Publications

Book Chapter

1. S. R. Yeduri, S. Jeeru, and L. R. Cenkeramaddi, Green Machine Learning for Machine to Machine Communication, CRC Press, pp. 176--197, Sep. 2022.

Journals

• 1. K. Gupta, S. R. Yeduri, and L. R. Cenkeramaddi, "Breathing Rate Classification Using Piezoresistive Sensor Utilizing Continuous Wavelet Transform and Lightweight CNN," IEEE Access, vol. 12, pp. 50362-50375, Apr. 2024, doi: 10.1109/ACCESS.2024.3384983.

  2. S. Birkeland, L. J. Fjeldvi, N. Noori, S. R. Yeduri, and L. R. Cenkeramaddi, "Video based hand gesture recognition dataset using thermal camera," Data in Brief, 2024, 110299, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2024.110299.

  3. A. N. Wilson, S. R. Yeduri, A. Jha, A. Kumar, and L. R. Cenkeramaddi, "RL-based Energy-Efficient Data Transmission over Hybrid BLE/LTE/Wi-Fi/LoRa UAV-Assisted Wireless Network," IEEE/ACM Transactions on Networking, accepted for publication, 07 Nov. 2023.

  4. R. R. Yakkati, S. R. Yeduri, R. K. Tripathy, and L. R. Cenkeramaddi, "Multi-channel Time-frequency Domain Deep CNN Approach for Machinery Fault Recognition using Multi-sensor Time-series," IEEE Access, accepted for publication, 12 Oct. 2023.

  5. A. Sonny, S. R. Yeduri, and L. R. Cenkeramaddi, "Q-Learning-based Unmanned Aerial Vehicle Path Planning with Dynamic Obstacle Avoidance," Applied Soft Computing, vol. 147, iss.1568-4946, pp. 110773, Nov. 2023.

  6. R. R. Yakkati, S. R. Yeduri, R. K. Tripathy, and L. R. Cenkeramaddi, "Time Frequency Domain Deep CNN for Automatic Background Classification in Speech Signals" International Journal of Speech Technology, accepted, Aug. 2023.

  7. N. S. Mouni, S. R. Yeduri, A. Kumar, and L. R. Cenkeramaddi, "Short Packet Communications in UAV-NOMA System with Imperfect SIC," IEEE Communications Letters, early access, Aug. 2023. doi: 10.1109/LCOMM.2023.3304063.

  8. A. Sonny, S. R. Yeduri, and L. R. Cenkeramaddi, "Autonomous UAV Path Planning Using Modified PSO for UAV-Assisted Wireless Networks," IEEE Access, vol. 11, pp. 70353-70367, Jul. 2023, doi: 10.1109/ACCESS.2023.3293203. 

  9. S. R. Yeduri, N. S. Chilamkurthy, O. J. Pandey and L. R. Cenkeramaddi, "Energy and Throughput Management in Delay-Constrained Small-World UAV-IoT Network," IEEE Internet of Things Journal, vol. 10, no. 9, pp. 7922-7935, 1 May1, 2023, doi: 10.1109/JIOT.2022.3231644.

  10. K. Gupta, A. Singh, S. R. Yeduri, M. B. Srinivas, and L. R. Cenkeramaddi, "Hand Gestures Recognition using Edge Computing System based on Vision Transformer and Lightweight CNN," Journal of Ambient Intelligence and Humanized Computing, vol. 14, pp. 2601–2615, Dec. 2022.

  11. S. Jeeru; A. K. Sivapuram; D. G. Leon; 'G. Jade'; S. R. Yeduri, L. R. Cenkeramaddi, "Depth Camera based Dataset of Hand Gestures", Data in Brief, accepted for publication, 03 October 2022.

  12. K. Bremnes, R. Moen, S. R. Yeduri, R. R. Yakkati, L. R. Cenkeramaddi, "Classification of UAVs utilizing fixed boundary empirical wavelet sub-bands of RF fingerprints and deep convolutional neural network," IEEE Sensors Journal, vol. 22, no. 21, pp. 21248-56, Sep. 2022.

  13. R. K. Jaiswal, S. R. Yeduri, and L. R. Cenkeramaddi, "Single-channel speech enhancement using implicit Wiener filter for high-quality speech communication," International Journal of Speech Technology, vol. 25, no. 3, pp.745-758, Aug. 2022.

  14. D. G. León, J. Gröli, S. R. Yeduri, D. Rossier, R. Mosqueron, O. J. Pandey, and L. R. Cenkeramaddi, "Video hand gestures recognition using depth camera and lightweight CNN," IEEE Sensors Journal, vol. 22, no. 14, pp.14610-14619, Jun. 2022.

  15. A. Dayal, S. R. Yeduri, B. H. Koduru, R. K. Jaiswal, J. Soumya, M. B. Srinivas, O. J. Pandey, and L. R. Cenkeramaddi, "Lightweight deep convolutional neural network for background sound classification in speech signals," The Journal of the Acoustical Society of America, vol. 151, no. 4, pp.2773-2786, Apr. 2022.

  16. S. R. Yeduri, D. S. Breland, O. J. Pandey, L. R. Cenkeramaddi, "Updating thermal imaging dataset of hand gestures with unique labels," Data in Brief, vol. 41, pp 107977, Apr. 2022. doi:https://doi.org/10.1016/j.dib.2022.108037.

