19972020

Research output per year

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Article
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

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

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)

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)

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)

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)

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

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)

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)
2015

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)

Large-scale spatial distribution identification of base stations in cellular networks

Zhou, Y., Zhao, Z., Louet, Y., Ying, Q., Li, R., Zhou, X., Chen, X. & Zhang, H., 2015, In : IEEE Access. 3, p. 2987-2999

Research output: Contribution to journalArticleScientificpeer-review

Open Access
15 Citations (Scopus)

Optimal base station sleeping in green cellular networks: A distributed cooperative framework based on game theory

Zheng, J., Cai, Y., Chen, X., Li, R. & Zhang, H., 2015, In : IEEE Transactions on Wireless Communications. 14, 8, p. 4391-4406

Research output: Contribution to journalArticleScientificpeer-review

54 Citations (Scopus)

Packet Size-aware Broadcasting in VANETs with Fuzzy Logic and RL-based Parameter Adaptation

Wu, C., Chen, X., Ji, Y., Liu, F., Ohzahata, S., Yoshinaga, T. & Kato, T., 2015, In : IEEE Access. 3, p. 2481-2491

Research output: Contribution to journalArticleScientificpeer-review

Open Access
15 Citations (Scopus)

Reciprocally opportunistic spectrum access

Chen, X., Zhang, H., Höyhtyä, M., Lasanen, M. & Palicot, J., 2015, In : Transactions on Emerging Telecommunications Technologies. 26, 8, p. 1073-1085

Research output: Contribution to journalArticleScientificpeer-review

Software defined mobile networks: concept, survey, and research directions

Chen, T., Matinmikko, M., Chen, X., Zhou, X. & Ahokangas, P., 2015, In : IEEE Communications Magazine. 53, 11, p. 126-133

Research output: Contribution to journalArticleScientificpeer-review

120 Citations (Scopus)

Spectrum occupancy measurements in the 2.3-2.4 GHz band: Guidelines for licensed shared access in Finland

Höyhtyä, M., Matinmikko, M., Chen, X., Hallio, J., Auranen, J., Ekman, R., Röning, J., Engelberg, J., Kalliovaara, J., Taher, T., Riaz, A. & Roberson, D., 2015, In : EAI Endorsed Transactions on Cognitive Communications. 1, 2, 11 p., e2.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2014

Predicting Spectrum Occupancies Using a Non-Stationary Hidden Markov Model

Chen, X., Zhang, H., MacKenzie, A. B. & Matinmikko, M., 2014, In : IEEE Wireless Communications Letters. 3, 4, p. 333-336 3 p.

Research output: Contribution to journalArticleScientificpeer-review

18 Citations (Scopus)

SoftMobile: Control evolution for future heterogeneous mobile networks

Chen, T., Zhang, H., Chen, X. & Tirkkonen, O., 2014, In : IEEE Wireless Communications. 21, 6, p. 70-78 8 p.

Research output: Contribution to journalArticleScientificpeer-review

40 Citations (Scopus)

TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks

Li, R., Zhao, Z., Chen, X., Palicot, J. & Zhang, H., 2014, In : IEEE Transactions on Wireless Communications. 13, 4, p. 2000-2011 11 p.

Research output: Contribution to journalArticleScientificpeer-review

64 Citations (Scopus)
2013

Energy-efficient optimization for wireless information and power transfer in large-scale MIMO systems employing energy Beamforming

Chen, X., Wang, X. & Chen, X., 2013, In : IEEE Wireless Communications Letters. 2, 6, p. 667-670 3 p.

Research output: Contribution to journalArticleScientificpeer-review

168 Citations (Scopus)

Planck intermediate results. XII: Diffuse galactic components in the gould belt system

