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a/rsi-application/main.tex +++ b/rsi-application/main.tex @@ -220,21 +220,31 @@ \vspace{0.2 cm} - \newcommand{\mytext}{Firstly, I find Computer Science deeply intriguing as it is the perfect crossover between my two passions of - mathematics and problem-solving. The ability to optimize a computer chip to solve a pratical problem has - always fascinated me, and the rising popularity of Machine Learning and Artificial Intelligence further - piqued my interest during the COVID-19 pandemic. My research project from 2024 - 2025, GaitGuardian, started my journey - with signal processing, as I had worked on a project to predict Freezing of Gait (FoG) episodes in Parkinson's - Disease patients using a belt-mounted IMU sensor and machine learning algorithms. In addition to building - an end-to-end hardware embedding with a custom PCB, I also developed a strong understanding of signal processing - techniques. My novel pipeline involved using fourier transforms, z-score normalization, and wavelet denoising + \newcommand{\mytext}{During the antisocial years of the COVID-19 pandemic, my endless YouTube bingeing + led me into + accidentally discovering how computers work at a low level. The moment I learned the fascinating + marvel of engineering that is a computer, I immediately fell in love with Computer Science. + Over the years, I have also developed a specialized interest in signal processing and its applications. + My curiousity in this topic stems from my first Math Club meeting in 9th grade, where a senior officer + had explained the fascinating science of how radio signals are transmitted and received using Fourier transforms + (as an application of calulus). + These concepts overlapped with my learning of fascinating Calculus concepts, and I was amazed at how signals can + be analyzed and processed. Today, the major question that excites me within the field of Signal Processing is how to effectively + adapt digital signal processing and machine learning for real-time resource-constrained embedded systems. + As a hardcore robotics enthusiast, I have always been not just interested in the theoretical software, + but also the practical hardware embedding of these algorithms. This really sparked my interest in the field + of signal processing for embedded systems, prompting me to start a 2 year research project that would become the + focus of my life. + My ISEF-winning research project from 2024 - 2025, GaitGuardian, was my first major experience with signal processing, + as I had worked on a project to predict Freezing of Gait (FoG) episodes in Parkinson's + Disease patients using a belt-mounted IMU sensor and machine learning algorithms. My novel pipeline involved using fourier transforms, z-score normalization, and wavelet denoising to filter out noise from the raw IMU data. Unlike existing approachs that used time-domain features, I fed the cleaned time-series data into a 1D CNN, acting as an automatic feature extractor (with no flattening). This was passed into a hybrid biLISTM with temporal and spatial attention mechanisms, allowing for segmented windows to be read both forwards and backwards, and a final dense layer would output the boolean state of whether a FoG episode was occuring in real time. The learning I gained from this research led me to pursue other related signal processing tasks to boost the final product for Parkinson's patients. - Researching other Parkinsonian symptoms led me to explore tremor detection (uncontroleld shaking of the hands), + Researching other Parkinsonian symptoms led me to explore tremor detection (uncontrolled shaking of the hands), and I implemented a real-time tremor detection model that involved a bandpass butterworth filter to isolate tremor frequencies between 4-6 Hz, followed by an FFT to extract frequency-domain features. These features were then fed into a lightweight 1D CNN, resulting in state-of-the-art 99\% accuracy while limiting false positives. I also looked into signal processing