19972020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

2020

Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

Chen, X., Wu, C., Chen, T., Zhang, H., Liu, Z., Zhang, Y. & Bennis, M., Apr 2020, In : IEEE Transactions on Wireless Communications. 19, 4, p. 2268-2281 14 p., 8954939.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

A VDTN scheme with enhanced buffer management

Du, Z., Wu, C., Chen, X., Wang, X., Yoshinaga, T. & Ji, Y., 1 Apr 2020, In : Wireless Networks. 26, 3, p. 1537-1548 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Edge-Based V2X communications with big data intelligence

Guleng, S., Wu, C., Liu, Z. & Chen, X., 1 Jan 2020, In : IEEE Access. 8, p. 8603-8613 11 p., 8951087.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
1 Citation (Scopus)

GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing

Hua, Y., Li, R., Zhao, Z., Chen, X. & Zhang, H., Feb 2020, In : IEEE Journal on Selected Areas in Communications. 38, 2, p. 334-349 16 p., 8931561.

Research output: Contribution to journalArticleScientificpeer-review

Resource Awareness in Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems

Chen, X., Chen, T., Zhao, Z., Zhang, H., Bennis, M. & Ji, Y., 2020, 2020 IEEE 91st Vehicular Technology Conference, VTC Spring 2020 - Proceedings. IEEE Institute of Electrical and Electronic Engineers, 6 p. (IEEE Vehicular Technology Conference, Vol. 2020-May).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Spectrum access options for vertical network service providers in 5G

Vuojala, H., Mustonen, M., Chen, X., Kujanpää, K., Ruuska, P., Höyhtyä, M., Matinmikko-Blue, M., Kalliovaara, J., Talmola, P. & Nyström, A-G., May 2020, In : Telecommunications Policy. 44, 4, 101903.

Research output: Contribution to journalArticleScientificpeer-review

2019

Age of information-aware multi-tenant resource orchestration in network slicing

Chen, X., Wu, C., Chen, T., Wu, N., Zhang, H. & Ji, Y., Aug 2019, Proceedings - IEEE 17th International Conference on Dependable, Autonomic and Secure Computing, IEEE 17th International Conference on Pervasive Intelligence and Computing, IEEE 5th International Conference on Cloud and Big Data Computing, 4th Cyber Science and Technology Congress, DASC-PiCom-CBDCom-CyberSciTech 2019. IEEE Institute of Electrical and Electronic Engineers, p. 1001-1007 7 p. 8890362

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications

Chen, X., Wu, C., Zhang, H., Zhang, Y., Bennis, M. & Vuojala, H., 2019, 2019 IEEE International Conference on Communications, ICC 2019. IEEE Institute of Electrical and Electronic Engineers, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

1 Citation (Scopus)

Decentralized Trust Evaluation in Vehicular Internet of Things

Guleng, S., Wu, C., Chen, X., Wang, X., Yoshinaga, T. & Ji, Y., 17 Jan 2019, In : IEEE Access. 7, p. 15980-15988 9 p., 8616885.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
10 Citations (Scopus)

Deep Learning with Long Short-Term Memory for Time Series Prediction

Hua, Y., Zhao, Z., Li, R., Chen, X., Liu, Z. & Zhang, H., 1 Jun 2019, In : IEEE Communications Magazine. 57, 6, p. 114-119 6 p., 8663965.

Research output: Contribution to journalArticleScientificpeer-review

20 Citations (Scopus)

Deep reinforcement learning for D2D transmission in unlicensed bands

Zou, Z., Yin, R., Chen, X. & Wu, C., 2019, 2019 IEEE/CIC International Conference on Communications Workshops in China, ICCC Workshops 2019. IEEE Institute of Electrical and Electronic Engineers, p. 42-47 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

1 Citation (Scopus)

Integrating Licensed and Unlicensed Spectrum in the Internet of Vehicles with Mobile Edge Computing

Wu, C., Chen, X., Yoshinaga, T., Ji, Y. & Zhang, Y., 2019, In : IEEE Network. 33, 4, p. 48-53 6 p.

