Digital twin for 5G and beyond

Article

Nguyen, H., Trestian, R., To, D. and Tatipamula, M. 2021. Digital twin for 5G and beyond. IEEE Communications Magazine. 59 (2), pp. 10-15. https://doi.org/10.1109/MCOM.001.2000343
TypeArticle
TitleDigital twin for 5G and beyond
AuthorsNguyen, H., Trestian, R., To, D. and Tatipamula, M.
Abstract

Although many countries have started the initial phase of rolling out 5G, it is still in its infancy with researchers from both academia and industry facing the challenges of developing to its full potential. With the support of Artificial Intelligence, development of digital transformation through the notion of a ‘Digital Twin’ has been taking off in many industries such as smart manufacturing, oil & gas, constructions, bio-engineering, and automotive. However, Digital Twins remain relatively new for 5G networks, despite the obvious potential in helping develop and deploy the complex 5G environment. This paper looks into these topics and discusses how Digital Twin could be a powerful tool to fulfil the potentials of 5G networks and beyond.

PublisherInstitute of Electrical and Electronics Engineers (IEEE)
JournalIEEE Communications Magazine
ISSN0163-6804
Electronic1558-1896
Publication dates
Online10 Mar 2021
Print28 Feb 2021
Publication process dates
Deposited29 Oct 2020
Accepted24 Oct 2020
Output statusPublished
Accepted author manuscript
Copyright Statement

© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Digital Object Identifier (DOI)https://doi.org/10.1109/MCOM.001.2000343
LanguageEnglish
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Ezenwigbo, A., Paranthaman, V., Trestian, R., Mapp, G. and Sardis, F. 2018. Exploring a new transport protocol for vehicular networks. 5th International Conference on Internet of Things: Systems, Management and Security (IoTSMS). Valencia, Spain 15 - 18 Oct 2018 IEEE. pp. 287-294 https://doi.org/10.1109/IoTSMS.2018.8554836
Disaster management using D2D communication with power transfer and clustering techniques
Ali, K., Nguyen, H., Vien, Q., Shah, P. and Chu, Z. 2018. Disaster management using D2D communication with power transfer and clustering techniques. IEEE Access. 6, pp. 14643-14654. https://doi.org/10.1109/ACCESS.2018.2793532
Policy-based QoS management framework for software-defined networks
Al-Jawad, A., Shah, P., Gemikonakli, O. and Trestian, R. 2018. Policy-based QoS management framework for software-defined networks. ISNCC 2018: International Symposium on Networks, Computers and Communications. Rome, Italy 19 - 21 Jun 2018 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ISNCC.2018.8530994
LearnQoS: a learning approach for optimizing QoS over multimedia-based SDNs
Al-Jawad, A., Shah, P., Gemikonakli, O. and Trestian, R. 2018. LearnQoS: a learning approach for optimizing QoS over multimedia-based SDNs. 13th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). Valencia, Spain 06 - 08 Jun 2018 IEEE. pp. 1-6 https://doi.org/10.1109/BMSB.2018.8436781
On the impact of visible light communication for audio and video transmissions
Jesuthasan, F., Rohitkumar, H., Shah, P., Nguyen, H. and Trestian, R. 2018. On the impact of visible light communication for audio and video transmissions. 13th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). Valencia, Spain 06 - 08 Jun 2018 IEEE. pp. 1-6 https://doi.org/10.1109/BMSB.2018.8436852
Game theory-based resource allocation for secure WPCN multiantenna multicasting systems
Chu, Z., Nguyen, H. and Caire, G. 2018. Game theory-based resource allocation for secure WPCN multiantenna multicasting systems. IEEE Transactions on Information Forensics and Security. 13 (4), pp. 926-939. https://doi.org/10.1109/TIFS.2017.2774441
E³DOAS: balancing QoE and energy-saving for multi-device adaptation in future mobile wireless video delivery
Zou, L., Trestian, R. and Muntean, G. 2018. E³DOAS: balancing QoE and energy-saving for multi-device adaptation in future mobile wireless video delivery. IEEE Transactions on Broadcasting. 64 (1), pp. 26-40. https://doi.org/10.1109/TBC.2017.2722221
A Stackelberg-game approach for disaster-recovery communications utilizing cooperative D2D
Chu, Z., Le, T., Nguyen, H., Nallanathan, A. and Karamanoglu, M. 2018. A Stackelberg-game approach for disaster-recovery communications utilizing cooperative D2D. IEEE Access. 6, pp. 10733-10742. https://doi.org/10.1109/ACCESS.2017.2766921
Secure wireless powered and cooperative jamming D2D communications
Chu, Z., Nguyen, H., Le, T., Karamanoglu, M., Ever, E. and Yazici, A. 2018. Secure wireless powered and cooperative jamming D2D communications. IEEE Transactions on Green Communications and Networking. 2 (1), pp. 1-13. https://doi.org/10.1109/TGCN.2017.2763826
Energy-efficient vertical handover parameters, classification and solutions over wireless heterogeneous networks: a comprehensive survey
Tuysuz, M. and Trestian, R. 2017. Energy-efficient vertical handover parameters, classification and solutions over wireless heterogeneous networks: a comprehensive survey. Wireless Personal Communications. 97 (1), pp. 1155-1184. https://doi.org/10.1007/s11277-017-4559-7
Non-orthogonal multiple access schemes for next-generation 5G networks: a survey
Bhuvanasundaram, N., Nguyen, H., Trestian, R. and Vien, Q. 2017. Non-orthogonal multiple access schemes for next-generation 5G networks: a survey. in: 5G Radio Access Networks: Centralized RAN, Cloud-RAN and Virtualization of Small Cells CRC Press. pp. 51-66
Exploring a new proactive algorithm for resource management and its application to wireless mobile environments
