrical tools is another technique that can also be used for capacity enhancement in D2D communications.
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Abdalzaher, M. S., Seddik, K., Elsabrouty, M., Muta, O., Furukawa, H., & Abdel-Rahman, A. (2016). Game theory meets wireless sensor networks security requirements and threats mitigation: A survey. Sensors (Switzerland), 16(7), 22–27. https://doi.org/10.3390/s16071003
Ahmed, M., Li, Y., Waqas, M., Sheraz, M., Jin, D., & Han, Z. (2018). A survey on socially aware device-to-device communications. IEEE Communications Surveys and Tutorials, 20(3), 2169–2197. https://doi.org/10.1109/COMST.2018.2820069
Ali, S., & Ahmad, A. (2017). Resource allocation, interference management, and mode selection in device-to-device communication: A survey. Transactions on Emerging Telecommunications Technologies, 28(7), 1–36. https://doi.org/10.1002/ett.3148
Ansari, R. I., Chrysostomou, C., Hassan, S. A., Guizani, M., Mumtaz, S., Rodriguez, J., & Rodrigues, J. J. P. C. (2018). 5G D2D Networks: Techniques, Challenges, and Future Prospects. IEEE Systems Journal, 12(4), 3970–3984. https://doi.org/10.1109/JSYST.2017.2773633
Asadi, A., Wang, Q., & Mancuso, V. (2014). A survey on device-to-device communication in cellular networks. IEEE Communications Surveys and Tutorials, 16(4), 1801–1819. https://doi.org/10.1109/COMST.2014.2319555
Borralho, R., Mohamed, A., Quddus, A. U., Vieira, P., & Tafazolli, R. (2021). A Survey on Coverage Enhancement in Cellular Networks: Challenges and Solutions for Future Deployments. IEEE Communications Surveys and Tutorials, 23(2), 1302–1341. https://doi.org/10.1109/COMST.2021.3053464
Budhiraja, I., Tyagi, S., Tanwar, S., Kumar, N., & Rodrigues, J. J. P. C. (2019). DIYA: Tactile Internet Driven Delay Assessment NOMA-Based Scheme for D2D Communication. IEEE Transactions on Industrial Informatics, 15(12), 6354–6366. https://doi.org/10.1109/TII.2019.2910532
C. Ma, W.wu, Y. Cui, X. W. (2015). On the performance of successive interference cancellation in D2D-enbled cellular networks. Proc. IEEE INFOCOM, 1–9. https://doi.org/10.1109/WCNC.2014.6952292
Chen, X., Proulx, B., Gong, X., & Zhang, J. (2015). Exploiting social ties for cooperative D2D communications: A mobile social networking case. IEEE/ACM Transactions on Networking, 23(5), 1471–1484. https://doi.org/10.1109/TNET.2014.2329956
Cisco. (2020). Cisco: 2020 CISO Benchmark Report. Computer Fraud & Security, 2020(3), 4–4. https://doi.org/10.1016/s1361-3723(20)30026-9
Dar, M. S., Sharma, P., & Tiwari, P. (2016). Efficient Scheduling For D2D Communication in 5g Networks. International Research Journal of Engineering and Technology, 3(05).
Doppler, K., Yu, C. H., Ribeiro, C. B., & Jänis, P. (2010). Mode selection for device-to-device communication underlaying an LTE-advanced network. IEEE Wireless Communications and Networking Conference, WCNC, 1–6. https://doi.org/10.1109/WCNC.2010.5506248
ElSawy, H., Hossain, E., & Alouini, M. S. (2014). Analytical modeling of mode selection and power control for underlay D2D communication in cellular networks. IEEE Transactions on Communications, 62(11), 4147–4161. https://doi.org/10.1109/TCOMM.2014.2363849
Farhat Anwar, Mosharrof H. Masud, Burhan ul Islam Khan, Rashidah F. Olanrewaju, S. A. L. (2018). Game Theory for Resource Allocation in Heterogeneous Wireless Networks - A Review. Indonesian Journal of Electrical Engineering and Computer Science, 12(2), 843–851. https://doi.org/10.11591/ijeecs.v12.i2.pp843-851
Gandotra, P., & Jha, R. K. (2016). Device-to-Device Communication in Cellular Networks: A Survey. Journal of Network and Computer Applications, 71(4), 99–117. https://doi.org/10.1016/j.jnca.2016.06.004
Gao, C., Sheng, X., Tang, J., Zhang, W., Zou, S., & Guizani, M. (2014). Joint mode selection, channel allocation and power assignment for green device-to-device communications. 2014 IEEE International Conference on Communications, ICC 2014, 178–183. https://doi.org/10.1109/ICC.2014.6883315
Garlapati, J., & Jayakumar, L. (2018). An overview about cellular d2d communications and its challenges on multiple phases. International Journal of Innovative Technology and Exploring Engineering, 8.
