Publications

Dissertations

  1. C. Saha, "Advances in Stochastic Geometry for Cellular Networks", Virginia Tech, 2020.

Journal Papers

  1. C. Saha, M. Afshang, H. S. Dhillon, “Meta Distribution of Downlink SIR in a Poisson Cluster Process-based HetNet Model”, IEEE Wireless Communications Letters, vol. 9, no. 12, pp. 2144-2148, Dec. 2020. (IEEE Xplore)

  2. C. Saha and H. S. Dhillon, “Load on the Typical Poisson Voronoi Cell with Clustered User Distribution”, IEEE Wireless Communications Letters, vol. 9, no. 9, pp. 1361-1365, Sep. 2020. (IEEE Xplore)

  3. Y. Hu, M. Chen, and W. Saad, "Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach", IEEE Transactions on Wireless Communications, vol. 19, no. 6, pp. 3908 - 3923, June 2020. (IEEE Xplore)

  4. C. Saha and H. S. Dhillon, “Millimeter Wave Integrated Access and Backhaul in 5G: Performance Analysis and Design Insights”, IEEE Journal on Selected Areas in Communications, vol. 37, no. 12, pp. 2669-2684, Dec. 2019. (IEEE Xplore)

  5. M.Chen, W. Saad and C. Yin, "Echo-Liquid State Deep Learning for 360 Content Transmission and Caching in Wireless VR Networks with Cellular-Connected UAVs", IEEE Transactions on Communications, vol. 67, no. 9, pp. 6386 - 6400, Sep. 2019. (IEEE Xplore)

  6. C. Saha, H. S. Dhillon, N. Miyoshi and J. G. Andrews, "Unified Analysis of HetNets using Poisson Cluster Processes under Max-Power Association", IEEE Transactions on Wireless Communications, vol. 18, no. 8, pp. 3797-3812, Aug. 2019. (IEEE Xplore)

  7. M. Chen, W. Saad, C. Yin, and M. Debbah, "Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach", IEEE Transactions on Communications, vol. 67, no. 6, pp. 4267-4280, June 2019. (IEEE Xplore)

  8. H. Chen, L. Liu, H. S. Dhillon and Y. Yi, “QoS-Aware D2D Cellular Networks with Spatial Spectrum Sensing: A Stochastic Geometry View”, IEEE Transactions on Communications, vol. 67, no. 5, pp. 3651-3664, May 2019. (IEEE Xplore)

  9. C. Saha, M. Afshang, and H. S. Dhillon, “Bandwidth Partitioning and Downlink Analysis in Millimeter Wave Integrated Access and Backhaul for 5G”, IEEE Transactions on Wireless Communications, vol. 17, no. 12, pp. 8195-8210, Dec. 2018. (IEEE Xplore)

  10. M. Afshang, C. Saha and H. S. Dhillon, “Equi-Coverage Contours in Cellular Networks”, IEEE Wireless Communications Letters, vol. 7, no. 5, pp. 700-703, Oct. 2018. (IEEE Xplore)

  11. C. Saha, M. Afshang and H. S. Dhillon, “3GPP-inspired HetNet Model using Poisson Cluster Process: Sum-product Functionals and Downlink Coverage”, IEEE Transactions on Communications, vol. 66, no. 5, pp. 2219-2234, May 2018. (IEEE Xplore)

  12. Y. J. Chun, S. L. Cotton, H. S. Dhillon, F. J. Lopez-Martinez, J. F. Paris and S. K. Yoo, “A Comprehensive Analysis of 5G Heterogeneous Cellular Systems Operating Over κ−μ Shadowed Fading Channels”, IEEE Transactions on Wireless Communications, vol. 16, no. 11, pp. 6995-7010, Nov. 2017. (IEEE Xplore)

  13. P. Parida, H. S. Dhillon, and P. Nuggehalli, "Stochastic Geometry-based Modeling and Analysis of Citizens Broadband Radio Service System", IEEE Access, vol. 5, pp. 7326-7349, 2017. (IEEE Xplore)

  14. S. Krishnan, and H. S. Dhillon, "Spatio-temporal Interference Correlation and Joint Coverage in Cellular Networks", IEEE Transactions on Wireless Communications, vol. 16, no. 9, pp. 5659-5672, Sep. 2017. (IEEE Xplore)

  15. O. Semiari, W. Saad, M. Bennis, and Z. Dawy, "Inter-Operator Resource Management for Millimeter Wave Multi-Hop Backhaul Networks", IEEE Transactions on Wireless Communications, vol. 16, no. 8, pp. 5258-5272, Aug. 2017. (IEEE Xplore)

  16. Y. J. Chun, S. L. Cotton, H. S. Dhillon, A. Ghrayeb, and M. O. Hasna, "A Stochastic Geometric Analysis of Device-to-Device Communications Operating over Generalized Fading Channels", IEEE Transactions on Wireless Communications, vol. 16, no. 7, pp. 4151-4165, Jul. 2017. (IEEE Xplore)

