19972020

Research output per year

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Research Output

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Conference article in proceedings
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)

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)

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

2018

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

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)
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)

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)
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

10 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

26 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)
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)

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)

Secure beamforming for cognitive radio networks with artificial noise

Wu, Y., Chen, X. & Chen, X., 2015, Wireless Communications & Signal Processing (WCSP), 2015 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

7 Citations (Scopus)
2014

A Game-Theoretic Approach for Optimal Base Station Sleeping in Green Cellular Networks

Zheng, J., Cai, Y., Chen, X., Li, R. & Zhang, H., 2014, Proceedings: Sixth International Conference on Wireless Communications and Signal Processing, WCSP 2014. IEEE Institute of Electrical and Electronic Engineers, 6 p.

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

6 Citations (Scopus)

Greenly offloading traffic in stochastic heterogeneous cellular networks

Chen, X., Chen, T., Wu, S. & Lasanen, M., 2014, Proceedings: 1st International Workshop on Cognitive Cellular Systems, CCS 2014. IEEE Institute of Electrical and Electronic Engineers, 5 p.

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

1 Citation (Scopus)

Intelligent base station management in greener traffic-aware cellular networks

Li, R., Zhao, Z., Chen, X., Louet, Y. & Zhang, H., 17 Oct 2014, 2014 XXXIth URSI General Assembly and Scientific Symposium (URSI GASS). IEEE Institute of Electrical and Electronic Engineers, 6929242

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

Measurements and analysis of spectrum occupancy in the 2.3-2.4 GHz band in Finland and Chicago

Höyhtyä, M., Matinmikko, M., Chen, X., Hallio, J., Auranen, J., Ekman, R., Röning, J., Engelberg, J., Kalliovaara, J., Taher, T., Riaz, A. & Roberson, D., 2014, Proceedings: 9th International Conference on Cognitive Radio Oriented Wireless Networks, 2014. p. 95-101

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

Open Access
13 Citations (Scopus)
2013

Combined learning for energy efficiency in heterogeneous cellular networks

Chen, X., Zhang, H. & Lasanen, M., 2013, Green Cellular 2013: 24th International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC Workshops 2013. IEEE Institute of Electrical and Electronic Engineers, p. 21-25

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

1 Citation (Scopus)

Combined learning for resource allocation in autonomous heterogeneous cellular networks

Chen, X., Zhang, H., Chen, T. & Palicot, J., 2013, Proceedings: IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2013. IEEE Institute of Electrical and Electronic Engineers

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

2 Citations (Scopus)

Improving energy efficiency in green femtocell networks: A hierarchical reinforcement learning framework

Chen, X., Zhang, H., Chen, T. & Lasanen, M., 2013, 2013 IEEE International Conference on Communications (ICC). IEEE Institute of Electrical and Electronic Engineers, p. 2241-2245

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

23 Citations (Scopus)

Reciprocal learning for cognitive medium access

Chen, X., Zhao, Z., Grace, D. & Zhang, H., 2013, Conference proceedings: IEEE Wireless Communications and Networking Conference, WCNC 2013. IEEE Institute of Electrical and Electronic Engineers, p. 89-94

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

3 Citations (Scopus)

Reciprocity inspired learning for opportunistic spectrum access in cognitive radio networks

Chen, X., Chen, T., Cheng, W. & Zhang, H., 2013, Proceedings: 8th International Conference on Cognitive Radio Oriented Wireless Networks, CROWNCOM 2013 . IEEE Institute of Electrical and Electronic Engineers, p. 202-207

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

2 Citations (Scopus)
2012

Energy saving through a learning framework in greener cellular radio access networks

Li, R., Zhao, Z., Chen, X. & Zhang, H., 2012, Proceedings of Globecom 2012. IEEE Institute of Electrical and Electronic Engineers, p. 1556-1561

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

9 Citations (Scopus)
2011

Collaborative spectrum sharing based on information pooling for cognitive radio networks with channel heterogeneity

Wang, L., Chen, X., Zhao, Z. & Zhang, H., 26 Dec 2011, 11th International Symposium on Communications and Information Technologies, ISCIT 2011. IEEE Institute of Electrical and Electronic Engineers, p. 483-488 6092154

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

1 Citation (Scopus)

Exploration vs exploitation for distributed channel access in cognitive radio networks: A multi-user case study

Wang, L., Chen, X., Zhao, Z. & Zhang, H., 26 Dec 2011, 11th International Symposium on Communications and Information Technologies, ISCIT 2011. IEEE Institute of Electrical and Electronic Engineers, p. 360-365 6089953

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

6 Citations (Scopus)
2010

Applying multi-agent Q-learning scheme in cognitive wireless mesh networks for green communications

Chen, X., Zhao, Z., Zhang, H. & Chen, T., 2010, 2010 IEEE 21st International Symposium on Personal, Indoor and Mobile Radio Communications Workshops (PIMRC Workshops): Istanbul, Turkey, 26-30 Sept. 2010. IEEE Institute of Electrical and Electronic Engineers, p. 336-340

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

5 Citations (Scopus)

Green transmit power assignment for cognitive radio networks by applying multi-agent Q-learning approach

Chen, X., Zhao, Z. & Zhang, H., 15 Dec 2010, European Microwave Week 2010, EuMW2010: Connecting the World, Conference Proceedings - European Wireless Technology Conference, EuWiT 2010. IEEE Institute of Electrical and Electronic Engineers, p. 113-116 5615246

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

9 Citations (Scopus)

Power entangling and matching in cognitive wireless mesh networks by applying conjecture based multi-agent QQ-learning approach

Chen, X., Zhao, Z. & Zhang, H., 1 Dec 2010, 2010 IEEE Globecom Workshops, GC'10. IEEE Institute of Electrical and Electronic Engineers, p. 1124-1129 5700110

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

2009

Distributed iterative power allocation in cognitive wireless mesh networks

Chen, X., Zhao, Z., Zhang, H. & Chen, T., 2009, 2009 International Conference on Wireless Communications & Signal Processing, WCSP 2009: Proceedings. Piscataway, NJ: IEEE Institute of Electrical and Electronic Engineers, p. 387-391

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

2 Citations (Scopus)

Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding

Chen, X., Zhao, Z., Zhang, H., Jiang, T. & Grace, D., 1 Dec 2009, 2009 IEEE 20th Personal, Indoor and Mobile Radio Communications Symposium, PIMRC 2009. IEEE Institute of Electrical and Electronic Engineers, 5449924

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

5 Citations (Scopus)