M. Agiwal, A. Roy and N. Saxena, “Next Generation 5G Wireless Networks: A Comprehensive Survey,” in IEEE Communications Surveys & Tutorials, vol. 18, no. 3, pp. 1617-1655, third quarter 2016.
V. Angelakis, A. Ephremides, Q. He and D. Yuan, “Minimum-time link scheduling for emptying wireless systems: solution characterization and algorithmic framework,” in IEEE Transactions on Information Theory, vol. 60, no. 2, pp. 1083-1100, Feb. 2014.
L. Lei, D. Yuan, C. K. Ho, and S. Sun, “Optimal Cell Clustering and Activation for Energy Saving in Load-Coupled Wireless Networks,” in IEEE Transactions on Wireless Communications, vol. 14, no. 11, pp. 6150-6163, Nov. 2015.
S. Lahoud, K. Khawam, S. Martin, G. Feng, Z. Liang and J. Nasreddine, “Energy-Efficient Joint Scheduling and Power Control in Multi-Cell Wireless Networks,” in IEEE Journal on Selected Areas in Communications, vol. 34, no. 12, pp. 3409-3426, Dec. 2016.
G. D. Nguyen, S. Kompella, C. Kam, J. E. Wieselthier and A. Ephremides, “Minimum-energy link scheduling for emptying wireless networks,” in proc. 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), pp. 207-212, 2015.
K. Rahimi Malekshan and W. Zhuang, “Joint Scheduling and Transmission Power Control in Wireless Ad Hoc Networks,” in IEEE Transactions on Wireless Communications, vol. 16, no. 9, pp. 5982-5993, Sept. 2017.
L. Lei, L. You, Q. He, T. X. Vu, S. Chatzinotas, D. Yuan, and B. Ottersten, “Learning-Assisted Optimization for Energy-Efficient Scheduling in Deadline-Aware NOMA Systems,” IEEE Transactions on Green Communications and Networking, accepted, 2019.
T. O'Shea and J. Hoydis, “An Introduction to Deep Learning for the Physical Layer,” in in IEEE Transactions on Cognitive Communications and Networking, vol. 3, no. 4, pp. 563-575, Dec. 2017.
T. X. Vu, L. Lei, S. Chatzinotas, and B. Ottersten, “Machine Learning based Antenna Selection and Power Allocation in Multi-user MISO Systems,” in Proc. The 2019 International Workshop on Machine Learning for Communications (WMLC 2019), pp. 1-5, Jun. 2019.
Z. Chang, L. Lei, Z. Zhou, S. Mao and T. Ristaniemi, “Learn to Cache: Machine Learning for Network Edge Caching in the Big Data Era,” in IEEE Wireless Communications, vol. 25, no. 3, pp. 28-35, June 2018.
L. Lei, L. You, G. Dai, T. X. Vu, D. Yuan, and S. Chatzinotas, “A deep learning approach for optimizing content delivering in cache-enabled HetNet,” in proc. IEEE International Symposium on Wireless Communication Systems (ISWCS)', 2017.
T. X. Vu, S. Chatzinotas, and B. Ottersten, “Edge-Caching Wireless Networks: Performance analysis and optimization,” in IEEE Transaction on Wireless Communcation., vol. 17, no. 7, pp. 2827 - 2839, Apr. 2018.
M. R. Gary and D. S. Johnson, Computers and Intractability: A Guide to the Theory of NP-Completeness, W. H. Freeman, 1979.
I. Goodfellow, Y. Bengio, and A. Courville, Deep Learning, MIT Press, 2016.