Andres Kwasinski

College of Art and Design College of Engineering Technology College of Health Sciences and Technology College of Liberal Arts College of Science Golisano College of Computing and Information Sciences International Campuses Kate Gleason College of Engineering National Technical Institute for the Deaf School of Individualized Study

Andres Kwasinski

Professor
Kate Gleason College of Engineering
Computer Engineering

2021 Submissions

Journal Paper

Vashist, Abhishek, et al. "KF-Loc: A Kalman Filter and Machine Learning Integrated Localization System Using Consumer-Grade Millimeter-wave Hardware." IEEE Consumer Electronics Magazine. (2021): -. Print. *

Hartpence, Bruce and Andres Kwasinski. "CNN and MLP neural network ensembles for packet classification and adversary defense." Intelligent and Converged Networks 2. 1 (2021): 66-82. Print. *

Do, Dinh-Thuan, et al. "Performance Analysis of Clustering Car-Following V2X System with Wireless Power Transfer and Massive Connections." IEEE Internet of Things Journal. (2021): -. Print. *

Mamun, Sayed Ashraf, et al. "NASCon: Network-Aware Server Consolidation for server-centric wireless datacenters." Sustainable Computing: Informatics and Systems. (2021): 100452. Print. *

Shah-Mohammadi, Fatemeh and Andres Kwasinski. "Neural Network Cognitive Engine for Autonomous and Distributed Underlay Dynamic Spectrum Access." IEEE Open Journal of the Communications Society 2. (2021): 719--737. Print. *

Full Patent

Kwasinski, Andres and Fatemeh Shah Mohammadi. "Radio spectrum sharing leveraging link adaptation in primary network." U.S. Patent 11032826. 8 Jun. 2021.

2020 Submissions

Journal Paper

Mamun, Sayed Ashraf, et al. "NASCon: Network-Aware Server Consolidation for server-centric wireless datacenters." Sustainable Computing: Informatics and Systems. (2020): 100452. Print. *

Book Chapter

Kwasinski, Andres, Wenbo Wang, and Fatemeh Shah Mohammadi. "Reinforcement Learning for Resource Allocation in Cognitive Radio Networks." Machine Learning for Future Wireless Communications. Ed. Fa-Long Luo. N/A, US: Wiley/IEEE Press, 2020. 27-44. Print.

Published Conference Proceedings

Mamun, Sayed Ashraf, et al. "What Can Ail Thee: New and Old Security Vulnerabilities of Wireless Datacenters." Proceedings of the GLOBECOM 2020. Ed. IEEE. Virtual, Virttual: n.p., 2020. Print. *

Mamun, Sayed Ashraf, et al. "Security Vulnerabilities of Server-Centric Wireless Datacenters." Proceedings of the 2020 IEEE Conference on Communications and Network Security (CNS). Ed. IEEE. Avignon - Virtual, France: IEEE, 2020. Print. *

Hartpence, Bruce and Andres Kwasinski. "A Convolutional Neural Network Approach to Improving Network Visibility." Proceedings of the 29th Wireless and Optical Communications Conference (WOCC). Ed. IEEE. Newark - virtual, USA: IEEE, 2020. Print. *

Mohammadi, Fatemeh Shah, Ankita Tondwalkar, and Andres Kwasinski. "Queue-aware QoE-based Rate and Power Adaptation Over Underlay Cognitive Radio Networks: Cross-Layer Design." Proceedings of the 2020 Wireless Telecommunications Symposium (WTS). Ed. IEEE. Washington DC - virtual, USA: IEEE, 2020. Print. *

Shah-Mohammadi, Fatemeh and Andres Kwasinski. "Fast Learning Cognitive Radios in Underlay Dynamic Spectrum Access: Integration of Transfer Learning into Deep Reinforcement Learning." Proceedings of the 2020 Wireless Telecommunications Symposium (WTS). Ed. best paper award. Washington DC - virtual, USA: IEEE, 2020. Print. *

Hartpence, Bruce and Andres Kwasinski. "Combating TCP Port Scan Attacks Using Sequential Neural Networks." Proceedings of the 2020 International Conference on Computing, Networking and Communications (ICNC). Ed. IEEE. Big Island, HI: IEEE, 2020. Print. *

Relyea, R., et al. "Improving multimodal localization through self-supervision." Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision Conference, at IS&T Electronic Imaging. Ed. SPIE. Burlingame, USA: SPIE, 2020. Print. *

Bhanushali, D. R., et al. "LiDAR-camera fusion for 3D object detection." Proceedings of the Autonomous Vehicles and Machines Conference, at IS&T Electronic Imaging. Ed. SPE. Burlingame, USA: SPIE, 2020. Print. *

