USF PaperS

  1. Chetana V. Murudkar, Kwang-Cheng Chen, and Richard D. Gitlin, “Network Architecture for Machine Learning: A Network Operator’s Perspective,” IEEE Communications Magazine, July 2022. PDF

  2. F. T. Al Rabee and R. D. Gitlin, " Uplink Power-Domain Non-Orthogonal Multiple Access (NOMA): Bit Error Rate Performance with Channel Estimation Errors," in International Journal of Interdisciplinary Telecommunications and Networking (IJITN), vol. 12, no. 4, Oct-Dec 2020. PDF

  3. Chetana Murudkar and Richard D. Gitlin, “User-Centric Approaches for Next-Generation Self-Organizing Wireless Communication Networks Using Machine Learning”, IEEE International Conference on Microwaves, Communications, Antennas, and Electronic Systems (COMCAS), Tel Aviv, Israel, November 4-6, 2019. PDF

  4. Chetana V. Murudkar and R. D. Gitlin, "Machine Learning for QoE Prediction and Anomaly Detection in Self-Organizing Mobile Networking Systems," International Journal of Wireless & Mobile Networks (IJWMN),Vol. 11, No. 2, April 2019 PDF.

  5. Chetana V. Murudkar and R. D. Gitlin, "Optimal-Capacity, Shortest Path Routing in Self-Organizing 5G Networks using Machine Learning," 20th annual IEEE Wireless and Microwave Technology Conference (WAMICON),Cocoa Beach, FL, USA, April 8-9, 2019. PDF.

  6. N. I. Sulieman and R. D. Gitlin, "Near-Instant Fault Recovery and Ultra-Reliable Multi-Hop Wireless Sensor Networks,"IEEE SoutheastCon 2019 Conference, Huntsville, AL, USA, April 11-14, 2019 PDF.

  7. Chetana V. Murudkar and R. D. Gitlin, "QoE-driven Anomaly Detection in Self-Organizing Mobile Networks using Machine Learning," the 18th annual Wireless Telecommunications Symposium (WTS 2019), New York City, NY, USA, April 9-12, 2019. PDF.

  8. Mohamed Elkourdi, Asim Mazin and R. D. Gitlin, "Performance Analysis for Virtual-Cell Based CoMP 5G Networks Using Deep Recurrent Neural Nets," the 18th annual Wireless Telecommunications Symposium (WTS 2019), New York City, NY, USA, April 9-12, 2019. PDF.

  9. F. Al Rabee and R. D. Gitlin, "Performance of Uplink Non-Orthogonal Multiple Access (NOMA) in the Presence of Channel Estimation Errors," the 18th annual Wireless Telecommunications Symposium (WTS 2019), New York City, NY, USA, April 9-12, 2019. PDF.

  10. Kwang-Cheng Chen, Tao Zhang, Richard D. Gitlin, and Gerhard Fettweis, “Ultra-Low Latency Mobile Networking,” IEEE Network, March/April 2019 PDF

  11. Asim Mazin, Mohamed Elkourdi and R. D. Gitlin, "SAN- Slotted Aloha-NOMA a MAC Protocol for M2M Communications," Information Theory and Applications (ITA 2019): San Diego, February 11-15, 2019. PDF.

  12. Eren Balevi and R. D. Gitlin, "An Inherent Fog Network Brain-Spinal Cord-Nerve Networks," IEEE Access,Dec 2018, DOI: 10.1109/ACCESS.2018.2800679.

  13. F. Al Rabee, Ashraf Al-Rimawi, and R. D. Gitlin, "Channel Capacity in a Dynamic Random Waypoint Mobility Model," 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) 2018, New York City, NY, USA,November 8-9, 2018. PDF.

  14. Asim Mazin, Mohamed Elkourdi and R. D. Gitlin, "Comparative Performance Analysis of Beam Sweeping Using a Deep Neural Net and Random Starting Point in mmWave 5G New Radio," 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) 2018, New York City, NY, USA,November 8-9, 2018. PDF.

