Covid 19 Detection using ML/DL Algorithms

Genre Classification using MMSP with DL Algorithms

Deep Learning-Driven Beamforming Vector Design and Data Detection in IRS-Enabled Communication

Machine Learning for Signal Detection in Rate-Splitting Multiple Access

M.Tech(Focusing stationary and Moving point Targets using RMA Algorithm in SAR)

Agriculture Automation

Audio- Video Fusion of Text Transcription

Performance of Archimedean and Elliptical Regular Vine Copulas in Human Activity Recognition

Data Ecryption with Advanced Encryption standard (AES) Algorithm

Novel approach for detection of Epileptic seizure using Deep Learning

Finger matching using Minutiae and Ridge features

Filter and forward relay improves security and reliability in cognitive radio system

Smart ATM survelliance system

SNR walls for signal detection

M.Tech(Stripmap SAR Data Processing and Imaging in Matlab)

M.Tech(Focusing stationary and Moving point Targets using RMA Algorithm in SAR

Finger matching using Minutiae and Ridge features

Signal Processing

Deep Neural Networks

Machine Learning

Information Fusion

Intelligent Reflecting Surfaces

Convex optimization in wireless communication

Krrushikar: Design and Development of a Seed Sowing Planter Bot and a Smart Greenhouse Dhanush S. Babu, Vedula Gayatri Bhavani, Saurabh Jain, Sneha N. Baliga, Sahana Srikanth and Sanjeev Gurugopinath

Human Activity Recognition Using Elliptical and Archimedean R-Vine Copulas with Multimodal Data Shreyas Kulkarni, Shreyas R., Rahul R. K., Harshith M., Sahana Srikanth and Sanjeev Gurugopinath

A Comprehensive Survey on Multimodal Data Representation and Information Fusion Algorithms Apeksha Gaonkar, Yogya Chukkapalli, Jahnavi Raman, Sahana Srikanth and Sanjeev Gurugopinath 2021 International Conference on Intelligent Technologies (CONIT)

S. Srikanth, N. S. Chaya, S. Gurugopinath and K. George, "Improved detection of particle sources with a cubic directional array using a mean test," 2016 IEEE Annual India Conference (INDICON), Bangalore, 2016, pp. 1-6.

S. Srikanth, Chaya N. S., S. Gurugopinath and K. George, "Optimal detection of a particle source using cubical and spherical directional detector arrays," 2017 American Control Conference (ACC), Seattle, WA, 2017, pp. 3868-3873.

Abhyankar, Shreya G., Shashank S. Bharadwaj, G. Shobha Rani, Pruthvi G. Karigiri, Sahana Srikanth, and Sanjeev Gurugopinath. "A survey on music genre classification using multimodal information processing and retrieval." In 2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC), pp. 1-6. IEEE, 2023.

Kalyanshetti, Ritika S., Vaishnavi Kulkarni, Manasadevi Jagannath, A. P. Yashaswi, Sahana Srikanth, and Sanjeev Gurugopinath. "Deep learning-based blockage prediction for intelligent reflecting surfaces-aided V2X networks." In 2024 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), pp. 1-5. IEEE, 2024.

Raman, P. Jahnavi, Apeksha Gaonkar, Yogya Chukkapalli, Sahana Srikanth, and Sanjeev Gurugopinath. "Dependency-Based Classification With Multimodal Data Using Regular Vine Copulas." In 2021 IEEE 18th India Council International Conference (INDICON), pp. 1-7. IEEE, 2021.

Prathiksha, M., Priyanka R. Badiger, Varshini Thangaraj, D. A. Varshini, Sahana Srikanth, and Sanjeev Gurugopinath. "A survey on machine learning techniques for multimodal biomedical signal processing." In 2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC), pp. 1-5. IEEE, 2023.

Sahana Srikanth, Sanjeev Gurugopinath, and Sami Muhaidat. "Copula-Driven Learning Techniques for Physical Layer Authentication Using Multimodal Data." IEEE Access (2025).

Sahana Srikanth, Sanjeev Gurugopinath, and Koshy George. "Cubical and spherical directional array-based particle source detection with poisson statistics." Scientific Reports 15, no. 1 (2025): 11637.

Sahana Srikanth, and Sanjeev Gurugopinath. "Driver behavior classification using multimodal images: A regular vine copula-based approach." Signal, Image and Video Processing 19, no. 8 (2025): 1-9.