Vashist, A., et al. "Indoor Wireless Localization Using Consumer-Grade 60 GHz Equipment with Machine Learning for Intelligent Material Handling." Proceedings of the International Conference on Consumer Electronics (ICCE). Ed. IEEE. Las Vegas, USA: IEEE, 2020. Print. *

2019 Submissions

Journal Paper

Kwon, Youngsung, Alexis Kwasinski, and Andres Kwasinski. "Solar Irradiance Forecast Using Naïve Bayes Classifier Based on Publicly Available Weather Forecasting Variables." Energies 12. 8 (2019): 1529, 2019. Print. *

Book Chapter

Kwasinski, Andres, Wenbo Wang, and Fatemeh Shah Mohammadi. "Reinforcement Learning for Resource Allocation in Cognitive Radio Networks." Machine Learning for Future Wireless Communications. Ed. Fa-Long Luo. New York, NY: Wiley, 2019. 27-44. Print.

Published Conference Proceedings

Hartpence, Bruce and Andres Kwasinski. "Considering the Blackbox: An Investigation of Optimization Techniques with Completely Balanced Datasets of Packet Traffic." Proceedings of the 2nd Workshop on Big Data for CyberSecurity (BigCyber-2019) in IEEE BigData 2019 conference. Ed. N/A. Los Angeles, CA: n.p., Print. *

Li, Maojia Patrick, et al. "Task Selection by Autonomous Mobile Robots in a Warehouse Using Deep Reinforcement Learning." Proceedings of the Winter Simulation Conference. Ed. IEEE. National Harbor, MD: n.p., Print. *

Mamun, Sayed Ashraf, et al. "Network-Aware Server Consolidation for Wireless Data Centers." Proceedings of the 10th International Conference on Networks of the Future (NoF). Ed. IEEE. Rome, Italy: n.p., Print. *

hartpence, Bruce and Andres Kwasinski. "Fast Internet Packet and Flow Classification Based on Artificial Neural Networks." Proceedings of the IEEE SoutheastCon. Ed. IEEE. Huntsville, AL: n.p., Print. *

Chitnavis, Snehal and Andres Kwasinski. "Cross Layer Routing in Cognitive Radio Networks using Deep Reinforcement Learning." Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC). Ed. IEEE. Marrakesh, Morocco: n.p., Print. *

Relyea, Robert, et al. "Multimodal Localization for Autonomous Agents." Proceedings of the Electronic Imaging. Ed. Society for Imaging Sciences and Technology. Burlingame, CA: n.p., Print. *

Provisional Patent

Kwasinski, Andres and Fatemeh Shah Mohammadi. "Radio Spectrum Sharing Leveraging Link Adaptation in Primary Network." U.S. Provisional Patent Application 16452706. 26 Dec. 2019.

Ganguly, Amlan, et al. "Direct Server-to-Server Wireless Data Center Network and Method thereof." U.S. Provisional Patent Application 16388007. 24 Oct. 2019.

2016 Submissions

Journal Paper

Wang, Wenbo, et al. "A Survey on Applications of Model-Free Strategy Learning in Cognitive Wireless Networks." IEEE Communications Surveys and Tutorials. (2016): 1717-1757. Print. *

Kwon, Youngsung, Alexis Kwasinski, and Andres Kwasinski. "Coordinated Energy Management in Resilient Microgrids for Wireless Communication Networks." IEEE Journal of Emerging and Selected Topics in Power Electronic. (2016): 1158-1173. Print. *

Published Review

Kwasinski, Andres. "Foundations of Signal Processing [Book Reviews]." Rev. of Foundations of Signal Processing [Book Reviews], ed. Cambridge University Press. IEEE Signal Processing Magazine 2016: 163-164. Print.

Published Conference Proceedings

Kwasinski, Andres and Alexis Kwasinski. "Tradeoff Between Quality-of-Service and Resiliency: a Mathematical Framework Applied to LTE Networks." Proceedings of the Second International Workshop on Integrating Communications, Control, and Computing Technologies for Smart Grid (ICT4SG). Ed. IEEE International Conference on Communications (ICC). Kuala Lumpur, Malaysia: n.p., Print. *

Kwasinski, Andres and Alexis Kwasinski. "The Role of Multimedia Source Codecs in Green Cellular Networks." Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC). Ed. N/A. Doha, Qatar: n.p., Print. *

Wang, Wenbo, et al. "Learning in Markov Game for Femtocell Power Allocation with Limited Coordination." Proceedings of the IEEE Global Communications Conference (Globecom). Ed. N/A. Washington, DC: n.p., Print. *

Hu, Rui, Alexis Kwasinski, and Andres Kwasinski. "A Mixed Strategy Communication Traffic Shaping Method for Decentralized Energy Management of Cell Sites." Proceedings of the International Telecommunications Energy Conference (INTELEC). Ed. N/A. Austin, TX: n.p., Print. *

Journal Editor

Kwasinski, Andres, ed. IEEE Transactions on Wireless Communications. : n.p., 2016. Print.