Paranthaman, V., Kirsal, Y., Mapp, G., Shah, P. and Nguyen, H. 2017. Exploring a new proactive algorithm for resource management and its application to wireless mobile environments. 42nd Conference on Local Computer Networks (LCN). Singapore 09 - 12 Oct 2017 IEEE. pp. 539-542 https://doi.org/10.1109/LCN.2017.86
Seamless key agreement framework for mobile-sink in IoT based cloud-centric secured public safety sensor networks
Al-Turjman, F., Ever, Y., Ever, E., Nguyen, H. and Deebak Bakkiam, D. 2017. Seamless key agreement framework for mobile-sink in IoT based cloud-centric secured public safety sensor networks. IEEE Access. 5, pp. 24617-24631. https://doi.org/10.1109/ACCESS.2017.2766090
OFLoad: An OpenFlow-based dynamic load balancing strategy for datacenter networks
Trestian, R., Katrinis, K. and Muntean, G. 2017. OFLoad: An OpenFlow-based dynamic load balancing strategy for datacenter networks. IEEE Transactions on Network and Service Management. 14 (4), pp. 792-803. https://doi.org/10.1109/TNSM.2017.2758402
UEFA-M: Utility-based energy efficient adaptive multimedia mechanism over LTE HetNet small cells
Trestian, R., Vien, Q., Shah, P. and Mapp, G. 2017. UEFA-M: Utility-based energy efficient adaptive multimedia mechanism over LTE HetNet small cells. 14th International Symposium on Wireless Communication Systems. Bologna, Italy​ 28 - 31 Aug 2017 Institute of Electrical and Electronics Engineers (IEEE). pp. 408-413 https://doi.org/10.1109/ISWCS.2017.8108149
QoS-based routing over software defined networks
Kucminski, A., Al-Jawad, A., Shah, P. and Trestian, R. 2017. QoS-based routing over software defined networks. 12th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting. Cagliari, Italy 07 - 09 Jun 2017 IEEE. pp. 1-6 https://doi.org/10.1109/BMSB.2017.7986239
Robust chance-constrained optimization for power-efficient and secure SWIPT systems
Le, T., Vien, Q., Nguyen, H., Ng, D. and Schober, R. 2017. Robust chance-constrained optimization for power-efficient and secure SWIPT systems. IEEE Transactions on Green Communications and Networking. 1 (3), pp. 333-346. https://doi.org/10.1109/TGCN.2017.2706063
Performance evaluation of NOMA under Wireless Downlink Cloud Radio Access networks environments
Vien, Q., Ogbonna, N., Nguyen, H., Trestian, R. and Shah, P. 2017. Performance evaluation of NOMA under Wireless Downlink Cloud Radio Access networks environments. in: Venkataraman, H. and Trestian, R. (ed.) 5G Radio Access Networks: Centralized RAN, Cloud-RAN and Virtualization of Small Cells CRC Press. pp. 67-84
Building a prototype VANET testbed to explore communication dynamics in highly mobile environments
Paranthaman, V., Ghosh, A., Mapp, G., Iniovosa, V., Shah, P., Nguyen, H., Gemikonakli, O. and Rahman, S. 2017. Building a prototype VANET testbed to explore communication dynamics in highly mobile environments. Guo, S., Wei, G., Xiang, Y., Lin, X. and Lorenz, P. (ed.) International Conference on Testbeds and Research Infrastructures (TridentCom 2016). Hangzhou, china 14 - 15 Jun 2016 Springer, Cham. pp. 81-90 https://doi.org/10.1007/978-3-319-49580-4_8
Enhancing secrecy rate in cognitive radio networks via multilevel Stackelberg game
Al Talabani, A., Deng, Y., Nallanathan, A. and Nguyen, H. 2016. Enhancing secrecy rate in cognitive radio networks via multilevel Stackelberg game. IEEE Communications Letters. 20 (6), pp. 1112-1115. https://doi.org/10.1109/LCOMM.2016.2541658
Towards connecting people, locations and real-world events in a cellular network
Trestian, R., Shah, P., Nguyen, H., Vien, Q., Gemikonakli, O. and Barn, B. 2017. Towards connecting people, locations and real-world events in a cellular network. Telematics and Informatics. 34 (1), pp. 244-271. https://doi.org/10.1016/j.tele.2016.05.006
A roadmap for a green interface selection standardization over wireless HetNets
Tuysuz, M. and Trestian, R. 2015. A roadmap for a green interface selection standardization over wireless HetNets. 2015 IEEE Globecom Workshops (GC Wkshps). San Diego, CA, USA 06 - 10 Dec 2015 Institute of Electrical and Electronics Engineers (IEEE). pp. 1-6 https://doi.org/10.1109/GLOCOMW.2015.7414035
Secure information transmission in the presence of energy-harvesting eavesdroppers in multi-cell networks
Le, T., Nguyen, H., Vien, Q. and Karamanoglu, M. 2015. Secure information transmission in the presence of energy-harvesting eavesdroppers in multi-cell networks. GLOBECOM 2015 - 2015 IEEE Global Communications Conference. San Diego, CA, USA 06 - 10 Dec 2015 IEEE. pp. 1-6 https://doi.org/10.1109/GLOCOM.2015.7417336
Cooperative spectrum sensing with secondary user selection for cognitive radio networks over Nakagami-m fading channels
Vien, Q., Nguyen, H. and Nallanathan, A. 2016. Cooperative spectrum sensing with secondary user selection for cognitive radio networks over Nakagami-m fading channels. IET Communications. 10 (1), pp. 91-97. https://doi.org/10.1049/iet-com.2015.0461
Architecture for public safety network using D2D communication
Ali, K., Nguyen, H., Shah, P., Vien, Q. and Bhuvanasundaram, N. 2016. Architecture for public safety network using D2D communication. IEEE Conference on Wireless Communications and Networking. Doha, Qatar 03 - 06 Apr 2016 IEEE. https://doi.org/10.1109/wcnc.2016.7564671
Beamforming in coexisting wireless systems with uncertain channel state information
Le, T., Navaie, K., Vien, Q. and Nguyen, H. 2016. Beamforming in coexisting wireless systems with uncertain channel state information. 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall). Montreal, QC, Canada 18 - 21 Sep 2016 IEEE. pp. 1-5 https://doi.org/10.1109/VTCFall.2016.7880920
