Journal Publications:

  • Bhabanisankar Pati, Ajit Kumar Sahoo and Siba K. Udgata. "Caption Generation for Sensing-Based Activity Using Attention-Based Learning Models", IEEE Sensors Letters , vol. 8, no. 3, pp. 1-4, March 2024.

  • Sruthi Penmetsa , Siba K Udgata. "Wi-Fi sensing based person identification and activity recognition using two-phase deep learning model", Engineering Application And Artificial Intelligence, 2024.

  • Sruthi Penmetsa & Sriyanka. S. , Siba K Udgata. "HandFi: WiFi Sensing based Hand Gesture Recognition using Channel State Information", Procedia computer science, 2023.

  • Rohit Kumar Bondugula, Siba K Udgata & Kaushik Bhargav Sivangi. " A novel deep learning architecture and MINIROCKET feature extraction method for human activity recognition using ECG, PPG and inertial sensor dataset.", Applied Intelligence, 2022.

  • Ajit Kumar Sahoo and Siba K. Udgata. "A novel fuzzy inspired machine learning framework for relative humidity estimation using time-of-flight of ultrasonic sensor.", Measurement, 2022.

  • Sruthi P. and Siba K. Udgata. "An improved Wi-Fi sensing-based human activity recognition using multi-stage deep learning model." , Soft Computing, 2022.

  • Mohanty Susil Kumar and Siba K. Udgata. "SATPAS: SINR-based adaptive transmission power assignment with scheduling in wireless sensor network." , Engineering Applications of Artificial Intelligence, 2021.

  • Bhawani Shankar Pattnaik, Arunima Sambhuta Pattanayak, Siba Kumar Udgata and Ajit Kumar Panda. "Machine learning based soft sensor model for BOD estimation using intelligence at edge." Complex & Intelligent Systems 7.2 (2021): 961-976.

  • Rohit Kumar Bondugula , Siba K. Udgata, and Nitin Sai Bommi. "A Novel Weighted Consensus Machine Learning Model for COVID-19 Infection Classification Using CT Scan Images." Arabian Journal for Science and Engineering (2021): 1-12.

  • Chinnasamy, Poongodi, Siba Kumar Udgata , Lalitha K & Jeevanantham A. "Multi-objective based deployment of throwboxes in delay tolerant networks for the internet of things environment." Evolutionary Intelligence 14.2 (2021): 895-907.

  • Arun Avinash Chauhan and Siba K. Udgata. "Data aggregation using difference transfer for load reduction in periodic sensor networks." Wireless Personal Communications 115.2 (2020): 1507-1524

  • Ajit Kumar Sahoo and Siba K. Udgata. "A novel ANN-based adaptive ultrasonic measurement system for accurate water level monitoring." IEEE Transactions on Instrumentation and Measurement 69.6 (2019): 3359-3369.

  • Arunima Sambhuta Pattanayak, Bhawani Shankar Pattnaik, Siba K Udgata and Ajit Kumar Panda. "Development of chemical oxygen on demand (COD) soft sensor using edge intelligence." IEEE Sensors Journal 20.24 (2020): 14892-14902.

  • Susil Kumar Mohanty and Siba K. Udgata. "Minimizing the maximum receiver interference in wireless sensor networks using probabilistic interference model." Engineering Applications of Artificial Intelligence 91 (2020): 103563.

  • Mishra, Pavan Kumar, Sudhakar Pandey, Siba K. Udgata, and Sanjay Kumar Biswash. "Device-centric resource allocation scheme for 5G networks." Physical Communication 26 (2018): 175-184.

Conference Publications:

  • P. Sruthi and Siba K. Udgata. "FingerFi: An Alpha-numeric Character-based Gesture Recognition using Wi-Fi Sensing".IEEE 28th Asia Pacific Conference on Communications (APCC), pp. 213-218, IEEE, Sydney, Australia, 2024.

  • Gayathri Gorrepati, Ajit Kumar Sahoo & Siba K Udgata. "Wi-SafeHome: WiFi Sensing Based Suspicious Activity Detection for Safe Home Environment", 15th conference on Intelligence Human Computer Interaction, 2023.

  • Gayathri Gorrepati, Ajit Kumar Sahoo & Siba K Udgata. "WiFi Sensing Model for Intrusion Detection in Smart Home Environment", Region 10 Humanitarian Technology Conference , R10-HTC , 2023.

  • Sruthi Penmetsa , Siba K Udgata. "FingerFi: An Alpha-numeric Character-based Gesture Recognition using Wi-Fi Sensing", Asia Pacific Conference on Communacations, 2023.

  • Sruthi Penmetsa , Siba K Udgata. "Wi-Fi Sensing Enabled Violent Activity Detection in a Smart Home", IEEE 11th Region 10 Humanitarian Technology Conference , R10-HTC . 2023.

  • Ajit Kumar Sahoo, V. Kompally and Siba K. Udgata. "Wi-Fi Sensing based Real-Time Activity Detection in Smart Home Environment", 2023 IEEE Applied Sensing Conference (APSCON), pp. 1-3, IEEE, 2023.

  • S. Avadut and Siba K. Udgata. "A Deep Learning based IoT Framework for Assistive Healthcare using Gesture Based Interface", 2022 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS), pp. 6-12, IEEE, BALI, Indonesia, 2022.

  • Yogendra Kumar and Siba K. Udgata. "Machine learning model for IoT-Edge device based Water Quality Monitoring", IEEE INFOCOM, pp. 1-6, IEEE, 2022.

  • Ajit Kumar Sahoo, K. Akhil, and Siba K. Udgata. "Wi-Fi Signal-Based Through-Wall Sensing for Human Presence and Fall Detection Using ESP32 Module." Intelligent Systems. Springer, Singapore, 2022. 459-470.

  • Bondugula, Rohit Kumar, Kaushik Bhargav Sivangi, and Siba K. Udgata. "Identification of Schizophrenic Individuals Using Activity Records Through Visualization of Recurrent Networks." Intelligent Systems. Springer, Singapore, 2022. 653-664.

  • Chauhan, Arun Avinash, and Siba K. Udgata. "Predictive Models for Load Reduction in Wireless Sensor Networks." Intelligent Systems. Springer, Singapore, 2022. 435-444.

  • Supriya Das and Siba K. Udgata. "Sensor Placement for Contamination Source Detection in Water Channel Networks." ICC 2021-IEEE International Conference on Communications. IEEE, 2021.

  • Ajit Kumar Sahoo and Siba K. Udgata. "Machine Learning-Based Ambient Temperature Estimation Using Ultrasonic Sensor." Next Generation of Internet of Things. Springer, Singapore, 2021. 657-668.