Device-to-Device Communication Based IoT System: Benefits and Challenges

REFERENCES

• “Cisco visual networking index: Forecast and Methodology, 2016 - 2021. Cisco,” Jun. 2017. Available: https://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/visual-networking-index-vni/complete-white-paper-c11-481360.pdf
   Google Scholar
• L. Militano, G. Araniti, M. Condoluci, I. Farris, and A. Iera, “Device-to-device communications for 5G internet of things,” EAI Endorsed Trans. Internet Things, Vol. 15, no. 1, pp. 1–15, 2015.
   Google Scholar
• O. Bello and S. Zeadally, “Intelligent device-to-device communication in the internet of things,” IEEE Systems J., Vol. 10, no. 3, pp. 1172–82, Sep. 2016. doi: 10.1109/JSYST.2014.2298837
   Web of Science ®Google Scholar
• O. Bello, S. Zeadally, and M. Badra, “Network layer inter-operation of Device-to-Device communication technologies in Internet of Things (IoT)”, Ad Hoc Netw., Vol. 57, pp. 52–62, Mar. 2017. doi: 10.1016/j.adhoc.2016.06.010
   Web of Science ®Google Scholar
• K. David, D. Dixit, and N. Jefferies, “2020 vision,” IEEE Veh. Technol. Mag., Vol. 5, no. 3, pp. 22–9, Sep. 2010. doi: 10.1109/MVT.2010.938595
   Web of Science ®Google Scholar
• M. J. Kumar, “Smart cities with massive data centric living are hard to build without 5G networks,” IETE Tech. Rev., Vol. 32, no. 4, pp. 237–9, 2015. doi: 10.1080/02564602.2015.1070597
   Web of Science ®Google Scholar
• J. Liu, N. Kato, J. Ma, and N. Kadowaki, “Device-to device communication in LTE-advanced networks: A survey,” IEEE Commun. Surv. Tutor., Vol. 17, no. 4, pp. 1923–40, Fourthquarter 2015. doi: 10.1109/COMST.2014.2375934
   Web of Science ®Google Scholar
• K. Doppler, M. Rinne, C. Wijting, C. B. Ribeiro, and K. Hugl, “Device-to-device communication as an underlay to lte-advanced networks,” IEEE Commun. Mag., Vol. 47, no. 12, pp. 42–9, Dec. 2009. doi: 10.1109/MCOM.2009.5350367
   Web of Science ®Google Scholar
• M. N. Tehrani, M. Uysal, and H. Yanikomeroglu, “Device-to-device communication in 5g cellular networks: challenges, solutions, and future directions,” IEEE Commun. Mag., Vol. 52, no. 5, pp. 86–92, May 2014. doi: 10.1109/MCOM.2014.6815897
   Web of Science ®Google Scholar
• Y.-D. Lin and Y.-C. Hsu, “Multihop cellular: a new architecture for wireless communications,” in INFOCOM 2000, Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings, IEEE, vol. 3, Mar. 2000, pp. 1273–82.
   Google Scholar
• F. H. P. Fitzek and M. D. Katz, Cognitive Wireless Networks: Concepts, Methodologies and Visions Inspiring the Age of Enlightenment of Wireless Communications, 1st ed. Dordrecht: Springer Publishing Company, 2007.
   Google Scholar
• B. Kaufman and B. Aazhang, “Cellular networks with an overlaid device to device network,” in 2008 42nd Asilomar Conference on Signals, Systems and Computers, Oct. 2008, pp. 1537–41.
   Google Scholar
• T. Peng, Q. Lu, H. Wang, S. Xu, and W. Wang, “Interference avoidance mechanisms in the hybrid cellular and device-to-device systems,” in 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications, Sep. 2009, pp. 617–21.
   Google Scholar
• J. Du, W. Zhu, J. Xu, Z. Li, and H. Wang, “A compressed harq feedback for device-to-device multicast communications,” in Vehicular Technology Conference (VTC Fall), 2012 IEEE, Sep. 2012, pp. 1–5.