Robust optimization with probabilistic constraints for power-efficient and secure SWIPT
Le, T., Vien, Q., Nguyen, H., Ng, D. and Schober, R. 2016. Robust optimization with probabilistic constraints for power-efficient and secure SWIPT. 2016 IEEE Global Communications Conference (GLOBECOM). Washington, DC, USA 04 - 08 Dec 2016 IEEE. pp. 1-7 https://doi.org/10.1109/GLOCOM.2016.7842232
Architecture for public safety network using D2D communication
Ali, K., Nguyen, H., Shah, P., Vien, Q. and Bhuvanasundaram, N. 2016. Architecture for public safety network using D2D communication. 2016 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). Doha, Qatar 03 - 06 Apr 2016 IEEE. pp. 206-211 https://doi.org/10.1109/WCNCW.2016.7552700
Enhancing secrecy rate in cognitive radio networks via stackelberg game
Al Talabani, A., Deng, Y., Nallanathan, A. and Nguyen, H. 2016. Enhancing secrecy rate in cognitive radio networks via stackelberg game. IEEE Transactions on Communications. 64 (11), pp. 4764-4775. https://doi.org/10.1109/TCOMM.2016.2589931
A secure network coding based modify-and-forward scheme for cooperative wireless relay networks
Vien, Q., Le, T., Nguyen, H. and Phan, H. 2016. A secure network coding based modify-and-forward scheme for cooperative wireless relay networks. 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring). Nanjing, China 15 - 18 May 2016 IEEE. pp. 1-5 https://doi.org/10.1109/VTCSpring.2016.7504104
A hybrid double-threshold based cooperative spectrum sensing over fading channels
Vien, Q., Nguyen, H., Trestian, R., Shah, P. and Gemikonakli, O. 2016. A hybrid double-threshold based cooperative spectrum sensing over fading channels. IEEE Transactions on Wireless Communications. 15 (3), pp. 1821-1834. https://doi.org/10.1109/TWC.2015.2496598
Compression-based technique for SDN using sparse-representation dictionary
Al-Jawad, A., Shah, P., Gemikonakli, O. and Trestian, R. 2016. Compression-based technique for SDN using sparse-representation dictionary. 15th IEEE/IFIP Network Operations and Management Symposium (NOMS 2016). Istanbul, Turkey 25 - 29 Apr 2016 IEEE. pp. 754-758 https://doi.org/10.1109/NOMS.2016.7502892
Non-orthogonal multiple access for wireless downlink in cloud radio access networks
Vien, Q., Ogbonna, N., Nguyen, H., Trestian, R. and Shah, P. 2015. Non-orthogonal multiple access for wireless downlink in cloud radio access networks. in: 21th European Wireless Conference; Proceedings of European Wireless 2015 VDE. pp. 434-439
Performance analysis of cooperative spectrum sensing for cognitive wireless radio networks over Nakagami-m fading channels
Vien, Q., Nguyen, H., Trestian, R., Shah, P. and Gemikonakli, O. 2014. Performance analysis of cooperative spectrum sensing for cognitive wireless radio networks over Nakagami-m fading channels. in: 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) IEEE. pp. 738-742
Towards connecting people, locations and real-world events in a cellular network [conference item]
Trestian, R., Shah, P., Nguyen, H., Vien, Q., Gemikonakli, O. and Barn, B. 2015. Towards connecting people, locations and real-world events in a cellular network [conference item]. The main conference on the scientific analysis of mobile phone datasets (NetMob), Orange D4D Challenge. MIT Media Lab, USA 07 - 10 Apr 2015
Enhancing throughput of cognitive radio system with multiple power levels for primary users
Khomejani, S., Nallanathan, A., Nguyen, H. and Aghvami, H. 2015. Enhancing throughput of cognitive radio system with multiple power levels for primary users. 2015 22nd International Conference on Telecommunications (ICT). Sydney, NSW, Australia 27 - 29 Apr 2015 https://doi.org/10.1109/ICT.2015.7124647
A novel chaos based cost function for power control of cognitive radio networks
Al Talabani, A., Nallanathan, A. and Nguyen, H. 2015. A novel chaos based cost function for power control of cognitive radio networks. IEEE Communications Letters. 19 (4), pp. 657-660. https://doi.org/10.1109/LCOMM.2014.2385068
URAN: utility-based reputation-oriented access network selection strategy for HetNets
Bi, T., Yuan, Z., Trestian, R. and Muntean, G. 2015. URAN: utility-based reputation-oriented access network selection strategy for HetNets. IEEE BMSB 2015. Ghent, Belgium 17 - 19 Jun 2015 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/BMSB.2015.7177266
E2DOAS: user experience meets energy saving for multi-device adaptive video delivery
Zou, L., Trestian, R. and Muntean, G. 2015. E2DOAS: user experience meets energy saving for multi-device adaptive video delivery. 1st International Workshop on Quality of Experience - Based Wireless Communications, INFOCOM. Hong Kong 26 Apr - 01 May 2015 Institute of Electrical and Electronics Engineers (IEEE). pp. 444-449 https://doi.org/10.1109/INFCOMW.2015.7179425
Performance evaluation of MADM-based methods for network selection in a multimedia wireless environment
Trestian, R., Ormond, O. and Muntean, G. 2014. Performance evaluation of MADM-based methods for network selection in a multimedia wireless environment. Wireless Networks. https://doi.org/10.1007/s11276-014-0882-z
Non-orthogonal multiple access for wireless downlink in cloud radio access networks
Vien, Q., Ogbonna, N., Nguyen, H., Trestian, R. and Shah, P. 2015. Non-orthogonal multiple access for wireless downlink in cloud radio access networks. 21th European Wireless Conference. Budapest, Hungary 20 - 22 May 2015 VDE.