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective

Chen, X., Wu, C., Bennis, M., Zhao, Z. & Han, Z., 1 May 2019, In : IEEE Transactions on Vehicular Technology. 68, 5, p. 4262-4274 13 p., 8674536.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Learning to Schedule Resources in Software-Defined Radio Access Networks

Chen, X., 21 Feb 2019, 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach

Chen, X., Zhao, Z., Wu, C., Bennis, M., Liu, H., Ji, Y. & Zhang, H., 2019, In : IEEE Journal on Selected Areas in Communications. 37, 10, p. 2377-2392 16 p.

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)

Near-Optimal Data Structure for Approximate Range Emptiness Problem in Information-Centric Internet of Things

Wang, X., Liu, Z., Gao, Y., Zheng, X., Chen, X. & Wu, C., 4 Feb 2019, In : IEEE Access. 7, p. 21857-21869 13 p., 8633895.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
7 Citations (Scopus)

Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning

Chen, X., Zhang, H., Wu, C., Mao, S., Ji, Y. & Bennis, M., 1 Jun 2019, In : IEEE Internet of Things Journal. 6, 3, p. 4005-4018 8493155.

Research output: Contribution to journalArticleScientificpeer-review

53 Citations (Scopus)

Wireless Edge Computing With Latency and Reliability Guarantees

Elbamby, M. S., Perfecto, C., Liu, C. F., Park, J., Samarakoon, S., Chen, X. & Bennis, M., 11 Jun 2019, In : Proceedings of the IEEE.

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)
2018

A context-aware edge-based VANET communication scheme for ITS

An, C., Wu, C., Yoshinaga, T., Chen, X. & Ji, Y., 1 Jul 2018, In : Sensors. 18, 7, 2022.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
6 Citations (Scopus)

An Oblivious Game: Theoretic Approach for Wireless Scheduling in V2V Communications

Chen, X., Wu, C. & Bennis, M., 10 Jan 2018, 2017 IEEE Global Communications Conference GLOBECOM 2017. IEEE Institute of Electrical and Electronic Engineers, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Cluster-Based Content Distribution Integrating LTE and IEEE 802.11p with Fuzzy Logic and Q-Learning

Wu, C., Yoshinaga, T., Chen, X., Zhang, L. & Ji, Y., 1 Feb 2018, In : IEEE Computational Intelligence Magazine. 13, 1, p. 41-50 10 p., 8253732.

Research output: Contribution to journalArticleScientificpeer-review

22 Citations (Scopus)

Deep Reinforcement Learning for Resource Management in Network Slicing

Li, R., Zhao, Z., Sun, Q., Chi-Lin, I., Yang, C., Chen, X., Zhao, M. & Zhang, H., 2018, In : IEEE Access. 6, p. 74429 - 74441 13 p., 8540003.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
34 Citations (Scopus)

HSDRAN: Hierarchical software-defined radio access network for distributed optimization

Yu, R., Xue, G., Bennis, M., Chen, X. & Han, Z., 1 Sep 2018, In : IEEE Transactions on Vehicular Technology. 67, 9, p. 8623-8636 14 p., 7893766.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Massive MIMO power allocation in millimeter wave networks

Liu, H., Tran, C., Lasota, J., Dinh, S., Chen, X. & Ouyang, F., 1 Jan 2018, Wireless Algorithms, Systems, and Applications, WASA 2018. Springer, p. 296-307 12 p. (Lecture Notes in Computer Science, Vol. 10874).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Multipath Transmission Scheduling in Millimeter Wave Cloud Radio Access Networks

Chen, X., Liu, P., Liu, H., Wu, C. & Ji, Y., 27 Jul 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. IEEE Institute of Electrical and Electronic Engineers, 8422564

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2 Citations (Scopus)

Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning

Chen, X., Zhang, H., Wu, C., Mao, S., Ji, Y. & Bennis, M., 2018, 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall). IEEE Institute of Electrical and Electronic Engineers, 6 p. 8690980. (IEEE Vehicular Technology Conference Papers, Vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