Ghazanfari, A., Tolli, A., & Kaleva, J. (2015). Joint power loading and mode selection for network-assisted device-to-device communication. IEEE International Conference on Communications, 2548–2553. https://doi.org/10.1109/ICC.2015.7248708
Gismalla, M. S. M., Azmi, A. I., Salim, M. R. Bin, Abdullah, M. F. L., Iqbal, F., Mabrouk, W. A., Othman, M. B., Ashyap, A. Y. I., & Supa’at, A. S. M. (2022). Survey on Device to Device (D2D) Communication for 5GB/6G Networks: Concept, Applications, Challenges, and Future Directions. IEEE Access, 10(March), 30792–30821. https://doi.org/10.1109/ACCESS.2022.3160215
Gu, J., Bae, S. J., Choi, B. G., & Chung, M. Y. (2011). Dynamic power control mechanism for interference coordination of device-to-device communication in cellular networks. ICUFN 2011 - 3rd International Conference on Ubiquitous and Future Networks, 71–75. https://doi.org/10.1109/ICUFN.2011.5949138
Gu, J., Yoon, H. W., Lee, J., Bae, S. J., & Chung, M. Y. (2015). A resource allocation scheme for device-to-device communications using LTE-A uplink resources. Pervasive and Mobile Computing, 18, 104–117. https://doi.org/10.1016/j.pmcj.2015.02.004
Guo, B., Sun, S., & Gao, Q. (2014). Interference Management for D2D Communications Underlying Cellular Networks at Cell Edge. The Tenth International Conference on Wireless and Mobile Communications, 118–123.
Hassan, Y., Hussain, F., Hossen, S., Choudhury, S., & Alam, M. M. (2017). Interference minimization in D2D communication underlaying cellular networks. IEEE Access, 5, 22471–22484. https://doi.org/10.1109/ACCESS.2017.2763424
He, Y., Wang, F., & Wu, J. (2014). Resource management for device-to-device communications in heterogeneous networks using Stackelberg game. International Journal of Antennas and Propagation, 2014. https://doi.org/10.1155/2014/395731
Hicham, M., Abghour, N., & Ouzzif, M. (2016). Device-To-Device (D2D) Communication Under LTE-Advanced Networks. International Journal of Wireless & Mobile Networks, 8(1). https://doi.org/10.5121/ijwmn.2016.8102
Hoang, T. D., Le, L. B., & Le-Ngoc, T. (2014). Resource allocation for D2D communications under proportional fairness. 2014 IEEE Global Communications Conference, GLOBECOM 2014, 1259–1264. https://doi.org/10.1109/GLOCOM.2014.7036981
Huang, J., Zou, J., & Xing, C. C. (2018). Energy-Efficient Mode Selection for D2D Communications in Cellular Networks. IEEE Transactions on Cognitive Communications and Networking, 4(4), 869–882. https://doi.org/10.1109/TCCN.2018.2873004
Jameel, F., Hamid, Z., Jabeen, F., Zeadally, S., & Javed, M. A. (2018). A survey of device-to-device communications: Research issues and challenges. IEEE Communications Surveys and Tutorials, 20(3), 2133–2168. https://doi.org/10.1109/COMST.2018.2828120
Janis, P., Yu, C.-H., Doppler, K., Ribeiro, C., Wijting, C., Hugl, K., & Tirkkonen, O., & Koivunen, V. (2009). Device-to-Device Communication Underlaying Cellular Communications Systems. International Journal of Communications, Network and System Sciences, 2(3), 169–178. https://doi.org/10.4236/ijcns.2009.23019
Jayakumar, S., & S, N. (2021). A review on resource allocation techniques in D2D communication for 5G and B5G technology. Peer-to-Peer Networking and Applications, 14(1), 243–269. https://doi.org/10.1007/s12083-020-00962-x
Kamruzzaman, M., Sarkar, N. I., Gutierrez, J., & Ray, S. K. (2019). A mode selection algorithm for mitigating interference in D2D enabled next-generation heterogeneous cellular networks. International Conference on Information Networking, 131–135. https://doi.org/10.1109/ICOIN.2019.8718182
Kaufman, B., Lilleberg, J., & Aazhang, B. (2013). Spectrum sharing scheme between cellular users and ad-hoc device-to-device users. IEEE Transactions on Wireless Communications, 12(3), 1038–1049. https://doi.org/10.1109/TWC.2012.011513.120063
Kim, T., & Dong, M. (2014). An iterative Hungarian method to joint relay selection and resource allocation for D2D communications. IEEE Wireless Communications Letters, 3(6), 625–628. https://doi.org/10.1109/LWC.2014.2338318
Lin, X., Andrews, J. G., & Ghosh, A. (2014). Spectrum sharing for device-to-device communication in cellular networks. IEEE Transactions on Wireless Communications, 13(12), 6727–6740. https://doi.org/10.1109/TWC.2014.2360202