  15. Mohamed Elkourdi, Asim Mazin and R. D. Gitlin, "Optimization of 5G Virtual Cell Based Coordinated Multipoint Networks Using Deep Machine Learning," International Journal of Wireless & Mobile Networks (IJWMN) Vol. 10, No. 4, August 2018 PDF.

  16. N. I. Sulieman, Eren Balevi and R. D. Gitlin, "Enhanced Diversity and Network Coded 5G Wireless Fog-Based-Fronthaul Networks," IEEE 88th Vehicular Technology Conference (VTC2018-Fall), Chicago, IL, USA, August 27-30, 2018. PDF.

  17. Asim Mazin, Mohamed Elkourdi and R. D. Gitlin, "Accelerating Beam Sweeping in mmWave Standalone 5G New Radios using Recurrent Neural Networks," IEEE 88th Vehicular Technology Conference (VTC2018-Fall), Chicago, IL, USA, August 27-30, 2018. PDF.

  18. Asim Mazin, Mohamed Elkourdi and R. D. Gitlin, "Comparison of Slotted Aloha-NOMA and CSMA/CA for M2M Communications in IoT Networks," IEEE 88th Vehicular Technology Conference (VTC2018-Fall), Chicago, IL, USA, August 27-30, 2018. PDF.

  19. Mohamed Elkourdi, Asim Mazin and R. D. Gitlin, "Slotted Aloha-NOMA with MIMO Beamforming for Massive M2M Communication in IoT Networks," IEEE 88th Vehicular Technology Conference (VTC2018-Fall), Chicago, IL, USA, August 27-30, 2018. PDF.

  20. Mohamed Elkourdi, Asim Mazin and R. D. Gitlin, "Towards Low Latency in 5G HetNets: A Bayesian Cell Selection / User Association Approach," IEEE 5G World Forum (5GWF'18) July 9-11, 2018 in Santa Clara, CA, USA, PDF.

  21. Eren Balevi and R. D. Gitlin, "A Random Access Scheme for Large Scale 5G/IoT Applications," IEEE 5G World Forum (5GWF'18) July 9-11, 2018 in Santa Clara, CA, USA, PDF.

  22. N. I. Sulieman and R. D. Gitlin, "Efficiently Secure Broadcasting in 5G Wireless Fog-Based-Fronthaul Networks,"International Journal of Wireless & Mobile Networks (IJWMN) Vol. 10, No. 3, June 2018 PDF.

  23. Che-Yu Lin, Kwang-Cheng Chen,Dilranjan Wickramasuriya, Shao-Yu Lien and R. D. Gitlin, "Anticipatory Mobility Management by Big Data Analytics for Ultra-Low Latency Mobile Networking," IEEE International Conference on Communications (ICC), 2018, Kansas City, MO, May 2018, PDF.

  24. Eren Balevi and R. D. Gitlin, "A Clustering Algorithm That Maximizes Throughput in 5G Heterogeneous F-RAN Networks," IEEE International Conference on Communications (ICC), 2018, Kansas City, MO, May 2018, PDF.

  25. Eren Balevi, F. Al Rabee and R. D. Gitlin, "ALOHA-NOMA for Massive Machine-to-Machine IoT Communication," IEEE International Conference on Communications (ICC), 2018, Kansas City, MO, May 2018,PDF.

  26. Eren Balevi and R. D. Gitlin, "Pareto Optimization for NOMA Power Control," IEEE Wireless Telecommunications Symposium (WTS), 2018, Phoenix, AR, April 2018, PDF.

  27. N. Sulieman, Eren Balevi and R. D. Gitlin, "Near-Instant Link Failure Recovery in 5G Wireless F-RANs," IEEE Wireless Telecommunications Symposium (WTS), 2018, Phoenix, AR, April 2018, PDF.

  28. Mohamed Elkourdi, Asim Mazin, Eren Balevi and R. D. Gitlin, "Enabling Slotted Aloha-NOMA for Massive M2M Communication in IoT Networks," IEEE 19th Wireless and Microwave Technology Conference (WAMICON), April 2018. DOI: 10.1109/WAMICON.2018.8363906.