13 Citations (Scopus)

Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory

Hua, Y., Zhao, Z., Liu, Z., Chen, X., Li, R. & Zhang, H., 2018, 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall). IEEE Institute of Electrical and Electronic Engineers, 6 p. 8690851. (IEEE Vehicular Technology Conference Papers, Vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

5 Citations (Scopus)

Vehicular Multi-access Edge Computing with licensed Sub-6 GHz, IEEE 802.11p and mmWave

Hu, Q., Wu, C., Zhao, X., Chen, X., Ji, Y. & Yoshinaga, T., 2018, In : IEEE Access. 6, p. 1995-2004 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
27 Citations (Scopus)

Wireless resource scheduling in virtualized radio access networks using stochastic learning

Chen, X., Han, Z., Zhang, H., Xue, G., Xiao, Y. & Bennis, M., 2018, In : IEEE Transactions on Mobile Computing. 17, 4, p. 961-974 14 p.

Research output: Contribution to journalArticleScientificpeer-review

22 Citations (Scopus)
2017

Adapting downlink power in fronthaul-constrained hierarchical software-defined RANs

Chen, X., Han, Z., Chang, Z., Xue, G., Zhang, H. & Bennis, M., 10 May 2017, 2017 IEEE Wireless Communications and Networking Conference (WCNC). IEEE Institute of Electrical and Electronic Engineers, 7925773

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

4 Citations (Scopus)

A Unified Performance Optimization for Secrecy Wireless Information and Power Transfer over Interference Channels

Chen, X., Chen, X. & Liu, T., 2017, In : IEEE Access. 5, p. 12726-12736 11 p., 7967800.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
8 Citations (Scopus)

Database-assisted spectrum sharing in satellite communications: A survey

Höyhtyä, M., Mämmelä, A., Chen, X., Hulkkonen, A., Janhunen, J., Dunat, J-C. & Gardey, J., 2017, In : IEEE Access. 5, 99, p. 25322-25341 20 p., 8101462.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
19 Citations (Scopus)

Delay-tolerant resource scheduling in large-scale virtualized radio access networks

Chen, X., Zhang, H. & Han, Z., 28 Jul 2017, 2017 IEEE International Conference on Communications, ICC 2017. Debbah, M., Gesbert, D. & Mellouk, A. (eds.). IEEE Institute of Electrical and Electronic Engineers, 7996599

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2 Citations (Scopus)

Multihop Data Delivery Virtualization for Green Decentralized IoT

Zhang, L., Wu, C., Yoshinaga, T., Chen, X., Murase, T. & Ji, Y., 1 Jan 2017, In : Wireless Communications and Mobile Computing. 2017, 9805784.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
4 Citations (Scopus)
2016

A double auction mechanism for virtual resource allocation in SDN-based cellular network

Zhang, D., Chang, Z., Yu, F. R., Chen, X. & Hämäläinen, T., 22 Dec 2016, Personal, Indoor, and Mobile Radio Communications (PIMRC), 2016 IEEE 27th Annual International Symposium on. IEEE Institute of Electrical and Electronic Engineers, p. 1-6

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

11 Citations (Scopus)

A network graph approach for network energy saving in small cell networks

Chen, T., Chen, X. & Riggio, R., 2016, Vehicular Technology Conference (VTC Spring), 2016 IEEE 83rd. IEEE Institute of Electrical and Electronic Engineers, p. 1 - 6

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

A zero-determinant approach for power control of multiple wireless operators in LTE unlicensed

Zhang, H., Chen, X. & Han, Z., 6 Feb 2016, Global Communications Conference (GLOBECOM), 2016 IEEE. IEEE Institute of Electrical and Electronic Engineers, p. 1-6

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

1 Citation (Scopus)

Context-aware data caching for 5G heterogeneous small cells networks

Chang, Z., Gu, Y., Han, Z., Chen, X. & Ristaniemi, T., 14 Jul 2016, Communications (ICC), 2016 IEEE International Conference on. IEEE Institute of Electrical and Electronic Engineers, p. 1 - 6

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

29 Citations (Scopus)

Enhancing software-defined RAN with collaborative caching and scalable video coding

