OUTLINE
Mobile Edge Computing
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X. Chen, E. G. Larsson, K. Huang, "On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition Over MIMO Channels," IEEE Trans. Signal Process. vol. 71, pp. 4192-4206, 2023 (Available: ArXiv)
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Z. Liang, Y. Liu, T. Lok, and K. Huang, “A Two-Timescale Approach to Mobility Management for Multi-Cell Mobile Edge Computing”, to appear in IEEE Trans. on Wireless Commun.
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G. Zhu, J. Xu, K. Huang, S. Cui, “Over-the-Air Computing for Wireless Data Aggregation in Massive IoT”, to appear in IEEE Wireless Commun. Mag. (ArXiv)
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Z. Liang, Y. Liu, T.-M. Lok, and K. Huang, “Multi-Cell Mobile Edge Computing: Joint Service Migration and Resource Allocation”, to appear in IEEE Trans. Wireless Commun. , vol. 19, no. 11, pp. 7498-7513, Nov. 2020. (ArXiv)
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X. Cao, G. Zhu, J. Xu, and K. Huang, “Optimal Power Control for Over-the-Air Computation in Fading Channels”, IEEE Trans. Wireless Commun. , vol. 19, no. 11, pp. 7498-7513, Nov. 2020. (ArXiv)
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Q. Lan, H. S. Kang, and K. Huang, “Simultaneous Signal-and-Interference Alignment for Two-Cell Over-the-Air Computation”, accepted to IEEE Wireless Commun. Lett., 2020. (ArXiv)
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D. Wen, G. Zhu, and K. Huang, "Reduced-Dimension Design of MIMO Over-the-Air Computing for Data Aggregation in Clustered IoT Networks”, IEEE Trans. Wireless Commun. , vol. 18, no. 11, pp. 5255-5268, Nov. 2019. (ArXiv)
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Z. Liang, Y. Liu, T.-M. Lok, K. Huang, “Multiuser Computation Offloading and Downloading for Edge Computing with Virtualization”, accepted to IEEE Trans. Wireless Commun. . (ArXiv)
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S. Andreev, V. Petrov, K. Huang, M. A. Lema, and M. Dohler, “Dense Moving Fog for Intelligent IoT: Key Challenges and Opportunities”, IEEE Commun. Magazine, vol. 57, no. 5, pp. 34 - 41. (ArXiv)
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X. Li, G. Zhu, Y. Gong, and K. Huang, "Wirelessly Powered Data Aggregation for IoT via Over-the-Air Functional Computation: Beamforming and Power Control", IEEE Trans. on Wireless Commun., vol. 18, no. 7, pp. 3437 - 3452, July 2019. (ArXiv)
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G. Zhu and K. Huang, "MIMO Over-the-Air Computation for High-Mobility Multi-Modal Sensing”, IEEE IoT J., vol. 6, no. 4, pp. 6089 - 6103, Aug. 2019. (ArXiv)
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Y. Tao, C. You, P. Zhang, K. Huang, " Stochastic Control of Computation Offloading to a Helper with a Dynamically Loaded CPU", submitted to IEEE for possible publication. (ArXiv)
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C. You, Y. Zeng, R. Zhang, K. Huang, " Asynchronous Mobile-Edge Computation Offloading: Energy-Efficient Resource Management", IEEE Trans. on Wireless Commun. , vol. 17, no. 11, pp. 7590-7605, Sep. 2018. (ArXiv)
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X. Li, C. You, S. Andreev, Y. Gong, and K. Huang, “Wirelessly Powered Crowd Sensing: Joint Power Transfer, Sensing, Compression, and Transmission”, accepted to IEEE JSAC. (ArXiv)
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S.-W. Ko, K. Han and K. Huang, "Wireless Networks for Mobile Edge Computing: Spatial Modeling and Latency Analysis", accepted to IEEE Trans. on Wireless Commun. , vol.17, no. 8, pp. 5225-5240, June 2018. (ArXiv)
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C. You and K. Huang, "Exploiting Non-Causal CPU-State Information for Energy-Efficient Mobile Cooperative Computing", IEEE Trans. on Wireless Commun. , vol. 17, no. 6, pp. 4104-4117, June 2018. (ArXiv)
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Y. Mao, C. You, J. Zhang, K. Huang and K. B. Letaief, "A Survey on Mobile Edge Computing: The Communication Perspective", IEEE Commun. Surveys Tuts., vol. 19, issue. 4, pp. 2322-2358, 2017. (ArXiv, ESI Highly Cited Paper)
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C. You, K. Huang , H. Chae and B. Kim, “Energy-Efficient Resource Allocation for Mobile-Edge Computation Offloading”, IEEE Trans. on Wireless Commun. , vol. 16, no. 3, pp. 1397-1411, Mar 2017. (ArXiv, ESI Highly Cited Paper)
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S.-W. Ko, K. Huang, S.-L. Kim and H. Chae, "Live Prefetching for Mobile Computation Offloading", IEEE Trans. on Wireless Commun. , vol. 16, no. 5, pp. 3057-3071, May 2017. (ArXiv)
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C. You, K. Huang and H. Chae, “Energy Efficient Mobile Cloud Computing Powered by Wireless Energy Transfer”, IEEE J. Sel. Area on Commun. , vol. 34, no. 5, pp. 1757-1771, May 2016. (ArXiv)
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X. Cao, G. Zhu, J. Xu, K. Huang, “Cooperative Interference Management for Over-the-Air Computation Networks”, to appear in IEEE Trans. on Wireless Commun.. (ArXiv)