   Google Scholar
• B. Zhou, H. Hu, S. Q. Huang, and H. H. Chen, “Intra cluster device-to-device relay algorithm with optimal resource utilization,” IEEE Trans. Veh. Technol., Vol. 62, no. 5, pp. 2315–26, Jun. 2013. doi: 10.1109/TVT.2012.2237557
   Web of Science ®Google Scholar
• L. Lei, Z. Zhong, C. Lin, and X. Shen, “Operator controlled device-to-device communications in LTE advanced networks,” IEEE Wirel. Commun., Vol. 19, no. 3, pp. 96–104, Jun. 2012. doi: 10.1109/MWC.2012.6231164
   Web of Science ®Google Scholar
• N. K. Pratas and P. Popovski, “Underlay of low-rate machine-type d2d links on downlink cellular links,” in 2014 IEEE International Conference on Communications Workshops (ICC), Jun. 2014, pp. 423–8.
   Google Scholar
• X. Bao, U. Lee, I. Rimac, and R. R. Choudhury, “Data spotting: Offloading cellular traffic via managed device-to-device data transfer at data spots,” ACM SIGMOBILE Mobile Comput. Commun. Rev., Vol. 14, no. 3, pp. 37–9, 2010. doi: 10.1145/1923641.1923655
   Google Scholar
• X. Wu, S. Tavildar, S. Shakkottai, T. Richardson, J. Li, R. Laroia, and A. Jovicic, “Flashlinq: A synchronous distributed scheduler for peer-to-peer ad hoc networks,” IEEE/ACM Trans. Netw., Vol. 21, no. 4, pp. 1215–28, Aug. 2013. doi: 10.1109/TNET.2013.2264633
   Web of Science ®Google Scholar
• Qualcomm. Available: https://www.qualcomm.com/invention/research/projects/lte-advanced
   Google Scholar
• X. Lin, J. G. Andrews, A. Ghosh, and R. Ratasuk, “An overview of 3gpp device-to-device proximity services,” IEEE Commun. Mag., Vol. 52, no. 4, pp. 40–8, Apr. 2014. doi: 10.1109/MCOM.2014.6807945
   Web of Science ®Google Scholar
• Y. Zhang, W. Wang, N. Wu, and C. Qian, “IoT-Enabled Real-Time Production Performance Analysis and Exception Diagnosis Model,” IEEE Trans. Autom. Sci. Eng., Vol. 13, no. 3, pp. 1318–32, Jul. 2016. doi: 10.1109/TASE.2015.2497800
   Web of Science ®Google Scholar
• Y. Zhang, G. Zhang, Y. Liu, and D. Hu, “Research on services encapsulation and virtualization access model of machine for cloud manufacturing” J. Intell. Manuf., Vol. 28, no. 5, pp. 1109–23, Jun. 2017. doi: 10.1007/s10845-015-1064-2
   Web of Science ®Google Scholar
• Y. Zhang, S. Ren, Y. Liu, and S. Si, “A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products” J. Clean. Prod., Vol. 142, no. 2, pp. 626–41, Jan. 2017. doi: 10.1016/j.jclepro.2016.07.123
   Web of Science ®Google Scholar
• Y. Zhang, C. Qian, J. Lv, and Y. Liu, “Agent and cyber-physical system based self-organizing and self-adaptive intelligent shopfloor,” IEEE Trans. Ind. Inform., Vol. 13, no. 2, pp. 737–47, Apr. 2017. doi: 10.1109/TII.2016.2618892
   Web of Science ®Google Scholar
• A. Orsino et al., “Exploiting D2D communications at the network edge for mission-critical IOT applications,” European Wireless 2017; 23th European Wireless Conference, Dresden, Germany, 2017, pp. 1–6.
   Google Scholar
• S. H. Martínez, I. P. O. J. Salcedo, and I. B. S. R. Daza, “IoT application of WSN on 5G infrastructure,” 2017 International Symposium on Networks, Computers and Communications (ISNCC), Marrakech, 2017, pp. 1–6.
   Google Scholar
• L. Atzori, A. Iera, and G. Morabito, “The internet of things: A survey,” Comput. Networks, Vol. 54, no. 15, pp. 2787–805, 2010. doi: 10.1016/j.comnet.2010.05.010
   Web of Science ®Google Scholar
• I. Toma, E. Simperl, and G. Hench, “A joint roadmap for semantic technologies and the internet of things,” in Proceedings of the Third STI Roadmapping Workshop, Crete, Greece, Vol. 1, Jun. 2009.
   Google Scholar
• M. Fallgren and B. Timus, “Scenarios, requirements and KPIS for 5G mobile and wireless system,” METIS Deliv. D, Vol. 1, pp. 1–75, May 2013.
