In my home-university, I participated in projects "Direction of Arrival Estimation ", "Performance Evaluation of Classical Bandit Algorithms" and " Coaxial waveguide Simulation " instructed by our professors.
In the first project, I engaged to stimulate broadband direction of arrival estimation by MUSIC algorithm on MATLAB. Our group realized detecting the directions of 2 voices in real-time.
For the second project, there was a three arms bandit machine and we tried to give the best strategy to maximize the reward without knowing the rewarded probability of each arm, simulating on Python. I modeled and calculated the probability of rewarded from each arm by greedy algorithm, UCB algorithm and Thompson sampling algorithm.
The third project wanted us to model a coaxial waveguide that has 3 regions with different complex permittivities. After doing this I had a better command of electromagnetism.
This semester in UC, Berkeley, I have designed a 2-stages amplifier in EE140 and LED matrix controlled by a glove in EECS149.
By undertaking these projects, for one thing, I have largely broadened my intellectual horizon, for another, I enhanced my ability in data analysis and interpretation of results to conduct productive researches, which will pave the way for my following study