An energy-efficient resource allocation for optimal downlink coverage in heterogeneous wireless cellular networks
Vien, Q., Le, T., Nguyen, H. and Karamanoglu, M. 2015. An energy-efficient resource allocation for optimal downlink coverage in heterogeneous wireless cellular networks. 2015 International Symposium on Wireless Communication Systems (ISWCS). Brussels, Belgium 25 - 28 Aug 2015 IEEE. pp. 156-160 https://doi.org/10.1109/ISWCS.2015.7454318
Cross-layer topology design for network coding based wireless multicasting
Vien, Q., Tu, W., Nguyen, H. and Trestian, R. 2015. Cross-layer topology design for network coding based wireless multicasting. Computer Networks. 88, pp. 27-39. https://doi.org/10.1016/j.comnet.2015.06.005
BaProbSDN: A probabilistic-based QoS routing mechanism for software defined networks
Al-Jawad, A., Trestian, R., Shah, P. and Gemikonakli, O. 2015. BaProbSDN: A probabilistic-based QoS routing mechanism for software defined networks. 1st IEEE Conference on Network Softwarization (NetSoft 2015). London, United Kingdom 13 - 17 Apr 2015 IEEE. pp. 1-5 https://doi.org/10.1109/NETSOFT.2015.7116128
Sum-rate analysis of cell edge users under cooperative NOMA
Bhuvanasundaram, N., Nguyen, H., Trestian, R. and Vien, Q. 2015. Sum-rate analysis of cell edge users under cooperative NOMA. 8th IFIP Wireless and Mobile Networking Conference (WMNC). Munich, Germany 05 - 07 Oct 2015 IEEE. pp. 239-244 https://doi.org/10.1109/WMNC.2015.19
Exploring energy consumption issues for multimedia streaming in LTE HetNet small cells
Trestian, R., Vien, Q., Shah, P. and Mapp, G. 2015. Exploring energy consumption issues for multimedia streaming in LTE HetNet small cells. 2015 IEEE 40th Conference on Local Computer Networks (LCN 2015). Clearwater Beach, Florida, USA 26 - 29 Oct 2015 IEEE. pp. 498-501 https://doi.org/10.1109/LCN.2015.7366362
On the coverage and power allocation for downlink in heterogeneous wireless cellular networks
Vien, Q., Akinbote, T., Nguyen, H., Trestian, R. and Gemikonakli, O. 2015. On the coverage and power allocation for downlink in heterogeneous wireless cellular networks. IEEE International Conference on Communications (ICC 2015). London, UK 08 - 12 Jun 2015 IEEE. pp. 4641-4646 https://doi.org/10.1109/ICC.2015.7249055
Power allocation for HARQ-IR systems under QoS constraints and limited feedback
To, D., Nguyen, H., Vien, Q. and Huang, L. 2015. Power allocation for HARQ-IR systems under QoS constraints and limited feedback. IEEE Transactions on Wireless Communications. 14 (3), pp. 1581-1594. https://doi.org/10.1109/TWC.2014.2370049
Disaster management communication networks: challenges and architecture design
Ali, K., Nguyen, H., Vien, Q. and Shah, P. 2015. Disaster management communication networks: challenges and architecture design. 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops 2015). St. Louis, Missouri, USA 23 - 27 Mar 2015 IEEE. pp. 537-542 https://doi.org/10.1109/PERCOMW.2015.7134094
Secure information transmission and power transfer in cellular networks
Le, T., Nguyen, H., Vien, Q. and Karamanoglu, M. 2015. Secure information transmission and power transfer in cellular networks. IEEE Communications Letters. 19 (9), pp. 1532-1535. https://doi.org/10.1109/LCOMM.2015.2454514
Double-threshold based cooperative spectrum sensing over imperfect channels
Vien, Q., Nguyen, H., Tran, L. and Hong, E. 2015. Double-threshold based cooperative spectrum sensing over imperfect channels. 2015 IEEE Wireless Communications and Networking Conference (WCNC 2015). Orleans, LA, USA 09 - 12 Mar 2015 IEEE. pp. 293-298 https://doi.org/10.1109/WCNC.2015.7127485
On the energy-delay tradeoff and relay positioning of wireless butterfly networks
Vien, Q., Nguyen, H., Stewart, B., Choi, J. and Tu, W. 2015. On the energy-delay tradeoff and relay positioning of wireless butterfly networks. IEEE Transactions on Vehicular Technology. 64 (1), pp. 159-172. https://doi.org/10.1109/TVT.2014.2321229
Enhancing physical layer security of cognitive radio transceiver via chaotic OFDM
Al Talabani, A., Nallanathan, A. and Nguyen, H. 2015. Enhancing physical layer security of cognitive radio transceiver via chaotic OFDM. IEEE International Conference on Communications (ICC 2015). London, UK 08 - 12 Jun 2015 IEEE. pp. 4805-4810 https://doi.org/10.1109/ICC.2015.7249083
On the impact of video content type on the mobile device energy consumption
Trestian, R., Vien, Q., Nguyen, H. and Gemikonakli, O. 2015. On the impact of video content type on the mobile device energy consumption. 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2015). Ghent, Belgium 17 - 19 Jun 2015 https://doi.org/10.1109/BMSB.2015.7177206
ECO-M: energy-efficient cluster-oriented multimedia delivery in a LTE D2D environment
Trestian, R., Vien, Q., Nguyen, H. and Gemikonakli, O. 2015. ECO-M: energy-efficient cluster-oriented multimedia delivery in a LTE D2D environment. IEEE International Conference on Communications (ICC 2015). London, UK 08 - 12 Jun 2015 IEEE. pp. 55-61 https://doi.org/10.1109/ICC.2015.7248298
eWU-TV: user-centric energy-efficient digital TV broadcast over Wi-Fi networks
Singhal, C., De, S., Trestian, R. and Muntean, G. 2015. eWU-TV: user-centric energy-efficient digital TV broadcast over Wi-Fi networks. IEEE Transactions on Broadcasting. 61 (1), pp. 39-55. https://doi.org/10.1109/TBC.2014.2380891
On the perspective transformation for efficient relay placement in wireless multicast networks
Vien, Q., Nguyen, H., Barn, B. and Tran, X. 2015. On the perspective transformation for efficient relay placement in wireless multicast networks. IEEE Communications Letters. 19 (2), pp. 275-278. https://doi.org/10.1109/LCOMM.2014.2387163
