Publications
I have authored 30+ peer-reviewed publications across machine learning, signal processing, wireless communications, localization, and data-driven engineering systems.
Selected Research Themes
Machine learning for signal processing; Hidden Markov Models for time-series inference; wireless localization; low-SNR signal detection; visible light communication; AI-enabled engineering systems.
Wi-Fi Fingerprinting Indoor Localization
Dynamic mode decomposition feature selection with Hidden Markov Models for localization using noisy wireless signal data.
Wavelet-Based Feature Extraction with HMM
Machine learning and signal processing for acoustic detection and classification of Antarctic blue whale sounds.
Efficient Channel Coding for VLC
Reliable communication and coding methods for visible light communication systems.
AI and 6G Networks
Research contributions in machine learning, wireless communication systems, and next-generation network performance.