Kwasinski, Andres, ed. IEEE Wireless Communications Letters. : n.p., 2016. Print.

Kwasinski, Andres, ed. IEEE Signal Processing Magazine. : n.p., 2016. Print.

Invited Keynote/Presentation

Kwasinski, Andres. "Cross-Layer Framework in the Internet of Things for Cyber-Physical Systems." SPIE Defense+Commercial Sensing conference. SPIE. Baltimore, MD. 18 Apr. 2016. Conference Presentation.

Kwasinski, Andres. "Microgrid-based Power Infrastructure for Integrated Energy and Cellular Service Management." IEEE 5G Roadmap Workshop. IEEE. Washington DC, Washington DC. 8 Dec. 2016. Conference Presentation.

2015 Submissions

Journal Paper

Kwasinski, Andres and Alexis Kwasinski. "Increasing Sustainability and Resiliency of Cellular Network Infrastructure by Harvesting Renewable Energy." IEEE Communications Magazine 53. 4 (2015): 110-116. Print. *

Published Conference Proceedings

Kwasinski, Andres and Alexis Kwasinski. "Integrating Cross-layer LTE Resources and Energy Management for Iincreased Powering of Base Stations from Renewable Energy." Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt). Ed. N/A. Mumbai, India, NA: n.p., 2015. Print. *

Shenoy, Nirmala, et al. "An Improved IEEE 802.11 CSMA/CA Medium Access Mechanism Through the Introduction of Random Short Delays." Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt). Ed. N/A. Mumbai, India, NA: n.p., 2015. Print. *

Wang, Wenbo and Andres Kwasinski. "Adaptive Learning for Scalable Video Transmission with HARQ Over Dynamic Wireless Channels." Proceedings of the IEEE International Conference on Communications (ICC). Ed. N/A. London, UK, NA: n.p., 2015. Print. *

Hartpence, Bruce and Andres Kwasinski. "Performance Evaluation of Networks with Physical and Virtual Links." Proceedings of the Global Information Infrastructure and Networking Symposium (GIIS). Ed. N/A. Guadalajara, Mexico, NA: n.p., 2015. Print. *

Kwasinski, Andres and Alexis Kwasinski. "Resiliency in the Sustainability of Distributed Green Data Centers." Proceedings of the Sixth International Green and Sustainable Computing Conference, workshop on Energy-efficient Networks of Computers (E2NC). Ed. N/A. Las Vegas, NV: n.p., 2015. Print. ∆

Kwon, Youngsung, Alexis Kwasinski, and Andres Kwasinski. "Microgrids for Base Stations: Renewable Energy Prediction and Battery Management for Effective State of Charge Control." Proceedings of the IEEE 37th International Telecommunications Energy Conference (INTELEC). Ed. N/A. Osaka, Japan, NA: n.p., 2015. Print. *

2014 Submissions

Journal Paper

Vijayakumaran, V., et al. "CDMA Enabled Wireless Network-on-Chip." ACM Journal of Emerging Technologies in Computing Systems (JETC),. (2014): 1-20. Print. ˜

2013 Submissions

Full Length Book

Su, G.M., et al. 3D Visual Communication. 1st ed. : Wiley, 2013. Print.

Journal Paper

Tuncer, H., A. Kwasinski, and N. Shenoy. "Performance Analysis of Virtual Mobility Domain Scheme vs. IPv6 Mobility Protocols." Computer Networks 57. 13 (2013): 2578-2596. Print. *

Published Conference Proceedings

Wang, W. and A. Kwasinski. "Distributed Cross-layer Resource Allocation Using Correlated Equilibrium Based Stochastic Learning." Proceedings of the 2013 Wireless Communications and Networking Conference. Ed. IEEE. Shanghai, China: IEEE, Print. *

Kwasinski, A. "Joint Source-Channel Coding for Delay-Constrained Iterative Resource Allocation Algorithms." Proceedings of the 2013 Wireless Communications and Networking. Ed. IEEE. Shanghai, China: IEEE, Print. *

Kwasinski, A. "Architecture for Green Mobile Network Powered from Renewable Energy in Microgrid Configuration." Proceedings of the 2013 Wireless Communications and Networking Conference. Ed. IEEE. Shanghai, China: IEEE, Print. *

2011 Submissions

Full Length Book

Liu, K. J. R., et al. Cooperative Communications and Networking. Chinese Edition ed. Beijing, China: Cambridge University Press, 2011. Print. ˜