  29. Nazli Siasi, N. Sulieman and R. D. Gitlin, "Ultra-Reliable NFV-Based 5G Networks Using DC-NC," IEEE 19th Wireless and Microwave Technology Conference (WAMICON), April 2018. DOI: 10.1109/WAMICON.2018.8363900.

  30. N. Sulieman and R. D. Gitlin, "Ultra-Reliable and Energy Efficient Wireless Sensor Networks," IEEE 19th Wireless and Microwave Technology Conference (WAMICON), April 2018, PDF.

  31. N. Sulieman, Eren Balevi and R. D. Gitlin, "Reliable and Resilient Coordinated Multi Point Fronthaul Networks," IEEE 19th Wireless and Microwave Technology Conference (WAMICON), April 2018, PDF.

  32. Eren Balevi and R. D. Gitlin, "Stochastic geometry analysis of IEEE 802.15.6," IEEE 19th Wireless and Microwave Technology Conference (WAMICON), April 2018. DOI: 10.1109/WAMICON.2018.8363887.

  33. Eren Balevi and R. D. Gitlin, "Synergies between Cloud-Fog-Thing and Brain-Spinal Cord-Nerve Networks," Information Theory and Applications Workshop (ITA), 2018, San Diego, CA, February 2018, PDF.

  34. Eren Balevi and R. D. Gitlin, "Optimizing the Number of Fog Nodes for Cloud-Fog-Thing Networks," IEEE Access , February 2018, San Diego, CA.DOI: 10.1109/ACCESS.2018.2808598.

  35. Eren Balevi and R. D. Gitlin, "Unsupervised Machine Learning in 5G Networks for Low Latency Communications," IEEE International Performance Computing and Communications Conference-IPCCC-2017, December 2017, San Diego, CA.DOI: 10.1109/PCCC.2017.8280492.

  36. Eren Balevi and R. D. Gitlin, "Performance Analysis of Local Anchor Based 5G HetNets Using Stochastic Geometry," International Journal of Wireless & Mobile Networks (IJWMN) Vol. 9, No. 5, October 2017 PDF.

  37. N. Sulieman, Eren Balevi, K. Davaslioglu, and R. D. Gitlin, "Diversity and Network Coded 5G Fronthaul Wireless Networks for Ultra Reliable and Low Latency Communications," IEEE International Symposium on Personal, Indoor and Mobile Radio Communications 2017, Montreal, QC, Canada, Oct 2017, PDF.

  38. N. Sulieman, K. Davaslioglu, and R. D. Gitlin, "Diversity Coded 5G Fronthaul Wireless Networks," IEEE Wireless Telecommunications Symposium (WTS), 2017, Chicago, IL, April 2017, DOI: 10.1109/WTS.2017.7943537.

  39. D. S. Wickramasuriya, C. A. Perumalla, K. Davaslioglu, and R. D. Gitlin, "Base Station Prediction and Proactive Mobility Management in Virtual Cells using Recurrent Neural Networks," IEEE 18th Wireless and Microwave Technology Conference (WAMICON), April 2017, DOI: 10.1109/WAMICON.2017.7930254.

  40. F. Al Rabee, K. Davaslioglu, and R. D. Gitlin, "The Optimum Received Power Levels of Uplink Non- Orthogonal Multiple Access (NOMA) Signals," IEEE 18th Wireless and Microwave Technology Conference (WAMICON), April 2017, DOI: 10.1109/WAMICON.2017.7930242.

  41. A. Mazin, K. Davaslioglu, and R. D. Gitlin, "Secure Key Management for 5G Physical Layer Security," IEEE 18th Wireless and Microwave Technology Conference (WAMICON), April 2017, DOI: 10.1109/WAMICON.2017.7930246.

  42. N. Sulieman, K. Davaslioglu, and R. D. Gitlin, "Link Failure Recovery via Diversity Coding in 5G Fronthaul Wireless Networks," IEEE 18th Wireless and Microwave Technology Conference (WAMICON), April 2017, DOI: 10.1109/WAMICON.2017.7930241.