Liu, G., & Jiang, D. (2016). 5G: Vision and Requirements for Mobile Communication System towards Year 2020. Chinese Journal of Engineering, 2016(March 2016), 8. https://doi.org/10.1155/2016/5974586
Liu, J., Kato, N., Ma, J., & Kadowaki, N. (2015). Device-to-Device Communication in LTE-Advanced Networks: A Survey. IEEE Communications Surveys and Tutorials, 17(4), 1923–1940. https://doi.org/10.1109/COMST.2014.2375934
Liu, M., Wang, G., Giannakis, G. B., Xiong, M., Liu, Q., & Deng, H. (2020). Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality. IEEE Internet of Things Journal, 7(3), 2223–2234. https://doi.org/10.1109/JIOT.2019.2958660
Liu, Z., Peng, T., Chen, H., & Wang, W. (2013). Transmission capacity of D2D communication under heterogeneous networks with multi-bands. IEEE Vehicular Technology Conference, 1–6. https://doi.org/10.1109/VTCSpring.2013.6692794
Ma, C., Wu, W., Cui, Y., & Wang, X. (2015). On the performance of successive interference cancellation in D2D-enabled cellular networks. Proceedings - IEEE INFOCOM, 26, 37–45. https://doi.org/10.1109/INFOCOM.2015.7218365
Mach, P., Becvar, Z., & Vanek, T. (2015). In-Band Device-to-Device Communication in OFDMA Cellular Networks: A Survey and Challenges. IEEE Communications Surveys and Tutorials, 17(4), 1885–1922. https://doi.org/10.1109/COMST.2015.2447036
Malik, P. K., Wadhwa, D. S., & Khinda, J. S. (2020). A Survey of Device to Device and Cooperative Communication for the Future Cellular Networks. International Journal of Wireless Information Networks, 27(3), 411–432. https://doi.org/10.1007/s10776-020-00482-8
Min, H., Seo, W., Lee, J., Park, S., & Hong, D. (2011). Reliability improvement using receive mode selection in the device-to-device uplink period underlaying cellular networks. IEEE Transactions on Wireless Communications, 10(2), 413–418. https://doi.org/10.1109/TWC.2011.122010.100963
Moura, J., & Hutchison, D. (2018). Game Theory for Multi-Access Edge Computing: Survey, Use Cases, and Future Trends. IEEE Communications Surveys & Tutorials, 21(1), 260–288.
Nadeem, L., Azam, M. A., Amin, Y., Al-Ghamdi, M. A., Chai, K. K., Nadeem Khan, M. F., & Khan, M. A. (2021). Integration of D2D, network slicing, and MEC in 5G cellular networks: Survey and challenges. IEEE Access, 9, 37590–37612. https://doi.org/10.1109/ACCESS.2021.3063104
Nitti, M., Stelea, G. A., Popescu, V., & Fadda, M. (2019). When social networks meet D2D communications: A survey. Sensors (Switzerland), 19(2), 396. https://doi.org/10.3390/s19020396
Noura, M., & Nordin, R. (2016). A survey on interference management for Device-to-Device (D2D) communication and its challenges in 5G networks. Journal of Network and Computer Applications, 71, 130–150. https://doi.org/10.1016/j.jnca.2016.04.021
Nugraha, T. A., Pamungkas, M. P., & Chamim, A. N. N. (2018). Interference management using power control for device-to-device communication in future cellular network. Journal of Telecommunications and Information Technology, 2018(3), 31–36. https://doi.org/10.26636/jtit.2018.125418
Pedhadiya, M. K., Jha, R. K., & Bhatt, H. G. (2019). Device to device communication: A survey. Journal of Network and Computer Applications, 129, 71–89. https://doi.org/10.1016/j.jnca.2018.10.012
Peng, T., Lu, Q., Wang, H., Xu, S., & Wang, W. (2009). Interference avoidance mechanisms in the hybrid cellular and device-to-device systems. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, 617–621. https://doi.org/10.1109/PIMRC.2009.5449856
R.Wang, H. W. and D. W. (2016). Social Overlapping Community-Aware Neighbor Discovery for D2D Communications. IEEE Wireless Communications, 23(4), 28–34. https://doi.org/doi: 10.1109/MWC.2016.7553023
Salah, I., Mabrook, M. M., Hussein, A. I., & Raliouma, K. H. (2021). Comparative study of efficiency enhancement technologies in 5G networks- A survey. Procedia Computer Science, 182, 150–158. https://doi.org/10.1016/j.procs.2021.02.020
Shah, S. T., Gu, J., Hasan, S. F., & Chung, M. Y. (2015). SC-FDMA-based resource allocation and power control scheme for D2D communication using LTE-A uplink resource. Eurasip Journal on Wireless Communications and Networking, 2015(1), 1–15. https://doi.org/10.1186/s13638-015-0340-3