RLoad: reputation-based load-balancing network selection strategy for heterogeneous wireless environments
Bi, T., Trestian, R. and Muntean, G. 2013. RLoad: reputation-based load-balancing network selection strategy for heterogeneous wireless environments. Network Protocols (ICNP), 2013: 21st IEEE International Conference on. Goettingen, Germany 07 - 10 Oct 2013 pp. 1-3
eSMART: energy-efficient scalable multimedia broadcast for heterogeneous users
Singhal, C., Trestian, R., De, S. and Muntean, G. 2014. eSMART: energy-efficient scalable multimedia broadcast for heterogeneous users. A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2014: IEEE 15th International Symposium on. Sydney, NSW, Australia 19 Jun 2014 pp. 1-6
Enhanced power-friendly access network selection strategy for multimedia delivery over heterogeneous wireless networks
Trestian, R., Ormond, O. and Muntean, G. 2014. Enhanced power-friendly access network selection strategy for multimedia delivery over heterogeneous wireless networks. IEEE Transactions on Broadcasting. 60 (1), pp. 85-101. https://doi.org/10.1109/TBC.2014.2301282
Joint optimization of user-experience and energy-efficiency in wireless multimedia broadcast
Singhal, C., De, S., Trestian, R. and Muntean, G. 2013. Joint optimization of user-experience and energy-efficiency in wireless multimedia broadcast. IEEE Transactions on Mobile Computing. 13 (7), pp. 1522-1535. https://doi.org/10.1109/TMC.2013.138
Distributed space-time-frequency block code for cognitive wireless relay networks
Vien, Q., Stewart, B., Nguyen, H. and Gemikonakli, O. 2014. Distributed space-time-frequency block code for cognitive wireless relay networks. IET Communications. 8 (5), pp. 754-766. https://doi.org/10.1049/iet-com.2013.0374
Cross-layer optimisation for topology design of wireless multicast networks via network coding
Vien, Q., Tu, W., Nguyen, H. and Trestian, R. 2014. Cross-layer optimisation for topology design of wireless multicast networks via network coding. 39th Annual IEEE Conference on Local Computer Networks. https://doi.org/10.1109/LCN.2014.6925818
Performance analysis of cooperative spectrum sensing for cognitive wireless radio networks over Nakagami-m fading channels
Vien, Q., Nguyen, H., Trestian, R., Shah, P. and Gemikonakli, O. 2014. Performance analysis of cooperative spectrum sensing for cognitive wireless radio networks over Nakagami-m fading channels. 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). Washington DC, DC, USA 02 - 05 Sep 2014 Institute of Electrical and Electronics Engineers (IEEE). pp. 738-742 https://doi.org/10.1109/PIMRC.2014.7136262
Cross-layer optimisation for topology design of wireless multicast networks via network coding
Vien, Q., Tu, W., Nguyen, H. and Trestian, R. 2014. Cross-layer optimisation for topology design of wireless multicast networks via network coding. 39th IEEE Conference on Local Computer Networks (LCN). Edmonton, Canada 08 - 11 Sep 2014 IEEE. pp. 466-469 https://doi.org/10.1109/LCN.2014.6925818
Resource allocation for HARQ-IR systems with QoS constraints and limited feedback
To, D., Nguyen, H., Vien, Q. and Huang, L. 2014. Resource allocation for HARQ-IR systems with QoS constraints and limited feedback. 2014 IEEE Global Communications Conference. Austin, TX, USA 08 - 12 Dec 2014 IEEE. pp. 4226-4231 https://doi.org/10.1109/GLOCOM.2014.7037471
An efficient hybrid double-threshold based energy detection for cooperative spectrum sensing
Vien, Q., Nguyen, H. and Le-Ngoc, T. 2014. An efficient hybrid double-threshold based energy detection for cooperative spectrum sensing. 27th Biennial Symposium on Communications (QBSC). Kingston, ON, Canada 01 - 04 Jun 2014 IEEE. pp. 42-46 https://doi.org/10.1109/QBSC.2014.6841181
Relay selection for efficient HARQ-IR protocols in relay-assisted multisource multicast networks
Vien, Q., Nguyen, H., Shah, P., Ever, E. and To, D. 2014. Relay selection for efficient HARQ-IR protocols in relay-assisted multisource multicast networks. IEEE 79th Vehicular Technology Conference: VTC2014-Spring. Seoul, Korea (South) 18 - 21 May 2014 IEEE. pp. 1-5 https://doi.org/10.1109/VTCSpring.2014.7023073
An efficient cooperative spectrum sensing under bandwidth constraint with user selection
Vien, Q., Nguyen, H., Gemikonakli, O. and Barn, B. 2014. An efficient cooperative spectrum sensing under bandwidth constraint with user selection. 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall). Vancouver, BC, Canada 14 - 17 Sep 2014 IEEE. pp. 1-5 https://doi.org/10.1109/VTCFall.2014.6965868
eDOAS: energy-aware device-oriented adaptive multimedia scheme for Wi-Fi offload
Zou, L., Trestian, R. and Muntean, G. 2014. eDOAS: energy-aware device-oriented adaptive multimedia scheme for Wi-Fi offload. 2014 IEEE Wireless Communications and Networking Conference (WCNC). Istanbul, Turkey 06 - 09 Apr 2014 pp. 2916-2921 https://doi.org/10.1109/WCNC.2014.6952915
Network coding-based channel quality indicator reporting for two-way multi-relay networks
Vien, Q. and Nguyen, H. 2014. Network coding-based channel quality indicator reporting for two-way multi-relay networks. Wireless Communications and Mobile Computing. 14 (15), pp. 1471-1483. https://doi.org/10.1002/wcm.2296
Performance analysis of cooperative transmission for cognitive wireless relay networks
Vien, Q., Nguyen, H., Gemikonakli, O. and Barn, B. 2013. Performance analysis of cooperative transmission for cognitive wireless relay networks. 2013 IEEE Global Communications Conference (GLOBECOM). Atlanta, GA, USA 09 - 13 Dec 2013 IEEE. pp. 4186-4191 https://doi.org/10.1109/GLOCOM.2013.6831730