  43. Y. Liu, K. Davaslioglu, and R. D. Gitlin, "Energy Efficiency Optimization of Channel Access Probabilities in IEEE 802.15.6 UWB WBANs," IEEE Wireless Communications and Networking Conference (WCNC), 2017, San Francisco, CA, March 2017, DOI: 10.1109/WCNC.2017.7925609.

  44. D. S. Wickramasuriya, C. A. Perumalla, and R. D. Gitlin, "Predicting Episodes of Atrial Fibrillation using RR-Intervals and Ectopic Beats," IEEE/EMB joint International Conference on Biomedical and Health Informatics (BHI), Orlando, FL, February 2017, DOI: 10.1109/BHI.2017.7897294.

  45. Y. Liu, K. Davaslioglu, and R. D. Gitlin, "Energy Efficiency and Resource Allocation of IEEE 802.15.6 IR-UWB WBANs: Current State-of-the-Art and Future Directions," Information Theory and Applications Workshop (ITA), 2017, San Diego, CA, February 2017, PDF.

  46. K. Davaslioglu, Y. Liu and R. D. Gitlin, "CLOEE - Cross-Layer Optimization for Energy Efficiency of IEEE 802.15.6 IR-UWB WBANs," IEEE GLOBECOM 2016, December 2016, DOI: 10.1109/GLOCOM.2016.7841659.

  47. A. F. Demir, Z. E. Ankaral, Q. H. Abbasi, Y. Liu, K. Qaraqe, E. Serpedin, H. Arslan and R. D. Gitlin, "In Vivo Communications: Steps Toward the Next Generation of Implantable Devices, " IEEE Vehicular Technology Magazine (Volume: 11, Issue: 2), pp. 32-42, June 2016, DOI: 10.1109/MVT.2016.2520492.

  48. A. F. Demir, Z. E. Ankaral, Y. Liu, Q. H. Abbasi, K. Qaraqe, E. Serpedin, H. Arslan and R. D. Gitlin, "In Vivo Wireless Channel Modeling," Book Chapter in: Advances in Body-Centric Wireless Communication: Applications and State-of-the-art, IET, 2016, ISBN: 978-1-84919-989-6.

  49. K. Davaslioglu and R. D. Gitlin, "5G Green Networking - Enabling Technologies, Potentials, and Challenges," IEEE 17th Wireless and Microwave Technology Conference (WAMICON), April 2016, DOI: 10.1109/WAMICON.2016.7483860.

  50. C. He and R. D. Gitlin, "System performance of cooperative massive MIMO downlink 5G cellular systems," IEEE 17th Wireless and Microwave Technology Conference (WAMICON), April 2016, DOI: 10.1109/WAMICON.2016.7483862.

  51. C. He and R. D. Gitlin, "Limiting Performance of Massive MIMO Downlink Cellular Systems," Information Theory and Applications Workshop (ITA), 2016, San Diego, CA, February 2016, DOI: 10.1109/ITA.2016.7888139.

  52. C. A. Perumalla, T. P. Ketterl, R. D. Gitlin and P. J. Fabri, "Integrated Vectorcardiogram (iVCG) Rotation Modeling and Compensation, " 20th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), September 2015, DOI: 10.1109/CAMAD.2015.7390498.

  53. Z. E. Ankaral, A. F. Demir, M. Qaraqe, Q. H. Abbasi, E. Serpedin, H. Arslan and R. D. Gitlin, "Physical Layer Security for Wireless Implantable Medical Devices, " 20th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), September 2015, DOI: 10.1109/CAMAD.2015.7390497.

  54. C. He and R. D. Gitlin, "User-Specific QoS Aware Scheduling and Implementation in Wireless Systems," 2015 IEEE Wireless Telecommunications Symposium (WTS), April 2015, DOI: 10.1109/WTS.2015.7117249.

  55. C. A. Perumalla, T. P. Ketterl, G. E. Arrobo, R. D. Gitlin and P. J. Fabri, "Wireless iVCG Optimization Using A Least-Squares Fit," IEEE 16th Wireless and Microwave Technology Conference (WAMICON), April 2015, DOI: 10.1109/WAMICON.2015.7120391.