Ade, P. A. R., Aghanim, N., Alves, M. I. R., Arnaud, M., Ashdown, M., Atrio-Barandela, F., Aumont, J., Baccigalupi, C., Balbi, A., Banday, A. J., Barreiro, R. B., Bartlett, J. G., Battaner, E., Bedini, L., Benabed, K., Benoît, A., Bernard, J. P., Bersanelli, M., Bonaldi, A., Bond, J. R. & 161 others, Borrill, J., Bouchet, F. R., Boulanger, F., Burigana, C., Butler, R. C., Cabella, P., Cardoso, J. F., Chen, X., Chiang, L. Y., Christensen, P. R., Clements, D. L., Colombi, S., Colombo, L. P. L., Coulais, A., Cuttaia, F., Davies, R. D., Davis, R. J., De Bernardis, P., De Gasperis, G., De Zotti, G., Delabrouille, J., Dickinson, C., Diego, J. M., Dobler, G., Dole, H., Donzelli, S., Doré, O., Douspis, M., Dupac, X., Enßlin, T. A., Finelli, F., Forni, O., Frailis, M., Franceschi, E., Galeotta, S., Ganga, K., Génova-Santos, R. T., Ghosh, T., Giard, M., Giardino, G., Giraud-Héraud, Y., González-Nuevo, J., Górski, K. M., Gregorio, A., Gruppuso, A., Hansen, F. K., Harrison, D., Hernández-Monteagudo, C., Hildebrandt, S. R., Hivon, E., Hobson, M., Holmes, W. A., Hornstrup, A., Hovest, W., Huffenberger, K. M., Jaffe, T. R., Jaffe, A. H., Juvela, M., Keihänen, E., Keskitalo, R., Kisner, T. S., Knoche, J., Kunz, M., Kurki-Suonio, H., Lagache, G., Lähteenmäki, A., Lamarre, J. M., Lasenby, A., Lawrence, C. R., Leach, S., Leonardi, R., Lilje, P. B., Linden-Vørnle, M., Lubin, P. M., Macías-Pérez, J. F., Maffei, B., Maino, D., Mandolesi, N., Maris, M., Marshall, D. J., Martin, P. G., Martínez-González, E., Masi, S., Massardi, M., Matarrese, S., Mazzotta, P., Melchiorri, A., Mennella, A., Mitra, S., Miville-Deschênes, M. A., Moneti, A., Montier, L., Morgante, G., Mortlock, D., Munshi, D., Murphy, J. A., Naselsky, P., Nati, F., Natoli, P., Nørgaard-Nielsen, H. U., Noviello, F., Novikov, D., Novikov, I., Osborne, S., Oxborrow, C. A., Pajot, F., Paladini, R., Paoletti, D., Peel, M., Perotto, L., Perrotta, F., Piacentini, F., Piat, M., Pierpaoli, E., Pietrobon, D., Plaszczynski, S., Pointecouteau, E., Polenta, G., Popa, L., Poutanen, T., Pratt, G. W., Prunet, S., Puget, J. L., Rachen, J. P., Reach, W. T., Rebolo, R., Reinecke, M., Renault, C., Ricciardi, S., Ristorcelli, I., Rocha, G., Rosset, C., Rubiño-Martín, J. A., Rusholme, B., Salerno, E., Sandri, M., Savini, G., Scott, D., Spencer, L., Stolyarov, V., Sudiwala, R., Suur-Uski, A. S., Sygnet, J. F., Tauber, J. A., Terenzi, L., Tibbs, C. T., Toffolatti, L., Tomasi, M., Tristram, M., Valenziano, L., Van Tent, B., Varis, J., Vielva, P., Villa, F., Vittorio, N., Wade, L. A., Wandelt, B. D., Ysard, N., Yvon, D., Zacchei, A. & Zonca, A., 13 Sep 2013, In : Astronomy and Astrophysics. 557, A53.

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)

Stochastic power adaptation with multi-agent reinforcement learning for cognitive wireless mesh networks

Chen, X., Zhao, Z. & Zhang, H., 2013, In : IEEE Transactions on Mobile Computing. 12, 11, p. 2155-2166 12 p.

Research output: Contribution to journalArticleScientificpeer-review

44 Citations (Scopus)
2010

Reinforcement learning enhanced iterative power allocation in stochastic cognitive wireless mesh networks

Chen, X., Zhao, Z., Zhang, H. & Chen, T., 2010, In : Wireless Personal Communications. 57, 1, p. 89-104 16 p.

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)
2009

Intercluster connection in cognitive wireless mesh networks based on intelligent network coding

Chen, X., Zhao, Z., Jiang, T., Grace, D. & Zhang, H., 9 Dec 2009, In : Eurasip Journal on Advances in Signal Processing. 2009, 141097.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
5 Citations (Scopus)
1997

Adaptive evolution strategies of genetic algorithms and genetic optimization of the traveling salesman problem

Chen, X., Zhuang, Z. & Wang, X., 1 Dec 1997, In : Tien Tzu Hsueh Pao/Acta Electronica Sinica. 25, 7, p. 111-114 4 p.

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)