   Google Scholar
• P. K. Agyapong, M. Iwamura, D. Staehle, W. Kiess, and A. Benjebbour, “Design considerations for a 5g network architecture,” IEEE Commun. Mag., Vol. 52, no. 11, pp. 65–75, Nov. 2014. doi: 10.1109/MCOM.2014.6957145
   Web of Science ®Google Scholar
• G. Laxdal, “Number theories: What 100 operators really think about 5g,” Ericsson, 2016. Available: https://www.ericsson.com/res/thecompany/docs/publications/businessreview/2016/ebr-issue1-2016-5g-survey-100operators.pdf
   Google Scholar
• S. Singh, N. Saxena, A. Roy, and H. Kim, “A survey on 5g network technologies from social perspective,” IETE Technical Review, Vol. 34, no. 1, pp. 30–39, 2016.
   Google Scholar
• “The Internet of Things,” ITU Internet Reports, Nov. 2005.
   Google Scholar
• X. Wu, S. Tavildar, S. Shakkottai, T. Richardson, J. Li, R. Laroia, and A. Jovicic, “Flashlinq: A synchronous distributed scheduler for peer-to-peer ad hoc networks,” IEEE/ACM Trans. Netw., Vol. 21, no. 4, pp. 1215–28, Aug. 2013. doi: 10.1109/TNET.2013.2264633
   Web of Science ®Google Scholar
• A. Osseiran et al., “Scenarios for 5g mobile and wireless communications: The vision of the metis project,” IEEE Commun. Mag., Vol. 52, no. 5, pp. 26–35, May 2014. doi: 10.1109/MCOM.2014.6815890
   Web of Science ®Google Scholar
• METIS-II. Available: https://metis-ii.5g-ppp.eu.
   Google Scholar
• 5G PPP. Available: https://5g-ppp.eu/our-vision/.
   Google Scholar
• 5G NOW, “(5th generation non-orthogonal waveforms for asynchronous signaling) is a European collaborative Research Project supported by the European Commission within FP7 ICT call 8,” Technical Report, 2015.
   Google Scholar
• 5GNOW. Available: http://www.5gnow.eu/.
   Google Scholar
• METIS 2020. Available: https://www.metis2020.com/.
   Google Scholar
• NSF FUTURE INTERNET ARCHITECTURE PROJECT. Available: http://www.nets-fia.net/.
   Google Scholar
• IMT-2020. Available: http://www.imt-2020.cn/en/introduction.
   Google Scholar
• A. Asadi, Q. Wang, and V. Mancuso, “A survey on device-to-device communication in cellular networks,” IEEE Commun. Surv. Tutor., Vol. 16, no. 4, pp. 1801–19, Fourthquarter 2014. doi: 10.1109/COMST.2014.2319555
   Web of Science ®Google Scholar
• G. Fodor, E. Dahlman, G. Mildh, S. Parkvall, N. Reider, G. Mikls, and Z. Turnyi, “Design aspects of network assisted device-to-device communications,” IEEE Commun. Mag., Vol. 50, no. 3, pp. 170–7, Mar. 2012. doi: 10.1109/MCOM.2012.6163598
   Web of Science ®Google Scholar
• S. T. K. Johnsson and N. Himayat, “Mobile device and method for cellular assisted device-to-device communication,” Patent WO2013 022 471 A1, Feb 14, 2013. Available: https://www.google.com/patents/WO2013022471A1?cl=en
   Google Scholar
• D. Feng, L. Lu, Y. Yuan-Wu, G. Y. Li, G. Feng, and S. Li, “Device-to-device communications underlaying cellular networks,” IEEE Trans. Commun., Vol. 61, no. 8, pp. 3541–51, Aug. 2013. doi: 10.1109/TCOMM.2013.071013.120787
   Web of Science ®Google Scholar
• K. Doppler, C. H. Yu, C. B. Ribeiro, and P. Janis, “Mode selection for device-to-device communication underlaying an LTE-advanced network,” in 2010 IEEE Wireless Communication and Networking Conference, Apr. 2010, pp. 1–6.
   Google Scholar
• C. H. Yu, K. Doppler, C. B. Ribeiro, and O. Tirkkonen, “Resource sharing optimization for device-to-device communication underlaying cellular networks,” IEEE Trans. Wirel. Commun., Vol. 10, no. 8, pp. 2752–63, Aug. 2011. doi: 10.1109/TWC.2011.060811.102120
   Web of Science ®Google Scholar
• P. Cheng, L. Deng, H. Yu, Y. Xu, and H. Wang, “Resource allocation for cognitive networks with D2D communication: An evolutionary approach,” in 2012 IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2012, pp. 2671–76.