  17. S. R. Yeduri, D. S. Breland, S. B. Skriubakken, O. J. Pandey, L. R. Cenkeramaddi, "Low resolution thermal imaging dataset of sign language digits," Data in Brief, vol. 41, 2022, 107977, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2022.107977.

  18. Y. S. Reddy, A. Kumar, O. J. Pandey, and L. R. Cenkeramaddi, "Spectrum cartography techniques, challenges, opportunities, and applications: A survey," Pervasive and Mobile Computing, vol. 79, iss. 101511, 2022.

  19. Y. S. Reddy, A. Dubey, A. Kumar, and T. Panigrahi, "A probabilistic approach to model SIC based RACH mechanism for massive machine type communications in cellular networks," IEEE Transactions on Vehicular Technology,  vol. 70, no. 2, pp. 1878-1893, Feb. 2021. doi: 10.1109/TVT.2021.3055286.

  20. Y. S. Reddy, A. Dubey, A. Kumar, and T. Panigrahi, "A successive interference cancellation based random access channel mechanism for machine-to-machine communications in cellular networks," IEEE ACCESS, vol. 9, pp. 8367-8380, Jan. 2021. doi: 10.1109/ACCESS.2021.3049439.

  21. Y. S. Reddy, M. Panda, A. Dubey, A. Kumar, T. Panigrahi, and K. M. Rabie, "Optimization of Indoor Hybrid PLC/VLC/RF Communication Systems," IET Communications, vol. 14, iss. 1, pp. 117-126, Jan. 2020. doi: 10.1049/iet-com.2019.0665.

Conferences

• 1. R. R. Yakkati, B. Pardhasaradhi, S. R. Yeduri, and L. R. Cenkeramaddi, "Low Probability of Intercept Radar Signal Classification using Multi-Channel 1D-CNN," in Proceedings of 10th International Conference on Communication and Signal Processing (ICCSP), accepted for presentation, Apr. 2024. 

  2. S. M. Akella, K. Mubasier, M. Michallik, S. R. Yeduri, and L. R. Cenkeramaddi, "Distributed Q-Learning-Based UAV-Assisted Small World Wireless Network for Energy-Efficient and Delay-Critical Data Transmission," in Proc. 2023 2nd International Conference on 6G Networking (6GNet), Paris, France, 2023, pp. 1-7.

  3. R. R. Yakkati, B. Pardhasaradhi, S. R. Yeduri, O. J. Pandey, and L. R. Cenkeramaddi, ``Power transmission line classification from images using pre-trained deep learning models,'' in Proc. IEEE International Symposium on Smart Electronic Systems (iSES), Warangal, India, Dec. 2022, accepted for presentation. 

  4. Y. S. Reddy, T. Uday, Sindhusha J., A. Dubey, A. Kumar, T. Panigrahi, and L. R. Cenkeramaddi, "SIC-RSRA for Massive Machine-to-Machine Communications in 5G Cellular IoT," in Proceedings of IEEE Wireless Communications and Networking Conference, Austin, TX, USA, Apr. 2022, accepted for presentation. 

  5. R. R. Yakkati, Y. S. Reddy, and L. R. Cenkeramaddi, "Hand Gesture Classification Using Grayscale Thermal Images and Convolution Neural Network," in Proceedings of IEEE iSES, accepted for presentation, 2021.

  6. A. N. Wilson, Y. S. Reddy, J. Ajit, A. Kumar, and L. R. Cenkeramaddi, "Hybrid BLE/LTE/Wi-Fi/LoRa Switching Scheme for UAV-Assisted Wireless Networks," in Proceedings of IEEE ANTS, accepted for presentation, 2021. 

  7. Y. S. Reddy, G. Chopra, A. Dubey, A. Kumar, T. Panigrahi, and L. R. Cenkeramaddi, "Rate-Splitting Random Access Mechanism for Massive Machine Type Communications in 5G Cellular Internet-Of-Things," in Proceedings of IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Helsinki, Finland, Sep. 2021, pp. 648-653. doi: 10.1109/ACCESS.2021.3049439 

  8. Y. S. Reddy, A. Dubey, and A. Kumar, "A MAC-PHY cross layer analysis of NB-PLC system in presence of impulsive noise," in Proceedings of COMSNETS, Bengaluru, India, Jan. 2018, pp. 384-387. doi: 10.1109/COMSNETS.2018.8328223

  9. R. Bale, T. S.  Seetharamaiah, Y. S. Reddy, A. Dubey, and T. Panigrahi, "OFDM vs FBMC: A comparative analysis for broadband-PLC," in Proceedings of COMSNETS, Bengaluru, India, Jan. 2018, pp. 480-483. doi: 10.1109/COMSNETS.2018.8328249.

  10. Y. S. Reddy, A. Dubey, and A. Kumar, "A novel RACH mechanism for machine type communications in cellular networks," in Proceedings of IEEE ANTS, Bhubaneswar, India, Dec. 2017, pp. 1-6. doi: 10.1109/ANTS.2017.8384154

  11. Y. S. Reddy and K. K. Pattanaik, "A reply cache mechanism to reduce query latency of WSN in IoT sensory environment," in Proceedings of IEEE iNIS, Gwalior, India, Dec. 2016, pp. 38-42. doi: 10.1109/iNIS.2016.020