Details of Research Outputs

TitleGated recurrent units learning for optimal deployment of visible light communications enabled UAVs
Author (Name in English or Pinyin)
Wang, Y.1,2; Chen, M.3; Yang, Z.4; Hao, X.5; Luo, T.1; Saad, W.6
Date Issued2019-12-01
Conference NameIEEE Global Communications Conference
Source Publication2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings
Conference PlaceWaikoloa, HI, USA
DOI10.1109/GLOBECOM38437.2019.9014310
Indexed BySCOPUS
Firstlevel Discipline信息科学与系统科学
Education discipline科技类
Published range国外学术期刊
References
[1] W. Saad, M. Bennis, and M. Chen, "A vision of 6G wireless systems: Applications, trends, technologies, and open research problems, " IEEE Network, 2019.
[2] A. Farajzadeh, O. Ercetin, and H. Yanikomeroglu, "UAV data collection over NOMA backscatter networks: UAV altitude and trajectory optimization, " in Proc. of IEEE International Conference on Communications, Shanghai, China, May 2019.
[3] M. Mozaffari, W. Saad, M. Bennis, and M. Debbah, "Unmanned aerial vehicle with underlaid device-to-device communications: Performance and tradeoffs, " IEEE Transactions on Wireless Communications, vol. 15, no. 6, pp. 3949-3963, June 2016.
[4] M. Chen, M. Mozaffari, W. Saad, C. Yin, M. Debbah, and C. S. Hong, "Caching in the sky: Proactive deployment of cache-enabled unmanned aerial vehicles for optimized quality-of-experience, " IEEE Journal on Selected Areas in Communications, vol. 35, no. 5, pp. 1046-1061, May 2017.
[5] M. Chen, W. Saad, and C. Yin, "Liquid state machine learning for resource and cache management in LTE-U unmanned aerial vehicle (UAV) networks, " IEEE Transactions on Wireless Communications, vol. 18, no. 3, pp. 1504-1517, Mar. 2019.
[6] Q. Wu, J. Xu, and R. Zhang, "Capacity characterization of UAVenabled two-user broadcast channel, " IEEE Journal on Selected Areas in Communications, vol. 36, no. 9, pp. 1955-1971, Sep. 2018.
[7] Y. Yang, M. Chen, C. Guo, C. Feng, and W. Saad, "Power efficient visible light communication (VLC) with unmanned aerial vehicles (UAVs), " IEEE Communications Letters, pp. 1-4, May 2019.
[8] T. Komine and M. Nakagawa, "Fundamental analysis for visiblelight communication system using LED lights, " IEEE Transactions on Consumer Electronics, vol. 50, no. 1, pp. 100-107, Feb. 2004.
[9] Z. Hu, Z. Zheng, L. Song, T. Wang, and X. Li, "UAV offloading: Spectrum trading contract design for UAV-assisted cellular networks, " IEEE Transactions on Wireless Communications, vol. 17, no. 9, pp. 6093-6107, Sep. 2018.
[10] I. Din and H. Kim, "Energy-efficient brightness control and data transmission for visible light communication, " IEEE Photonics Technology Letters, vol. 26, no. 8, pp. 781-784, April 2014.
[11] G. Celeux, S. Chrétien, and F. Forbes, "A component-wise EM algorithm for mixtures, " Journal of Computational and Graphical Statistics. no. 4 pp. 697-712, Jan. 2012.
[12] K. Cho, B. Merrienboer, C. Gulcehre, D. Bahdanau, F. Bougares, H. Schwenk, and Y. Bengio, "Learning phrase representations using RNN encoder-decoder for statistical machine translation, " in Proc. of Conference on Empirical Methods in Natural Language Processing, Doha, Qatar, Oct. 2014.
[13] M. Chen, U. Challita, W. Saad, C. Yin, and M. Debbah, "Artificial neural networks-based machine learning for wireless networks: A tutorial, " IEEE Communications Surveys Tutorials, to appear, 2019.
[14] Z. Yang, C. Pan, M. Shikh-Bahaei, W. Xu, M. Chen, M. Elkashlan, and A. Nallanathan, "Joint altitude, beamwidth, location and bandwidth optimization for UAV-enabled communications, " IEEE Commun. Lett., vol. 22, no. 8, pp. 1716-1719, Aug. 2018.
[15] NCEI, "NOAA/NCEI-earth observation group-defense meteorological satellite progam, Boulder, " https://www.ngdc.noaa.gov/eog/viirs/download dnb composites.html/.
Citation statistics
Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
Identifierhttps://irepository.cuhk.edu.cn/handle/3EPUXD0A/1253
CollectionFuture Network of Intelligence Institute
School of Science and Engineering
Affiliation
1.Beijing Laboratory of Advanced Information Network, Beijing University of Posts and Telecommunications, Beijing, 100876, China
2.Department of Electrical Engineering, Princeton University, United States
3.Chinese University of Hong Kong, Shenzhen, China
4.Future Network of Intelligence Institute, Chinese University of Hong Kong, Shenzhen, China
5.Centre for Telecommunications Research, Department of Engineering, Kings College London, WC2B 4BG, United Kingdom
6.Wireless at VT, Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, United States
Recommended Citation
GB/T 7714
Wang, Y.,Chen, M.,Yang, Z.et al. Gated recurrent units learning for optimal deployment of visible light communications enabled UAVs[C],2019.
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