   Google Scholar
• F. Wang, C. Xu, L. Song, Z. Han, and B. Zhang, “Energy-efficient radio resource and power allocation for device-to-device communication underlaying cellular networks,” 2012 International Conference on Wireless Communications and Signal Processing (WCSP), Huangshan, 2012, pp. 1–6.
   Google Scholar
• C. Xu, L. Song, Z. Han, Q. Zhao, X. Wang, X. Cheng, and B. Jiao, “Efficiency resource allocation for device- to-device underlay communication systems: A reverse iterative combinatorial auction based approach,” IEEE J. Sel. Areas Commun., Vol. 31, no. 9, pp. 348–58, Sep. 2013. doi: 10.1109/JSAC.2013.SUP.0513031
   Web of Science ®Google Scholar
• Q. Duong, Y. Shin, and O. S. Shin, “Resource allocation scheme for device-to-device communications underlaying cellular networks,” in 2013 International Conference on Computing, Management and Telecommunications (ComManTel), Jan. 2013, pp. 66–9.
   Google Scholar
• G. Yu, L. Xu, D. Feng, R. Yin, G. Y. Li, and Y. Jiang, “Joint mode selection and resource allocation for device- to-device communications,” IEEE Trans. Commun., Vol. 62, no. 11, pp. 3814–24, Nov. 2014. doi: 10.1109/TCOMM.2014.2363092
   Web of Science ®Google Scholar
• L. Wang and H. Wu, “Fast pairing of device-to-device link underlay for spectrum sharing with cellular users,” IEEE Commun. Lett., Vol. 18, no. 10, pp. 1803–6, Oct. 2014. doi: 10.1109/LCOMM.2014.2351400
   Web of Science ®Google Scholar
• Q. Ye, M. Al-Shalash, C. Caramanis, and J. G. Andrews, “Distributed resource allocation in device-to-device enhanced cellular networks,” IEEE Trans. Commun., Vol. 63, no. 2, pp. 441–54, Feb. 2015. doi: 10.1109/TCOMM.2014.2386874
   Web of Science ®Google Scholar
• J. Liu, S. Zhang, H. Nishiyama, N. Kato, and J. Guo, “A stochastic geometry analysis of d2d overlaying multi-channel downlink cellular networks,” in 2015 IEEE Conference on Computer Communications (INFOCOM), Apr. 2015, pp. 46–54.
   Google Scholar
• Y. Zhang, E. Pan, L. Song, W. Saad, Z. Dawy, and Z. Han, “Social network aware device-to-device communication in wireless networks,” IEEE Trans. Wirel. Commun., Vol. 14, no. 1, pp. 177–90, Jan. 2015. doi: 10.1109/TWC.2014.2334661
   Web of Science ®Google Scholar
• W. Choi, D. T. Wiriaatmadja, and E. Hossain, “Discovering mobile applications in cellular device-to-device communications: Hash function and bloom filter based approach,” IEEE Trans. Mobile Comput., Vol. 15, no. 2, pp. 336–49, Feb. 2016. doi: 10.1109/TMC.2015.2418767
   Web of Science ®Google Scholar
• H. Tang and Z. Ding, “Mixed mode transmission and resource allocation for D2D communication,” IEEE Trans. Wirel. Commun., Vol. 15, no. 1, pp. 162–75, Jan. 2016. doi: 10.1109/TWC.2015.2468725
   Web of Science ®Google Scholar
• A. Al-Hourani, S. Kandeepan, and A. Jamalipour, “Stochastic geometry study on device-to-device communication as a disaster relief solution,” IEEE Trans. Veh. Technol., Vol. 65, no. 5, pp. 3005–17, May 2016. doi: 10.1109/TVT.2015.2450223
   Web of Science ®Google Scholar
• Y. Huang, A. A. Nasir, S. Durrani, and X. Zhou, “Mode selection, resource allocation, and power control for d2d-enabled two-tier cellular network,” IEEE Trans. Commun., Vol. 64, no. 8, pp. 3534–47, Aug. 2016. doi: 10.1109/TCOMM.2016.2580153
   Web of Science ®Google Scholar
• A. Sultana, L. Zhao, and X. Fernando, “Efficient resource allocation in device-to-device communication using cognitive radio technology,” IEEE Trans. Veh. Technol., Vol. 66, no. 11, pp. 10024–34, Nov. 2017. doi: 10.1109/TVT.2017.2743058
   Web of Science ®Google Scholar
• M. L. Ku and J. W. Lai, “Joint beamforming and resource allocation for wireless-powered device-to-device communications in cellular networks,” in IEEE Trans. Wirel. Commun., Vol. 16, no. 11, pp. 7290–304, Nov. 2017. doi: 10.1109/TWC.2017.2745569
   Web of Science ®Google Scholar
• J. Lianghai, B. Han, M. Liu, and H. D. Schotten, “Applying device-to-device communication to enhance iot services,” IEEE Commun. Stand. Mag., Vol. 1, no. 2, pp. 85–91, Jul 2017.