Yu, R., Qin, S., Bennis, M., Chen, X., Feng, G., Han, Z. & Xue, G., 14 Jul 2016, Communications (ICC), 2016 IEEE International Conference on. IEEE Institute of Electrical and Electronic Engineers

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

27 Citations (Scopus)

On the dependence between base stations deployment and traffic spatial distribution in cellular networks

Li, M., Zhao, Z., Zhou, Y., Chen, X. & Zhang, H., 30 Jun 2016, Telecommunications (ICT), 2016 23rd International Conference on. IEEE Institute of Electrical and Electronic Engineers, p. 1-5

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)

Reciprocal learning for energy-efficient opportunistic spectrum access in cognitive radio networks

Chen, X., Zhao, Z., Zhang, H., Wu, J. & Chen, T., 19 Apr 2016, Green Communications: Theoretical Fundamentals, Algorithms, and Applications. CRC Press, p. 103-123 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleScientificpeer-review

2015

A distributed ADMM approach for mobile data offloading in software defined network

Liu, L., Chen, X., Bennis, M., Xue, G. & Han, Z., 18 Jun 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC). IEEE Institute of Electrical and Electronic Engineers, p. 1748-1752

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

13 Citations (Scopus)

A learning approach for traffic offloading in stochastic heterogeneous cellular networks

Chen, X., Wu, C., Zhou, Y. & Zhang, H., 10 Sep 2015, Communications (ICC), 2015 IEEE International Conference on. IEEE Institute of Electrical and Electronic Engineers, p. 3347-3351

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

8 Citations (Scopus)

An Intelligent Broadcast Protocol for VANETs Based on Transfer Learning

Wu, C., Chen, X., Ji, Y., Ohzahata, S. & Kato, T., 2015, Vehicular Technology Conference (VTC Spring), 2015 IEEE 81st. p. 1-6

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

12 Citations (Scopus)

A packet size-aware multi-hop broadcast protocol for VANTs based on adaptive redundancy

Wu, C., Chen, X., Ji, Y., Ohzahata, S. & Kato, T., 2015.

Research output: Contribution to conferenceConference articleScientific

Critical technologies towards 5G: Research Results Report

Lasanen, M. (ed.), Anttonen, A., Apilo, O., Aurinsalo, J., Boumard, S., Chen, X., Chen, T., Dufva, T., Evesti, A., Hekkala, A., Hiivala, M., Horsmanheimo, S., Höyhtyä, M., Järvensivu, P., Kim, H., Kotelba, A., Maskey, N., Matinmikko, M., Mustonen, M., Mämmelä, A. & 12 others, Mämmelä, O., Ojanperä, T., Paaso, H., Palola, M., Pinola, J., Piri, E., Rautio, T., Ruponen, S., Sten, J., Suomalainen, J., Tuomimäki, L. & Vehkaperä, J., 2015, VTT Technical Research Centre of Finland. 66 p.

Research output: Book/ReportReport

Editorial for Special Issue on Industrial Networks and Intelligent Systems

Shu, L., Zhang, Y., Chen, X. & Wang, S., 2015, In : Mobile Networks and Applications. 20, 2, p. 121-123

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Efficient broadcasting in VANETs using dynamic backbone and network coding

Wu, C., Chen, X., Ji, Y., Ohzahata, S. & Kato, T., 2015, In : IEEE Transactions on Wireless Communications. 14, 11, p. 6057-6071

Research output: Contribution to journalArticleScientificpeer-review

26 Citations (Scopus)

Energy-efficiency oriented traffic offloading in wireless networks: A brief survey and a learning approach for heterogeneous cellular networks

Chen, X., Wu, J., Cai, Y., Zhang, H. & Chen, T., 2015, In : IEEE Journal on Selected Areas in Communications. 33, 4, p. 627-640

Research output: Contribution to journalArticleScientificpeer-review

160 Citations (Scopus)

Foresighted resource scheduling in software-defined radio access networks

Chen, X., Han, Z., Zhang, H., Bennis, M. & Chen, T., 25 Feb 2015, Signal and Information Processing (GlobalSIP), 2015 IEEE Global Conference on. IEEE Institute of Electrical and Electronic Engineers, p. 128-132

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

4 Citations (Scopus)