Conference Papers

  1. Y. Hu, M. Chen, W. Saad, H. V. Poor, and S. Cui, "Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks", in Proc. IEEE Globecom, Cognitive Radio and AI-Enabled Networks Symposium, Taipei, Taiwan, December 2020. (Best Paper Award)

  2. C. Saha, P. D. Mankar, H. S. Dhillon, “Rate Coverage of a Cellular Network with Users distributed as Poisson Cluster Process”, in Proc. Asilomar, Pacific Grove, CA, Nov. 2020. (IEEE Xplore)

  3. C. Saha and H. S. Dhillon, “On Load Balancing in Millimeter Wave HetNets with Integrated Access and Backhaul”, in Proc. IEEE Globecom, Waikoloa, HI, Dec. 2019. (IEEE Xplore)

  4. C. Saha and H. S. Dhillon, “Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless Networks”, in Proc. IEEE Globecom, Waikoloa, HI, Dec. 2019. (IEEE Xplore) (Code)

  5. M. Banagar and H. S. Dhillon, “3GPP-inspired Stochastic Geometry-based Mobility Model for a Drone Cellular Network”, in Proc. IEEE Globecom, Waikoloa, HI, Dec. 2019. (IEEE Xplore)

  6. M. Banagar and H. S. Dhillon, “Fundamentals of Drone Cellular Network Analysis under Random Waypoint Mobility Model”, in Proc. IEEE Globecom, Waikoloa, HI, Dec. 2019. (IEEE Xplore)

  7. C. Saha and H. S. Dhillon, “Interference Characterization in Wireless Networks: A Determinantal Learning Approach”, in Proc. IEEE Int. Workshop in Machine Learning for Sig. Processing, Pittsburgh, PA, Oct. 2019. (IEEE Xplore)

  8. Y. Hu, M. Chen, and W. Saad, "Competitive Market for Joint Access and Backhaul Resource Allocation in Satellite-Drone Networks," in Proc. 10th IFIP International Conference on New Technologies, Mobility and Security (NTMS), Canary Islands, Spain, June 2019.

  9. M. Chen, W. Saad, and C. Yin, "Deep Learning for 360 Content Transmission in UAV-Enabled Virtual Reality", in Proc. IEEE ICC, Shanghai, China, May 2019.

  10. Y. J. Chun, S. L. Cotton and H. S. Dhillon, “Spectral Efficiency and Energy Efficiency Trade-off in Cellular Networks operating over Shadowed Fading Channels”, in Proc. IEEE VTC (Spring), Porto, Portugal, Jun. 2018. (IEEE Xplore)

  11. C. Saha, M. Afshang and H. S. Dhillon, “Integrated mmWave Access and Backhaul in 5G: Bandwidth Partitioning and Downlink Analysis”, in Proc. IEEE ICC, Kansas City, MO, May 2018. (IEEE Xplore)

  12. U. Challita and Walid Saad, "Network Formation in the Sky: Unmanned Aerial Vehicles for Multi-hop Wireless Backhauling", in Proc. IEEE Globecom, Singapore, Dec. 2017. (IEEE Xplore)

  13. C. Saha, M. Afshang, and H. S. Dhillon, "Poisson Cluster Process: Bridging the Gap Between PPP and 3GPP HetNet Models", in Proc. ITA, San Diego, CA, Feb. 2017. (IEEE Xplore)

  14. P. Parida, H. S. Dhillon, and P. Nuggehalli, "Stochastic Geometry Perspective of Unlicensed Operator in a CBRS System", in Proc. IEEE WCNC Workshops, San Francisco, CA, Mar. 2017. (IEEE Xplore)

  15. P. Parida and H. S. Dhillon, "New Stochastic Geometry-based Analysis of Uplink Massive MIMO in Asymptotic Antenna Regime", in Proc. IEEE WCNC, San Francisco, CA, Mar. 2017. (IEEE Xplore)

  16. C. Saha and H. S. Dhillon, "D2D Underlaid Cellular Networks with User Clusters: Load Balancing and Downlink Rate Analysis", in Proc. IEEE WCNC, San Francisco, CA, Mar. 2017. (IEEE Xplore)

  17. S. Krishnan and H. S. Dhillon, "Exact Characterization of Spatio-temporal Joint Coverage Probability in Cellular Networks", in Proc. IEEE WCNC, San Francisco, CA, March 2017. (IEEE Xplore)

  18. M. Lasghari, B. Maham, and W. Saad, "Transmission Rate Maximization in Self-Backhauled Wireless Small Cell Networks", in Proc. IEEE VTC Workshops, Toronto, Canada, Sep. 2017.