Publication Record
Publication Record
Embedded Files
Conference Proceedings
Conference Proceedings
V. Kumar, F. Li, J. Zhang, F. Ye and G. Subramanyam, "A Machine Learning Approach to Modulation Detection in Wireless Communications," NAECON 2021 - IEEE National Aerospace and Electronics Conference, Dayton, OH, USA, 2021, pp. 341-347, doi: 10.1109/NAECON49338.2021.9696420.
V. Kumar, J. Yu, F. Ye and G. Subramanyam, "A Distributed Approach to Energy Efficiency in Seamless IoT Communications," 2021 IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, 2021, pp. 1-6, doi: 10.1109/GLOBECOM46510.2021.9685272.
V. Kumar, X. Fan, E. S. Peterson and J. V. Cree, "A Systematic Study to Determine 5G Baseline Performance for Scientific Computing," SoutheastCon 2023, Orlando, FL, USA, 2023, pp. 43-48, doi: 10.1109/SoutheastCon51012.2023.10115108.
D. Mercado-Perez, V. Kumar, F. Ye, R. Q. Hu and Y. Qian, "An Evaluation Platform for Channel Estimation in MIMO Systems," NAECON 2023 - IEEE National Aerospace and Electronics Conference, Dayton, OH, USA, 2023, pp. 244-248, doi: 10.1109/NAECON58068.2023.10365882.
Mercado-Perez, D., Kumar, V., Ye, F. (2024). A Software Defined Radio Testbed to Analyze the Performance of Channel Estimation in MIMO Systems. In: Kadoch, M., Lu, K., Ye, F., Qian, Y. (eds) Proceedings of the International Symposium on Intelligent Computing and Networking 2024. ISICN 2024. Lecture Notes in Networks and Systems, vol 1094. Springer, Cham. https://doi.org/10.1007/978-3-031-67447-1_4
Kumar, V., Ye, F. (2024). Analysis of Reciprocity Based Downlink Channel Estimation with Uneven Uplink Channel. In: Kadoch, M., Lu, K., Ye, F., Qian, Y. (eds) Proceedings of the International Symposium on Intelligent Computing and Networking 2024. ISICN 2024. Lecture Notes in Networks and Systems, vol 1094. Springer, Cham. https://doi.org/10.1007/978-3-031-67447-1_23
V. Kumar, F. Ye, R. Q. Hu and Y. Qian, "Integrating Spectrum Sensing and Channel Estimation for Wireless Communications," 2024 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), Washington, DC, USA, 2024, pp. 130-134, doi: 10.1109/DySPAN60163.2024.10632836.
V. Kumar, D. Mercado-Perez, F. Ye, R. Q. Hu and Y. Qian, "A Reconstructed Autoencoder Design for CSI Processing in Massive MIMO Systems," ICC 2024 - IEEE International Conference on Communications, Denver, CO, USA, 2024, pp. 5111-5116, doi: 10.1109/ICC51166.2024.10623101.
Huiwen Zhang, V.Kumar, and F. Ye, "Enhancing AI-Supported Channel Estimation in MIMO Systems with Open Set Recognition", accepted to be presented at IEEE Global Communications 2024.
Varun Kowndinya Shankar Prasad, and V. Kumar, "Leveraging Docker Containers for Scalable Wireless Communication Applications" to appear in IEEE National Aerospace and Electronics Conference (NAECON) 2024.
Journal Papers
Journal Papers
V. Kumar, F. Li, F. Ye and G. Subramanyam, "Autonomous Wireless Technology Detection in Seamless IoT Applications," in IEEE Internet of Things Journal, vol. 9, no. 20, pp. 20322-20330, 15 Oct.15, 2022, doi: 10.1109/JIOT.2022.3173627.
V. Kumar et al., "Seamless Wireless Communication Platform for Internet of Things Applications," in IEEE Wireless Communications, vol. 30, no. 6, pp. 102-110, December 2023, doi: 10.1109/MWC.006.2200097.
Technical Reports
Technical Reports
Fan, Xiaoyuan, Ogle, James P., Cree, Johnathan V., Wang, Dexin, Chen, Yousu, Peterson, Elena S., Fu, Tao, Ren, Huiying, Bel, Oceane, Barker, Kevin J., Kumar, Venkataramani Tiruchirappalli Narayana, and Wang, Liwei. Technical Characterization and Benefit Evaluation of 5G-Enabled Grid Data Transport and Applications. United States: N. p., 2022. Web. doi:10.2172/1983947.
Fan, Xiaoyuan, Wang, Dexin, Qin, Chuan, Guddanti, Kishan Prudhvi, Tiruchirappalli Narayana Kumar, Venkataramani, Chen, Yousu, Ogle, James P., Liu, Yuan, Cree, Johnathan V., Peterson, Elena S., Barker, Kevin J., Manz, David O., and Hou, Zhangshuan. 5G Energy FRAME: The Design and Implementation of Data, Model, and Use Case (Year 2 Report). United States: N. p., 2023. Web. doi:10.2172/1995522.
Datasets
Datasets
J. Cree, V. Kumar, E. Peterson, X. Fan, J. Ogle, D. Wang, S. Sandland, N. Moore, and D. Sanner, “5G Energy FRAME Datasets for PNNL AWC Testbed with 5G Standalone Configuration” [PNNL-SA-177068] now is available for download and review.
J. V. Cree, V. Kumar, N. A. Moore, T. L. Andersen, S. P. Sandland, J. P. Ogle, and D. Wang, D. Sanner, X. Fan. “5G Non-Standalone (NSA) Latency Dataset by 5G Energy FRAME project team” [PNNL-SA-184198] now is available for download and review.
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