   Google Scholar
• B. Raghothaman, E. Deng, R. Pragada, G. Sternberg, T. Deng, and K. Vanganuru , “Architecture and protocols for lte-based device to device communication,” in 2013 International Conference on Computing, Networking and Communications (ICNC), Jan. 2013, pp. 895–9.
   Google Scholar
• L. Goratti, K. M. Gomez, R. Fedrizzi, and T. Rasheed, “A novel device-to-device communication protocol for public safety applications,” in 2013 IEEE Globecom Workshops, Dec. 2013, pp. 629–34.
   Google Scholar
• Asadi and V. Mancuso,“ Wifi direct and LTE D2D in action,” In Wireless Days (WD), 2013 IFIP, Nov. 2013, pp. 1–8.
   Google Scholar
• “Feasibility study for proximity services (ProSe) (Release 12),” 3GPP TR 22.803 v. 12.2.0, Jun. 2012.
   Google Scholar
• B. Wang, L. Chen, X. Chen, X. Zhang, and D. Yang, “Resource allocation optimization for device-to-device communication underlaying cellular networks,” in 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring), May 2011, pp. 1–6.
   Google Scholar
• “Study on Architecture Enhancements to Support Proximity Services (ProSe) (Release 12),” Sophia Antipolis, France, 3GPP TR 23.703 v.1.0.0, Dec. 2013.
   Google Scholar
• C. Xu, L. Song, Z. Han, Q. Zhao, X. Wang, and B. Jiao, “ Interference aware resource allocation for device-to device communications as an underlay using sequential second price auction,” in 2012 IEEE International Conference on Communications (ICC), Jun. 2012, pp. 445–9.
   Google Scholar
• B. Peng, C. Hu, T. Peng, Y. Yang, and W. Wang, “A resource allocation scheme for d2d multicast with QoS protection in of DMA-based systems,” in 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Sep. 2013, pp. 12383–7.
   Google Scholar
• A. Osseiran, K. Doppler, C. Ribeiro, M. Xiao, M. Skoglund, and J. Manssour, “ Advances in device-to-device communications and network coding for IMT advanced,” ICT Mobile Summit, 2009.
   Google Scholar
• S. Xu, H. Wang, T. Chen, Q. Huang, and T. Peng, “Effective interference cancellation scheme for device-to-device communication underlaying cellular networks,” in 2010 IEEE 72nd Vehicular Technology Conference Fall (VTC 2010-Fall), Sep. 2010, pp. 1–5.
   Google Scholar
• 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 Trans. Wirel. Commun., Vol. 10, no. 12, pp. 3995–4000, Dec. 2011. doi: 10.1109/TWC.2011.100611.101684
   Web of Science ®Google Scholar
• X. Chen, L. Chen, M. Zeng, X. Zhang, and D. Yang, “Downlink resource allocation for device-to-device communication underlaying cellular networks,” in 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications – (PIMRC), Sep. 2012, pp. 232–7.
   Google Scholar
• C. H. Yu and O. Tirkkonen, “Device-to-device underlay cellular network based on rate splitting,” in 2012 IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2012, pp. 262–6.
   Google Scholar
• K. Doppler, M. Rinne, C. Wijting, C. B. Ribeiro, and K. Hugl, “Device-to-device communication as an underlay to LTE-advanced networks,” IEEE Commun. Mag., Vol. 47, no. 12, pp. 42–9, Dec. 2009. doi: 10.1109/MCOM.2009.5350367
   Web of Science ®Google Scholar
• Y. Pei and Y. C. Liang, “Resource allocation for device-to-device communications overlaying two-way cellular networks,” IEEE Trans. Wireless Commun., Vol. 12, no. 7, pp. 3611–21, Jul. 2013. doi: 10.1109/TWC.2013.061713.121956
   Web of Science ®Google Scholar
• S. Wen, X. Zhu, Z. Lin, X. Zhang, and D. Yang, “Optimization of interference coordination schemes in device-to-device(d2d) communication,” in 2012 7th International ICST Conference on Communications and Networking in China (CHINACOM), Aug. 2012, pp. 542–7.
