Technical Reports and Preprints

The Hume Center is committed to academic publication of its research to the widest audiences possible, however sometimes publication restrictions on our research can make that difficult. When possible, technical reports and preprints are published to to the arXiv e-Print archive. Others we list here by name only, and copies may be requested for those with the appropriate authorization from hume@vt.edu.

arXiv Reports

 

  1. TJ O'Shea, J Hoydis, An Introduction to Machine Learning Communications Systems, arXiv preprint arXiv:1702.00832, 2017.
  2. U Challita, L Dong, W Saad, Proactive Resource Management in LTE-U Systems: A Deep Learning Perspective, arXiv preprint arXiv:1702.07031, 2017.
  3. G Lee, W Saad, M Bennis, An Online Secretary Framework for Fog Network Formation with Minimal Latency, arXiv preprint arXiv:1702.05569, 2017.
  4. A Sanjab, W Saad, T Başar, Prospect Theory for Enhanced Cyber-Physical Security of Drone Delivery Systems: A Network Interdiction Game, arXiv preprint arXiv:1702.04240, 2017.
  5. O Semiari, W Saad, M Bennis, Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks, arXiv preprint arXiv:1701.05125, 2017.
  6. TJ O'Shea, TC Clancy, RW McGwier, Recurrent Neural Radio Anomaly Detection, arXiv preprint arXiv:1611.00301, 2016.
  7. MB Hassine, L Mili, K Karra, A Copula Statistic for Measuring Nonlinear Multivariate Dependence, arXiv preprint arXiv:1612.07269, 2016.
  8. TJ O'Shea, K Karra, TC Clancy, Learning to Communicate: Channel Auto-encoders, Domain Specific Regularizers, and Attention, arXiv preprint arXiv:1608.06409, 2016.
  9. TJ O'Shea, N West, M Vondal, TC Clancy, Semi-Supervised Radio Signal Identification, arXiv preprint arXiv:1611.00303, 2016.
  10. TJ O'Shea, K Karra, TC Clancy, Learning to communicate: channel auto-encoders, domain specific regularizers, and attention, arXiv preprint arXiv:1608.06409, 2016.
  11. A Kumar, A Abdelhadi, C Clancy, A delay optimal MAC and packet scheduler for heterogeneous M2M uplink, arXiv preprint arXiv:1606.06692, 2016.
  12. TJ O'Shea, TC Clancy, Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent, arXiv preprint arXiv:1605.09221, 2016.
  13. TJ O'Shea, L Pemula, D Batra, TC Clancy, Radio transformer networks: attention models for learning to synchronize in wireless systems, arXiv preprint arXiv:1605.00716, 2016.
  14. TJ O'Shea, A Mondl, TC Clancy, A Modest Proposal for Open Market Risk Assessment to Solve the Cyber-Security Problem, arXiv preprint arXiv:1604.08675, 2016.
  15. A Kumar, A Abdelhadi, TC Clancy, An online delay efficient multi-class packet scheduler for heterogeneous M2M uplink traffic, arXiv preprint arXiv:1601.03061, 2016.
  16. A Abdelhadi, H Shajaiah, Optimal Resource Allocation for Cellular Networks with MATLAB Instructions, arXiv preprint arXiv:1612.07862, 2016.
  17. H Wu, M Sun, J Vreeken, N Tatti, C North, N Ramakrishnan, Interactive and Iterative Discovery of Entity Network Subgraphs, arXiv preprint arXiv:1608.03889, 2016.
  18. DJ Jakubisin, RM Buehrer, CRCM da Silva, Probabilistic receiver architecture combining BP, MF, and EP for multi-signal detection, arXiv preprint arXiv:1604.04834, 2016.
  19. JH Park, Green-Schwarz superstring on doubled-yet-gauged spacetime, arXiv preprint arXiv:1609.04265, 2016.
  20. SM Ko, JH Park, M Suh, The rotation curve of a point particle in stringy gravity, arXiv preprint arXiv:1606.09307, 2016.
  21. X Bekaert, JH Park, Higher spin double field theory: a proposal, arXiv preprint arXiv:1605.00403, 2016.
  22. R Sabo, I Gurman, A Rosenblatt, F Lafont, D Banitt, J Park, M Heiblum, ..., A New Paradigm for Edge Reconstruction in Fractional Quantum Hall States, arXiv preprint arXiv:1603.06908, 2016.
  23. TJ O'Shea, S Hitefield, J Corgan, End-to-End Radio Traffic Sequence Recognition with Deep Recurrent Neural Networks, arXiv preprint arXiv:1610.00564, 2016.
  24. TJ O'Shea, J Corgan, TC Clancy, Convolutional Radio Modulation Recognition Networks, arXiv preprint arXiv:1602.04105, 2016.
  25. H Xiao, JL Wu, J Wang, EG Paterson, Are Discrepancies in RANS Modeled Reynolds Stresses Random?, arXiv preprint arXiv:1606.08131, 2016.
  26. MA Alavijeh, B Maham, Z Han, W Saad, Truthful Spectrum Auction for Efficient Anti-Jamming in Cognitive Radio Networks, arXiv preprint arXiv:1611.08681, 2016.
  27. GE Rahi, A Sanjab, W Saad, NB Mandayam, HV Poor, Prospect Theory for Enhanced Smart Grid Resilience Using Distributed Energy Storage, arXiv preprint arXiv:1610.02103, 2016.
  28. SR Etesami, W Saad, N Mandayam, HV Poor, Stochastic Games for Smart Grid Energy Management with Prospect Prosumers, arXiv preprint arXiv:1610.02067, 2016.
  29. Q Zhang, W Saad, M Bennis, M Debbah, Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications, arXiv preprint arXiv:1610.01982, 2016.