  56. Y. Liu and R. D. Gitlin, "A Phenomenological Path Loss Model of the In Vivo Wireless Channel," IEEE 16th Wireless and Microwave Technology Conference (WAMICON), April 2015, DOI: 10.1109/WAMICON.2015.7120411.

  57. C. He, G. E. Arrobo, and R. D. Gitlin, "Improving System Capacity Based upon User-Specific QoS for Heterogeneous Networks," IEEE Wireless Communications and Networking Conference (WCNC), March 2015, DOI: 10.1109/WCNC.2015.7127669.

  58. C. He, Y. Liu, G. E. Arrobo, T. P. Ketterl and R. D. Gitlin, "In Vivo Wireless Communications and Networking," Information Theory and Applications Workshop (ITA), 2015, San Diego, CA, February 2015, DOI: 10.1109/ITA.2015.7308982.

  59. C. A. Perumalla, G. E. Arrobo, T. P. Ketterl, R. D. Gitlin and P. J. Fabri, "Wireless Vectorcardiogram System Optimization using Adaptive Signal Processing," IEEE International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-BIO), December 2014, DOI: 10.1109/IMWS-BIO.2014.7032436.

  60. C. He, Y. Liu, T. P. Ketterl, G. E. Arrobo, and R. D. Gitlin, "Performance Evaluation for MIMO In Vivo WBAN Systems," IEEE International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-BIO), December 2014, DOI: 10.1109/IMWS-BIO.2014.7032380.

  61. Y. Liu, T. P. Ketterl, G. E. Arrobo, and R. D. Gitlin, "Modeling the Wireless In vivo Path Loss," IEEE International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-BIO), December 2014, DOI: 10.1109/IMWS-BIO.2014.7032404.

  62. G. E. Arrobo, C. A. Perumalla, Y. Liu, T. P. Ketterl, R. D. Gitlin, P. J. Fabri, "A Novel Vectorcardiogram System," 2014 IEEE 16th International Conference on e-Health Networking, Applications and Services (Healthcom), October 2014, DOI: 10.1109/HealthCom.2014.7001848.

  63. C. He and R. D. Gitlin, "User Specific QoS and its Application in Resources Scheduling for Wireless System," the 14th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), Springer International Publishing, 2014, pp. 809–821, DOI: 10.1007/978-3-319-11197-1_64.

  64. C. He and R. D. Gitlin, "Application-Specific and QoS-Aware Scheduling for Wireless Systems," IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), September 2014, DOI: 10.1109/PIMRC.2014.7136340.

  65. C. He, Y. Liu, T. P. Ketterl, G. E. Arrobo, and R. D. Gitlin, "MIMO in vivo," IEEE 15th Annual Wireless and Microwave Technology Conference (WAMICON), June 2014, DOI: 10.1109/WAMICON.2014.6857757.

  66. G. E. Arrobo, C. A. Perumalla, S. B. Hanke, T. P. Ketterl, P. J. Fabri, and R. D. Gitlin, "An Innovative Wireless Cardiac Rhythm Management (iCRM) System," Wireless Telecommunication Symposium 2014, April 9-11, 2014, DOI: 10.1109/WTS.2014.6835035.

  67. G. E. Arrobo and R. D. Gitlin, "Minimizing Energy Consumption for Cooperative Network and Diversity Coded Sensor Networks," Wireless Telecommunication Symposium 2014, April 9-11, 2014, DOI: 10.1109/WTS.2014.6834989.

  68. G. E. Arrobo and R. D. Gitlin, "Improving the Reliability of In Vivo Video Wireless Communications," National Academy of Inventors: Journal of Technology and Innovation, December 2013, pp. 227–236, DOI: 10.3727/194982413X13790020921825.

  69. C. A. Castro, S. Smith, A. Alqassis, T. P. Ketterl, Yu Sun, S. Ross, A. Rosemurgy, P. P. Savage, and R. D. Gitlin, "A Wireless Miniature Robot for Networked Expedited Laparoscopy," IEEE Transactions on Biomedical Engineering (TBME), April 2013, pp. 930-936, DOI: 10.1109/TBME.2012.2232926.

