Advanced signal and data processing techniques, powered by digital architectures, artificial intelligence, and sophisticated algorithms, are transforming the performance of modern commercial, military, and wireless systems. These algorithms are typically designed to optimize performance under specific conditions; however, they may not always remain robust when those conditions change.
Effective sensor algorithm design requires carefully selecting the optimal signal processing approach or a combination of approaches while understanding their strengths, limitations, and interactions with sensor performance and operational environments. Successful system development depends on a deep understanding of processing hardware constraints, selecting algorithms that achieve the required performance within those limits, and identifying optimal operating conditions.
At WEMSS Lab, we specialize in developing and applying advanced algorithms across multiple sectors, including Defense and Aerospace, Wireless Communications, Healthcare and Medical Technology, Cybersecurity and Information Systems, Automotive and Transportation, Energy and Smart Infrastructure, and Artificial Intelligence and Data Science.