  30. M Chen, M Mozaffari, W Saad, C Yin, M Debbah, CS Hong, Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience, arXiv preprint arXiv:1610.01585, 2016.
  31. MI Ashraf, M Bennis, C Perfecto, W Saad, Dynamic Proximity-aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications, arXiv preprint arXiv:1609.03717, 2016.
  32. MN Soorki, M Mozaffari, W Saad, MH Manshaei, H Saidi, Resource allocation for machine-to-machine communications with unmanned aerial vehicles, arXiv preprint arXiv:1608.07632, 2016.
  33. N Namvar, W Saad, N Bahadori, B Kelley, Jamming in the Internet of Things: A Game-Theoretic Perspective, arXiv preprint arXiv:1607.06255, 2016.
  34. K Hamidouche, W Saad, M Debbah, Breaking the Economic Barrier of Caching in Cellular Networks: Incentives and Contracts, arXiv preprint arXiv:1607.03683, 2016.
  35. M Mozaffari, W Saad, M Bennis, M Debbah, Mobile Internet of Things: Can UAVs provide an energy-efficient mobile architecture?, arXiv preprint arXiv:1607.02766, 2016.
  36. O Semiari, W Saad, M Bennis, Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks, arXiv preprint arXiv:1607.01872, 2016.
  37. M Chen, W Saad, C Yin, M Debbah, Echo state networks for proactive caching in cloud-based radio access networks with mobile users, arXiv preprint arXiv:1607.00773, 2016.
  38. O Semiari, W Saad, M Bennis, Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks with Dual-Mode Base Stations, arXiv preprint arXiv:1606.08971, 2016.
  39. A Sanjab, W Saad, I Guvenc, A Sarwat, S Biswas, Smart Grid Security: Threats, Challenges, and Solutions, arXiv preprint arXiv:1606.06992, 2016.
  40. S Samarakoon, M Bennis, W Saad, M Latva-aho, Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks, arXiv preprint arXiv:1604.08744, 2016.
  41. G Lee, W Saad, M Bennis, A Mehbodniya, F Adachi, Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations, arXiv preprint arXiv:1602.00639, 2016.
  42. S Chong, J Guttman, A Datta, A Myers, B Pierce, P Schaumont, ..., Formal Methods for Security, arXiv preprint arXiv:1608.00678, 2016.
  43. A Khawar, A Abdelhadi, TC Clancy, Channel modeling between seaborne MIMO radar and MIMO cellular system, arXiv preprint arXiv:1504.04325, 2015.
  44. H Shajaiah, A Abdelhadi, TC Clancy, Robust resource allocation with joint carrier aggregation for multi-carrier cellular networks, arXiv preprint arXiv:1503.08994, 2015.
  45. JA Mahal, A Khawar, A Abdelhadi, TC Clancy, Radar precoder design for spectral coexistence with coordinated multi-point (CoMP) system, arXiv preprint arXiv:1503.04256, 2015.
  46. H Wu, M Sun, P Mi, N Tatti, C North, N Ramakrishnan, Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models, arXiv preprint arXiv:1512.08799, 2015.
  47. Z Dawy, W Saad, A Ghosh, JG Andrews, E Yaacoub, Towards massive machine type cellular communications, arXiv preprint arXiv:1512.03452, 2015.
  48. N Namvar, W Saad, B Maham, Cell Selection in Wireless Two-Tier Networks: A Context-Aware Matching Game, arXiv preprint arXiv:1512.00539, 2015.
  49. W Saad, A Glass, N Mandayam, HV Poor, Towards a Consumer-Centric Grid: A Behavioral Perspective, arXiv preprint arXiv:1511.01065, 2015.
  50. G Bacci, S Lasaulce, W Saad, L Sanguinetti, Game theory for signal processing in networks, arXiv preprint arXiv:1506.00982, 2015.
  51. A Abdelhadi, M Ghorbanzadeh, C Clancy, Optimal radio resource allocation for hybrid traffic in cellular networks: Centralized and distributed architecture, arXiv preprint arXiv:1411.4011, 2014.
  52. A Abdelhadi, M Ghorbanzadeh, C Clancy, Optimal Radio Resource Allocation for Hybrid Traffic in Cellular Networks: Traffic Analysis and Implementation, arXiv preprint arXiv:1411.4012, 2014.
  53. H Shajaiah, A Abdelhadi, C Clancy, Impact of Radar and Communication Coexistence on Radar's Detectable Target Parameters, arXiv preprint arXiv:1408.6736, 2014.
  54. A Kumar, R Tandon, TC Clancy, On the latency and energy efficiency of erasure-coded cloud storage systems, arXiv preprint arXiv:1405.2833, 2014.
  55. A Kumar, R Tandon, TC Clancy, On the latency of erasure-coded cloud storage systems, arXiv preprint arXiv:1405.2833, 2014.
  56. SD Amuru, C Tekin, M van der Schaar, RM Buehrer, Jamming bandits, arXiv preprint arXiv:1411.3652, 2014.
  57. A Abdelhadi, A Gerstlauer, S Vishwanath, Real-time rate-distortion optimized streaming of wireless video, arXiv preprint arXiv:1406.1915, 2014.
  58. A Merwaday, M Yuksel, T Quint, I Guvenc, W Saad, N Kapucu, Incentivizing spectrum sharing via subsidy regulations, arXiv preprint arXiv:1411.5302, 2014.
  59. MD Adams, SD Hitefield, B Hoy, MC Fowler, TC Clancy, Application of cybernetics and control theory for a new paradigm in cybersecurity, arXiv preprint arXiv:1311.0257, 2013.