Shah, S. T., Hasan, S. F., Seet, B. C., Chong, P. H. J., & Chung, M. Y. (2018). Device-to-Device Communications: A Contemporary Survey. Wireless Personal Communications, 98(1), 1247–1284. https://doi.org/10.1007/s11277-017-4918-4
Shamganth, K., & Sibley, M. J. N. (2017). A survey on relay selection in cooperative device-to-device (D2D) communication for 5G cellular networks. 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing, ICECDS 2017, 42–46. https://doi.org/10.1109/ICECDS.2017.8390216
Shariat, M., Bulakci, Ö., De Domenico, A., Mannweiler, C., Gramaglia, M., Wei, Q., Gopalasingham, A., Pateromichelakis, E., Moggio, F., Tsolkas, D., Gajic, B., Crippa, M. R., & Khatibi, S. (2019). A Flexible Network Architecture for 5G Systems. Wireless Communications and Mobile Computing, 2019, 1–19. https://doi.org/10.1155/2019/5264012
Syu, Z. S., & Lee, C. H. (2013). Spatial constraints of device-to-device communications. 2013 1st International Black Sea Conference on Communications and Networking, BlackSeaCom 2013, 94–98. https://doi.org/10.1109/BlackSeaCom.2013.6623388
Tanbourgi, R., Jäkel, H., & Jondral, F. K. (2014). Cooperative interference cancellation using device-to-device communications. IEEE Communications Magazine, 52(6), 118–124. https://doi.org/10.1109/MCOM.2014.6829953
Tehrani, M., Uysal, M., & Yanikomeroglu, H. (2014). Device-to-device communication in 5G cellular networks: Challenges, solutions, and future directions. IEEE Communications Magazine, 52(5), 86–92. https://doi.org/10.1109/MCOM.2014.6815897
Wang, D., & Wang, X. (2014). Effective interference cancellation schemes for device-to-device multicast uplink period underlaying cellular networks. Wireless Personal Communications, 75(4), 2201–2216. https://doi.org/10.1007/s11277-013-1463-7
Wang, W., Kwasinski, A., Niyato, D., & Han, Z. (2016). A Survey on Applications of Model-Free Strategy Learning in Cognitive Wireless Networks. IEEE Communications Surveys and Tutorials, 18(3), 1717–1757. https://doi.org/10.1109/COMST.2016.2539923
Waqas, M., Niu, Y., Li, Y., Ahmed, M., Jin, D., Chen, S., & Han, Z. (2020). A Comprehensive Survey on Mobility-Aware D2D Communications: Principles, Practice and Challenges. IEEE Communications Surveys and Tutorials, 22(3), 1863–1886. https://doi.org/10.1109/COMST.2019.2923708
Wei, L., Hu, R. Q., Qian, Y., & Wu, G. (2014). Enable device-to-device communications underlaying cellular networks: Challenges and research aspects. IEEE Communications Magazine, 52(6), 90–96. https://doi.org/10.1109/MCOM.2014.6829950
Xiao, X., Tao, X., & Lu, J. (2011). A QoS-aware power optimization scheme in OFDMA systems with integrated device-to-device (D2D) communications. IEEE Vehicular Technology Conference, 1–5. https://doi.org/10.1109/VETECF.2011.6093182
Xing, H., & Hakola, S. (2010). The investigation of power control schemes for a device - To-device communication integrated into OFDMA cellular system. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, 1775–1780. https://doi.org/10.1109/PIMRC.2010.5671643
Yazdani, O., & MirJalili, G. (2017). A survey of distributed resource allocation for device-to-device communication in cellular networks. 19th CSI International Symposium on Artificial Intelligence and Signal Processing, AISP 2017, 236–239. https://doi.org/10.1109/AISP.2017.8324088
Yu, C. H., Doppler, K., Ribeiro, C. B., & Tirkkonen, O. (2011). Resource sharing optimization for device-to-device communication underlaying cellular networks. IEEE Transactions on Wireless Communications, 10(8), 2752–2763. https://doi.org/10.1109/TWC.2011.060811.102120
Yu, C. H., Tirkkonen, O., Doppler, K., & Ribeiro, C. (2009). On the performance of device-to-device underlay communication with simple power control. IEEE 69th Vehicular Technology Conference, 1–5. https://doi.org/10.1109/VETECS.2009.5073734
Zhang, B., Li, Y., Jin, D., Hui, P., & Han, Z. (2015). Social-aware peer discovery for D2D communications underlaying cellular networks. IEEE Transactions on Wireless Communications, 14(5), 2426–2439. https://doi.org/10.1109/TWC.2014.2386865