Power save-based adaptive multimedia delivery mechanism
McMullin, D., Trestian, R. and Muntean, G. 2009. Power save-based adaptive multimedia delivery mechanism. The 9th Information Technology and Telecommunications Conference (IT&T). Dublin, Ireland 22 - 23 Oct 2009
Reputation-based network selection solution in heterogeneous wireless network environments
Bi, T., Trestian, R. and Muntean, G. 2013. Reputation-based network selection solution in heterogeneous wireless network environments. Information Technology and Telecommunications Conference (IT&T). Ireland 09 - 10 May 2013
Device-oriented energy-aware utility-based priority scheduler for video streaming over LTE system
Zou, L., Trestian, R. and Muntean, G. 2013. Device-oriented energy-aware utility-based priority scheduler for video streaming over LTE system. Information Technology and Telecommunications Conference (IT&T). Ireland 09 - 10 May 2013
Location-aware alert system for mobile devices
Sibley, P., Trestian, R. and Muntean, G. 2013. Location-aware alert system for mobile devices. IEEE International Conference on Communications (ICC 2013). Budapest, Hungary 09 - 13 Jun 2013
On the impact of wireless network traffic location and access technology on the mobile device energy consumption
Trestian, R., Ormond, O. and Muntean, G. 2012. On the impact of wireless network traffic location and access technology on the mobile device energy consumption. 2012 IEEE 37th Conference on Local Computer Networks (LCN). Clearwater, FL 22 - 25 Oct 2012 pp. 200-203
Quality utility modelling for multimedia applications for Android mobile devices
Trestian, R., Moldovan, A., Muntean, C., Ormond, O. and Muntean, G. 2012. Quality utility modelling for multimedia applications for Android mobile devices. 2012 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). Seoul 27 - 29 Jun 2012 pp. 1-6
Power-friendly access network selection strategy for heterogeneous wireless multimedia networks
Trestian, R., Ormond, O. and Muntean, G. 2010. Power-friendly access network selection strategy for heterogeneous wireless multimedia networks. 2010 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). Shanghai, China 24 - 26 Mar 2010 pp. 1-5
Performance of an adaptive multimedia mechanism in a wireless multi-user environment
Trestian, R., Ormond, O. and Muntean, G. 2010. Performance of an adaptive multimedia mechanism in a wireless multi-user environment. 2010 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). Shanghai, China 24 - 26 Mar 2010 pp. 1-5
MiceTrap: scalable traffic engineering of datacenter mice flows using OpenFlow
Trestian, R., Muntean, G. and Katrinis, K. 2013. MiceTrap: scalable traffic engineering of datacenter mice flows using OpenFlow. IFIP/IEEE International Symposium on Integrated Network Management (IM 2013). Ghent, Belgium 27 - 31 May 2013 pp. 904-907
Game theory-based network selection: solutions and challenges
Trestian, R., Ormond, O. and Muntean, G. 2012. Game theory-based network selection: solutions and challenges. IEEE Communications Surveys and Tutorials. 14 (4), pp. 1212-1231. https://doi.org/10.1109/SURV.2012.010912.00081
Signal strength-based adaptive multimedia delivery mechanism
Trestian, R., Muntean, G. and Ormond, O. 2009. Signal strength-based adaptive multimedia delivery mechanism. in: 2009 IEEE 34th Conference on Local Computer Networks IEEE. pp. 297-300
Energy-quality-cost tradeoff in a multimedia-based heterogeneous wireless network environment
Trestian, R., Ormond, O. and Muntean, G. 2013. Energy-quality-cost tradeoff in a multimedia-based heterogeneous wireless network environment. IEEE Transactions on Broadcasting. 59 (2), pp. 340-357. https://doi.org/10.1109/TBC.2013.2244790
Energy consumption analysis of video streaming to Android mobile devices
Trestian, R., Moldovan, A., Ormond, O. and Muntean, G. 2012. Energy consumption analysis of video streaming to Android mobile devices. in: 2012 IEEE Network Operations and Management Symposium IEEE. pp. 444-452
Optimal relay positioning for green wireless network-coded butterfly networks
Vien, Q., Nguyen, H. and Tu, W. 2013. Optimal relay positioning for green wireless network-coded butterfly networks. IEEE 24th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). London, UK 08 - 11 Sep 2013 IEEE. pp. 286-290 https://doi.org/10.1109/PIMRC.2013.6666147
DOAS: device-oriented adaptive multimedia scheme for 3GPP LTE systems
Zou, L., Trestian, R. and Muntean, G. 2013. DOAS: device-oriented adaptive multimedia scheme for 3GPP LTE systems. IEEE 24th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). London, UK 08 - 11 Sep 2013 https://doi.org/10.1109/PIMRC.2013.6666505
Reputation-based network selection solution for improved video delivery quality in heterogeneous wireless network environments
Bi, T., Trestian, R. and Muntean, G. 2013. Reputation-based network selection solution for improved video delivery quality in heterogeneous wireless network environments. 8th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2013). London, UK 05 - 07 Jun 2013 https://doi.org/10.1109/BMSB.2013.6621734
A utility-based priority scheduling scheme for multimedia delivery over LTE networks
Zou, L., Trestian, R. and Muntean, G. 2013. A utility-based priority scheduling scheme for multimedia delivery over LTE networks. 8th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2013). London, UK 05 - 07 Jun 2013 IEEE. https://doi.org/10.1109/BMSB.2013.6621745.