   Google Scholar
• S. Arunthavanathan, L. Goratti, L. Maggi, F. D. Pellegrini, and S. Kandeepan, “On the achievable rate in a d2d cognitive secondary network under jamming attacks,” in 2014 9th International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM), Jun. 2014, pp. 39–44.
   Google Scholar
• R. Zhang, X. Cheng, L. Yang, and B. Jiao, “Interference aware graph based resource sharing for device-to-device communications underlaying cellular networks,” in 2013 IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2013, pp. 140–5.
   Google Scholar
• S. Mumtaz, K. M. S. Huq, J. Rodriguez, and V. Frascolla, “Energy efficient interference management in LTE-D2D communication,” IET Signal Process., Vol. 10, no. 3, pp. 197–202, 2016. doi: 10.1049/iet-spr.2015.0201
   Web of Science ®Google Scholar
• (2010) Proximity communication. Available: http://stdshare.itri.org/tw/content/files
   Google Scholar
• Z. Liu, T. Peng, H. Chen, and W. Wang, “Optimal d2d user allocation over multi-bands under heterogeneous networks,” in 2012 IEEE Global Communications Conference (GLOBECOM), Dec. 2012, pp. 1339–44.
   Google Scholar
• M. Belleschi, G. Fodor, and A. Abrardo, “Performance analysis of a distributed resource allocation scheme for d2d communications,” in 2011 IEEE GLOBECOM Workshops (GC Wkshps), Dec. 2011, pp. 358–62.
   Google Scholar
• H. Zhang, T. Wang, L. Song, and Z. Han, “Radio resource allocation for physical-layer security in d2d underlay communications,” in 2014 IEEE International Conference on Communications (ICC), Jun. 2014, pp. 2319–24.
   Google Scholar
• K. Doppler, M. P. Rinne, P. Janis, C. Ribeiro, and K. Hugl, “Device-to-device communications; functional prospects for LTE-advanced networks,” in 2009 IEEE International Conference on Communications Workshops, Jun. 2009, pp. 1–6.
   Google Scholar
• J. Yue, C. Ma, H. Yu, and W. Zhou, “Secrecy-based access control for device-to-device communication underlaying cellular networks,” IEEE Commun. Lett., Vol. 17, no. 11, pp. 2068–71, Nov. 2013. doi: 10.1109/LCOMM.2013.092813.131367
   Web of Science ®Google Scholar
• N. Yang, L. Wang, G. Geraci, M. Elkashlan, J. Yuan, and M. D. Renzo, “Safeguarding 5g wireless communication networks using physical layer security,” IEEE Commun. Mag., Vol. 53, no. 4, pp. 20–27, Apr. 2015. doi: 10.1109/MCOM.2015.7081071
   Web of Science ®Google Scholar
• A. Zhang, J. Chen, R. Q. Hu, and Y. Qian, “Seds: Secure data sharing strategy for d2d communication in LTE-advanced networks,” IEEE Trans. Veh. Technol., Vol. 65, no. 4, pp. 2659–72, Apr. 2016. doi: 10.1109/TVT.2015.2416002
   Web of Science ®Google Scholar
• L. Goratti, G. Steri, K. M. Gomez, and G. Baldini, “Connectivity and security in a d2d communication protocol for public safety applications,” in 2014 11th International Symposium on Wireless Communications Systems (ISWCS), Aug. 2014, pp. 548–52.
   Google Scholar
• D. Zhu, A. L. Swindlehurst, S. A. A. Fakoorian, W. Xu, and C. Zhao, “Device-to-device communications: The physical layer security advantage,” in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, pp. 1606–10.
   Google Scholar
• NS-3 Consortium. Available: http://www.nsnam.org/.
   Google Scholar
• Riverbed Technology, USA. Available: http://www.opnet.com/.
   Google Scholar
• Scalable Network Technologies. Available: http://web.scalable-networks.com/qualnet.
   Google Scholar
• Simulcraft Inc., Republic of Seychelles. Available: http://www.omnetpp.org.
   Google Scholar
• S. L. Cotton, “Human body shadowing in cellular device to-device communications: Channel modeling using the shadowed κ -µ fading model,” IEEE J. Sel. Areas Commun, Vol. 33, no. 1, pp. 111–9, Jan. 2015.
   Google Scholar