  70. G. E. Arrobo and R. D. Gitlin, "Improving the Performance of OFDM-based Vehicular Systems through Diversity Coding," Journal of Communications and Networks, April 2013, pp. 132–141, DOI: 10.1109/JCN.2013.000026.

  71. T. P. Ketterl, G. E. Arrobo, and R. D. Gitlin, "SAR and BER Evaluation Using a Simulation Test Bench for In Vivo Communication at 2.4 GHz," IEEE 14th Annual Wireless and Microwave Technology Conference (WAMICON), April 2013, DOI: 10.1109/WAMICON.2013.6572751.

  72. A. Alqassis, C. A. Castro, S. Smith, T. P. Ketterl, Yu Sun, P. P. Savage, and R. D. Gitlin, "A Wireless Robotic Video Laparo- Endoscope for Minimal Invasive Surgery," IEEE Workshop On Robot Vision (WorV), January 2013, pp. 158-164, DOI: 10.1109/WORV.2013.6521931.

  73. G. E. Arrobo, R. D. Gitlin, and Z. J. Haas, "Temporal Diversity Coding for Improving the Performance of Wireless Body Area Networks," 7th International Conference on Body Area Networks - BodyNets, 2012, pp. 187-190, DOI: 10.4108/icst.bodynets.2012.249937.

  74. A. Alqassis, T. P, Ketterl, C. A. Castro, R. D. Gitlin, S. Ross, Yu.Sun, and A. Rosemurgy, "MARVEL In Vivo Wireless System," National Academy of Inventors: Journal of Technology and Innovation, 2012, vol. 14, no. 3, pp. 329-340, DOI: 10.3727/194982412X13500042169090.

  75. C. A. Castro, S. Smith, A. Alqassis, T. P. Ketterl, Yu Sun, S. Ross, A. Rosemurgy, P. P. Savage, and R. D. Gitlin, "MARVEL: A Wireless Miniature Anchored Robotic Videoscope for Expedited Laparoscopy," IEEE International Conference on Robotics and Automation (ICRA), 2012, pp. 2926-2931, DOI: 10.1109/ICRA.2012.6225118.

  76. T. P. Ketterl, G. E. Arrobo, A. Sahin, T. J. Tillman, H. Arslan, and R. D. Gitlin, "In Vivo Wireless Communication Channels," IEEE 13th Annual Wireless and Microwave Technology Conference (WAMICON), 2012, DOI: 10.1109/WAMICON.2012.6208476.

  77. G. E. Arrobo and R. D. Gitlin, "New approaches to reliable wireless body area networks," IEEE International Conference on Microwaves, Communications, Antennas and Electronics Systems (COMCAS), 2011, DOI: 10.1109/COMCAS.2011.6105871.

  78. G. E. Arrobo and R. D. Gitlin, "Improving the reliability of wireless body area networks," Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 2011, pp. 2192-2195, DOI: 10.1109/IEMBS.2011.6090413 .

  79. Y. Sun, A. Anderson, C. Castro, B. Lin, R. D. Gitlin, S. Ross, and A. Rosemurgy, "Virtually Transparent Epidermal Imagery for Laparo-Endoscopic Single-Site Surgery," Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 2011, pp. 2107-2110, DOI: 10.1109/IEMBS.2011.6090392.

  80. G. E. Arrobo and R. D. Gitlin, "Effect of the number of clusters on the performance of Cooperative Network Coding," Wireless Telecommunications Symposium (WTS), 2011, DOI: 10.1109/WTS.2011.5960878.

  81. G. E. Arrobo and R. D. Gitlin, "Effect of the connectivity on the performance of Cooperative Network Coding," IEEE 12th Annual Wireless and Microwave Technology Conference (WAMICON), 2011, DOI: 10.1109/WAMICON.2011.5872893.

  82. G. E. Arrobo, R. D. Gitlin, and Z. J. Haas, "Effect of link-level feedback and retransmissions on the performance of cooperative networking," IEEE Wireless Communications and Networking Conference (WCNC), 2011, pp. 1131-1136, DOI: 10.1109/WCNC.2011.5779290.