Cooperative retransmission for wireless regenerative multirelay networks
Vien, Q., Stewart, B., Tianfield, H. and Nguyen, H. 2013. Cooperative retransmission for wireless regenerative multirelay networks. IEEE Transactions on Vehicular Technology. 62 (2), pp. 735-747. https://doi.org/10.1109/TVT.2012.2224393
On the energy efficiency of HARQ-IR protocols for wireless network-coded butterfly networks
Vien, Q., Stewart, B., Choi, J. and Nguyen, H. 2013. On the energy efficiency of HARQ-IR protocols for wireless network-coded butterfly networks. 2013 IEEE Wireless Communications and Networking Conference (WCNC). Shanghai, China 07 - 10 Apr 2013 IEEE. pp. 2559-2564 https://doi.org/10.1109/WCNC.2013.6554964
Efficient cooperative spectrum sensing for three-hop cognitive wireless relay networks
Vien, Q., Stewart, B., Tianfield, H. and Nguyen, H. 2013. Efficient cooperative spectrum sensing for three-hop cognitive wireless relay networks. IET Communications. 7 (2), pp. 119-127. https://doi.org/10.1049/iet-com.2012.0249
An efficient network coded ARQ for multisource multidestination relay networks over mixed flat fading channels
Vien, Q., Stewart, B., Tianfield, H., Nguyen, H. and Choi, J. 2013. An efficient network coded ARQ for multisource multidestination relay networks over mixed flat fading channels. AEÜ - International Journal of Electronics and Communications. 67 (4), pp. 282-288. https://doi.org/10.1016/j.aeue.2012.08.013
Outage probability of regenerative protocols for two-source two-destination networks
Vien, Q., Stewart, B. and Nguyen, H. 2013. Outage probability of regenerative protocols for two-source two-destination networks. Wireless Personal Communications. 69 (4), pp. 1969-1981. https://doi.org/10.1007/s11277-012-0673-8
Network coding-based block acknowledgement scheme for wireless regenerative relay networks
Vien, Q., Nguyen, H., Choi, J., Stewart, B. and Tianfield, H. 2012. Network coding-based block acknowledgement scheme for wireless regenerative relay networks. IET Communications. 6 (16), pp. 2593-2601. https://doi.org/10.1049/iet-com.2011.0681
An efficient retransmission strategy for multi-source multi-destination relay networks over Rayleigh flat fading channels.
Vien, Q., Tianfield, H., Stewart, B., Nguyen, H. and Choi, J. 2011. An efficient retransmission strategy for multi-source multi-destination relay networks over Rayleigh flat fading channels. The 14th International Symposium on Wireless Personal Multimedia Communications (WPMC'11). Brest, France 03 - 06 Oct 2011 IEEE.
Power allocation for multiband coded OFDM systems with limited feedback
To, D., Nguyen, H., Choi, J. and Choi, S. 2011. Power allocation for multiband coded OFDM systems with limited feedback. The 2011 IEEE Vehicular Technology Conference (VTC2011-Fall). San Francisco, US 05 - 08 Sep 2011 IEEE. pp. 1-5 https://doi.org/10.1109/VETECF.2011.6093066
Signal detection for 3GPP LTE downlink: algorithm and implementation.
Nguyen, H. 2011. Signal detection for 3GPP LTE downlink: algorithm and implementation. International Journal on Advances in Telecommunications. 4 (1 & 2), pp. 34-47.
An efficient cooperative retransmission for wireless regenerative relay networks
Vien, Q., Stewart, B., Tianfield, H. and Nguyen, H. 2012. An efficient cooperative retransmission for wireless regenerative relay networks. 2012 IEEE Global Communications Conference (GLOBECOM). Anaheim, CA, USA 03 - 07 Dec 2012 IEEE. pp. 4417-4422 https://doi.org/10.1109/GLOCOM.2012.6503813
CQI reporting strategies for nonregenerative two-way relay networks
Vien, Q. and Nguyen, H. 2012. CQI reporting strategies for nonregenerative two-way relay networks. 2012 IEEE Wireless Communications and Networking Conference. Paris, France 01 - 04 Apr 2012 IEEE. pp. 974-979 https://doi.org/10.1109/WCNC.2012.6214516
Network coding-based block ACK for wireless relay networks.
Vien, Q., Nguyen, H., Choi, J., Stewart, B. and Tianfield, H. 2011. Network coding-based block ACK for wireless relay networks. IEEE. https://doi.org/10.1109/VETECS.2011.5956413
Iterative OFDM receiver with channel estimation and frequency-offset compensation.
Nguyen, H., Choi, J. and Institute of Electrical and Electronics Engineers 2006. Iterative OFDM receiver with channel estimation and frequency-offset compensation. IEEE. https://doi.org/10.1109/ICC.2006.255362
Optimum performance model of ARQ protocol under adaptive modulation scheme.
Li, Y., Nguyen, H., Xing, W. and Institute of Electrical and Electronics Engineers 2008. Optimum performance model of ARQ protocol under adaptive modulation scheme. IEEE. pp. 225-229 https://doi.org/10.1109/ICC.2008.49
Layered groupwise STBC: list-based decoding using flexible length.
Nguyen, H., Choi, J. and Institute of Electrical and Electronics Engineers 2008. Layered groupwise STBC: list-based decoding using flexible length. IEEE. pp. 703-707 https://doi.org/10.1109/ISSSTA.2008.137
An efficient signal detection algorithm for 3GPP LTE downlink.
Nguyen, H. 2010. An efficient signal detection algorithm for 3GPP LTE downlink. Palelogu, C. (ed.) IEEE. pp. 77-81 https://doi.org/10.1109/ICDT.2010.22
Performance bounds for MMSE-based signal detection in LTE downlink
Nguyen, H. 2010. Performance bounds for MMSE-based signal detection in LTE downlink. IEEE.
Network coding-based ARQ retransmission strategies for two-way wireless relay networks.
Vien, Q., Tran, L., Nguyen, H. and Institute of Electrical and Electronics Engineers 2010. Network coding-based ARQ retransmission strategies for two-way wireless relay networks. IEEE. pp. 180-184
Efficient ARQ retransmission schemes for two-way relay networks.
Vien, Q., Tran, L. and Nguyen, H. 2011. Efficient ARQ retransmission schemes for two-way relay networks. Journal of Communication Software and Systems. 7 (1).