Restricted Reports

  1. A. Khawar, A. Abdelhadi, C. Clancy, "Shared Spectrum Access for MIMO Radar and MIMO Communications", Virginia Tech Hume Center Technical Report HC-R140013, September 2014.
  2. A. Khawar, A. Abdelhadi, C. Clancy, "On the Coherence Time of the Wireless Channel under Various Sea States", Virginia Tech Hume Center Technical Report HC-R140009, September 2014.
  3. A. Khawar, A. Abdelhadi, C. Clancy, "Performance of Spectrum Sharing MIMO Radars in LoS Channel Models", Virginia Tech Hume Center Technical Report HC-R140012, August 2014.
  4. A. Khawar, A. Abdelhadi, C. Clancy, "3D Channel Modeling between Radar and Communication Systems for Spectrum Sharing", Virginia Tech Hume Center Technical Report HC-R140011, August 2014.
  5. A. Khawar, A. Abdelhadi, C. Clancy, "Limits on Search/Track/Detect Volume Illuminated by Spectrum Sharing MIMO Radars", Virginia Tech Hume Center Technical Report HC-R140010, August 2014.
  6. A. Khawar, J. Mahal, A. Abdelhadi, C. Clancy, "A Realistic Channel Model for Radar/Cellular Coexistence in the 3.5 GHz Band", Virginia Tech Hume Center Technical Report HC-R140007, July 2014.
  7. J. Mahal, A. Abdelhadi, C. Clancy, "Impact of Location and Mobility on Radar/Cellular Coexistence in 3.5 GHz Band", Virginia Tech Hume Center Technical Report HC-R140006, July 2014.
  8. C. Clancy, W. Clark, "Fundamental Bounds on Learning in Cognitive Electronic Warfare Systems", Virginia Tech Hume Center Technical Report HC-R140005, March 2014.
  9. A. Khawar, A. Abdelhadi, C. Clancy, "Spectral Coexistence using MIMO Radar Platforms", Virginia Tech Hume Center Technical Report HC-R140002, March 2014.
  10. H. Shajaiah, A. Abdelhadi, "Network Parameters Impact on Resource Allocation in Cellular Networks", Virginia Tech Hume Center Technical Report HC-R130003, October 2013.
  11. A. Abdelhadi, H. Shajaiah, "Resource Allocation for Cellular Networks", Virginia Tech Hume Center Technical Report HC-R130004, August 2013.
  12. C. Clancy, "Security Recommendations for Military Use of Dynamic Spectrum Access Technology", Virginia Tech Hume Center Technical Report HC-R110001, July 2011.