Sreenivasa Reddy Yeduri

Machine-type communications, Internet of Things, LTE MAC, 5G MAC, optimization in communication, wireless networks, power line communications, visible light communications, hybrid communication systems, spectrum cartography, spectrum sensing, V2X communication, V2V communication, wireless sensor networks, Long Range communications for UAV, mmWave RADAR, sensor fusion techniques, aerial vehicle traffic management, low-latency communications for UAV, real-time implementation of communication protocols using USRPs and WSN motes. Real-time usage of thermal cameras, LiDAR, and mmWave radar for UAV navigation.

Wireless Communications

Analog and Digital Communications

Probability Theory and Random Variables

Computer Networks

Computer Architecture

Data Structures

mmWave RADAR

• 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. [Journal]

• 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. International Conference on 6G Networking (6GNet), Paris, France, Oct. 2023, accepted for presentation.[Conference]

• 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. [Journal]
• 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. [Journal]
• 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. [Journal]
• A. Sonny, S. R. Yeduri, and L. R. Cenkeramaddi, "Autonomous UAV Path Planning using Modified PSO for UAV-Assisted Wireless Networks," IEEE ACCESS, accepted for publication, June 2023. [Journal]
• 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.[Journal]
• Khushi Gupta, Arshdeep Singh, Sreenivasa Reddy Yeduri, M. B. Srinivas, and Linga Reddy 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. [Journal]
• 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. [Conference]
• Sindhusha Jeeru; Arun Kumar Sivapuram; David Gonzalez Leon; 'Gröli Jade'; Sreenivasa Reddy Yeduri; Linga Reddy Cenkeramaddi, Depth Camera based Dataset of Hand Gestures, Data in Brief, accepted for publication, 03 October 2022. [Journal]
• Bremnes, Kenneth; Moen, Rebecca; Yeduri, Sreenivasa Reddy; Yakkati, Rakesh Reddy; Cenkeramaddi, Linga Reddy (2022). Classification of UAVs utilizing Fixed Boundary Empirical Wavelet sub-bands of RF Fingerprints and Deep Convolutional Neural Network. IEEE Sensors Journal. ISSN: 1530-437X. doi:10.1109/JSEN.2022.3208518. [Journal]
• S. R. Yeduri, S. Jeeru, and L. R. Cenkeramaddi, Green Machine Learning for Machine to Machine Communication, accepted, CRC Press, 23 Sep. 2022.  [Book Chapter]
• 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. [Journal]
• 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. [Journal]
• A. Dayal, Sreenivasa Reddy Yeduri, B. H. Koduru, R. K. Jaiswal, Sowmya J., Srinivas M. B., O. J. Pandey, L. R. Cenkeramaddi, Light Weight Deep Convolutional Neural Network for Background Sound Classification in Speech Signals, accepted for publication, The Journal of the Acoustical Society of America as of Mar 30, 2022.  [Journal]
• Sreenivasa Reddy Yeduri, Daniel Skomedal Breland, Om Jee Pandey, Linga Reddy 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. [Journal]
• Sreenivasa Reddy Yeduri, Daniel Skomedal Breland, Simen Birkeland Skriubakken, Om Jee Pandey, Linga Reddy Cenkeramaddi, Low resolution thermal imaging dataset of sign language digits, Data in Brief, Volume 41, 2022, 107977, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2022.107977. [Journal]
• 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. [Conference]
• 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, Elsevier, accepted for publication, 16 November 2021. [Journal]
• 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. [Conference]
• 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. [Conference]
• 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 [Conference]
• 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 [Journal]
• 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 [Journal]
• 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 [Journal]
• 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 [Conference]
• 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 [Conference]
• 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 [Conference]
• 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 [Conference]