Radio-over-fibre to increase effective coverage of motorway access networks.
Xing, W., Li, Y., Nguyen, H. and Zheng, J. 2009. Radio-over-fibre to increase effective coverage of motorway access networks. International Journal of Communication Networks and Distributed Systems. 2 (2/3), pp. 331-351. https://doi.org/10.1504/IJCNDS.2009.022338
Iterative (turbo processing) receiver design of OFDM systems in the presence of carrier frequency offset.
Nguyen, H., Choi, J. and Tianfield, H. 2010. Iterative (turbo processing) receiver design of OFDM systems in the presence of carrier frequency offset. International Transactions on Systems Science and Applications. 6 (1), pp. 82-93.
Reputation-based network selection mechanism using game theory
Trestian, R., Ormond, O. and Muntean, G. 2011. Reputation-based network selection mechanism using game theory. Physical Communication. 4 (3), pp. 156-171. https://doi.org/10.1016/j.phycom.2011.06.004
Multi-group linear turbo equalization with intercell interference cancellation for MC-CDMA cellular systems.
Nguyen, H., Choi, J., Kim, S. and Nam, J. 2010. Multi-group linear turbo equalization with intercell interference cancellation for MC-CDMA cellular systems. Wireless Communications and Mobile Computing. 10 (8), pp. 1102-1112. https://doi.org/10.1002/wcm.825
Reactive service location in IEEE WAVE
Cruz, A., Boutaleb, T., Nguyen, H. and Tianfield, H. 2010. Reactive service location in IEEE WAVE. IEEE. pp. 534-540 https://doi.org/10.1109/WIMOB.2010.5645016
Low complexity SIC-based MIMO detection with list generation in the LR domain
Choi, J. and Nguyen, H. 2009. Low complexity SIC-based MIMO detection with list generation in the LR domain. 2009 IEEE Global Telecommunications Conference. Honolulu, HI, USA 30 Nov - 04 Dec 2009 IEEE. pp. 1-6 https://doi.org/10.1109/GLOCOM.2009.5425477
An efficient space-time coding scheme using list-based decoding
Nguyen, H. 2009. An efficient space-time coding scheme using list-based decoding. Ismail, M., Ali, B. and Hafizal, M. (ed.) 9th Malaysia International Conference on Communications. Kuala Lumpur, Malaysia 15 - 17 Dec 2009 IEEE. pp. 623-628 https://doi.org/10.1109/MICC.2009.5431554
SIC-based detection with list and lattice reduction for MIMO channels
Choi, J. and Nguyen, H. 2009. SIC-based detection with list and lattice reduction for MIMO channels. IEEE Transactions on Vehicular Technology. 58 (7), pp. 3786-3790. https://doi.org/10.1109/TVT.2009.2013472
High-rate groupwise STBC using low-complexity SIC based receiver
Nguyen, H., Choi, J. and Le-Ngoc, T. 2009. High-rate groupwise STBC using low-complexity SIC based receiver. IEEE Transactions on Wireless Communications. 8 (9), pp. 4677-4687. https://doi.org/10.1109/TWC.2009.081115
WiMAX fast-moving access network.
Xing, W., Nguyen, H. and Li, Y. 2008. WiMAX fast-moving access network. IEEE Wireless communication and networking conference (WCNC 2008). Las Vegas, NV, USA 31 Mar - 03 Apr 2008 IEEE. pp. 2663-2668 https://doi.org/10.1109/WCNC.2008.467
Joint design of groupwise STBC and SIC based receiver
Nguyen, H. and Choi, J. 2008. Joint design of groupwise STBC and SIC based receiver. IEEE Communications Letters. 12 (2), pp. 115-117. https://doi.org/10.1109/LCOMM.2008.071613
Iterative detection for MIMO-ISI channels using soft decision feedback
Nguyen, H. and Choi, J. 2007. Iterative detection for MIMO-ISI channels using soft decision feedback. 65th IEEE Vehicular Technology Conference - VCTC2007-Spring. Dublin, Ireland 22 - 25 Apr 2007 IEEE. pp. 2019-2022 https://doi.org/10.1109/VETECS.2007.418
Decision feedback detection for MIMO-ISI channels: design using fixed and adaptive constraints
Nguyen, H. and Choi, J. 2007. Decision feedback detection for MIMO-ISI channels: design using fixed and adaptive constraints. IEEE Transactions on Vehicular Technology. 56 (6), pp. 3931-3937. https://doi.org/10.1109/TVT.2007.901873
Iterative symbol-by-symbol decision feedback detection for MIMO-ISI channels
Nguyen, H. and Choi, J. 2006. Iterative symbol-by-symbol decision feedback detection for MIMO-ISI channels. APCCAS 2006: IEEE Asia Pacific Conference on Circuits and Systems. Singapore 04 - 07 Dec 2006 IEEE. pp. 139-142 https://doi.org/10.1109/APCCAS.2006.342333
Iterative channel estimation and turbo decoding in OFDM systems
Nguyen, H. and Choi, J. 2005. Iterative channel estimation and turbo decoding in OFDM systems. 62nd IEEE Vehicular Technology Conference -VTC-2005-Fall. Dallas, TX, USA 25 - 28 Sep 2005 IEEE. pp. 166-170 https://doi.org/10.1109/VETECF.2005.1557493
On the constrained MMSE decision feedback equalization for MIMO wireless systems
Nguyen, H. and Choi, J. 2005. On the constrained MMSE decision feedback equalization for MIMO wireless systems. 2005 Asia-Pacific Conference on Communications. Perth, WA, Australia 05 - 05 Oct 2005 IEEE. pp. 329-333 https://doi.org/10.1109/APCC.2005.1554074
Reduced-rank adaptive time-domain channel estimation for OFDM systems
Nguyen, H. and Choi, J. 2004. Reduced-rank adaptive time-domain channel estimation for OFDM systems. ICCS 2004: 9th International Conference on Communications Systems. Singapore 07 - 07 Sep 2004 IEEE. pp. 135-139 https://doi.org/10.1109/ICCS.2004.1359354