Journal Paper

Su, Guan-Ming, et al. "3D Video Communications: Challenges and Opportunities." International Journal of Communication Systems 24. 10 (2011): 1261-1281. Print. *

Published Conference Proceedings

Wang, Wenbo and Andres Kwasinski. "Experience Cooperative Sharing in Cross-Layer Cognitive Radio for Real-Time Multimedia Communication." Proceedings of the 4th International Conference on Cognitive Radio and Advanced Spectrum Management (CogART 2011). Ed. unknown. Barcelona, Spain: ACM, 2011. Print. ∆

Layerle, David and Andres Kwasinski. "A Power Efficient Pulsed MAC Protocol for Body Area Networks." Proceedings of the 22nd IEEE Personal Indoor Mobile Radio Communications (PIMRC'11). Ed. N/A. Toronto, Canada: IEEE, 2011. Print. *

Wang, Wenbo and Andres Kwasinski. "Cooperative Learning for Reduced Complexity Cross-Layer Cognitive Radio." Proceedings of the 22nd IEEE Personal Indoor Mobile Radio Communications (PIMRC'11). Ed. unknown. Toronto, Canada: IEEE, 2011. Print. *

Fiss, Xander and Andres Kwasinski. "Automatic Real-Time Electric Guitar Audio Transcription." Proceedings of the 2011 IEEE International Conference on Audio, Speech and Signal Processing (ICASSP). Ed. N/A. Prague, Czech Republic: IEEE, 2011. Print. *

Horner, Nathaniel and Andres Kwasinski. "Improving the Performance of DSP Systems for MIMO Processing." Proceedings of the 2011 IEEE International Conference on Audio, Speech and Signal Processing (ICASSP). Ed. N/A. Prague, Czech Republic: IEEE, 2011. Print. *

Kwasinski, Andres. "In-class Demonstrations with a Portable Laboratory for Teaching DSP to Computer Engineering Majors." Proceedings of the 2011 IEEE International Conference on Audio, Speech and Signal Processing (ICASSP). Ed. N/A. Prague, Czech Republic: IEEE, 2011. Print. *

Journal Editor

Kwasinski, Andres, ed. Journal of Selected Topics in Signal Processing. IEEE: IEEE, 2011. Print. £

Kwasinski, Andres, ed. Signal Processing Magazine. N/A: IEEE, 2011. Print. £

Kwasinski, Andres, ed. Multimedia Technical Committee E-Letter. N/A: IEEE Comsoc Multimedia Technical Committee, 2011. Web. ∆

Kwasinski, Andres, ed. Transactions on Wireless Communications. N/A: IEEE, 2011. Print. £

External Scholarly Fellowships/National Review Committee

6/6/2011 - 7/29/2011
     Air Force Research Laboratory
     Amount: $10,400 ≠

Invited Keynote/Presentation

Kwasinski, Andres. "A Framework for Cross-Layer Technology Implementation based on the Cognitive and Docitive Radio Paradigms." Centre Tecnologic de Telecomunicacions de Catalunya. Centre Tecnologic de Telecomunicacions de Catalunya. Casteldelfels, Barcelona, Spain. 25 Oct. 2011. Address. ∆

2010 Submissions

Formal Presentation

Merkel, C., D. Kudithipudi, and A. Kwasinski. “Lightweight Energy Prediction Filters for Solar-Powered Wireless Sensor Networks.” 6th International Workshop on Unique Chips and Systems (UCAS-6). Atlanta, GA. 4 December 2010. Presentation. "  *

Published Article

Seddik, K., A. Kwasinski and K. J. R. Liu. “Asymptotic Distortion Performance of Source-Channel Diversity over Multi-hop and Relay Channels.” IEEE Transactions on Mobile Computing, (2010): 270-287. Web. *

Kwasinski, A. “Enabling User Cooperation Through Embedded Coding and Awareness of Source Content Dynamics.” IEEE International Conference on Audio, Speech and Signal Processing (ICASSP), 2010. 5562-5565. Web. *

Kwasinski, A. “Transmission of TCP Traffic Over User Cooperative Communications in Infrastructure Networks.” 2010 IEEE Wireless Communications and Networking Conference (WCNC). 2010. n.p. Web. *

Kwasinski, A., and D. Kudithipudi. “Towards Integrated Circuit Thermal Profiling for Reduced Power Consumption: Evaluation of Distributed Sensing Techniques.” Work in Progress in Green Computing (WIPGC). 2010. n.p. Web. *

Wang, W., and A. Kwasinski. “Feedback-based Cooperative Primary Channel Activity Estimation for Dynamic Spectrum Access.” 3rd International Workshop on Cognitive Radio and Advanced Spectrum Management (CogART), 2010. n.p. Web. "  ∆