Research Papers
Included below are some of the key research papers that I wrote recently!
All opinions included in the papers are by me, and are not linked to any organizations.
Included below are some of the key research papers that I wrote recently!
All opinions included in the papers are by me, and are not linked to any organizations.
Despite being the top in light pollution globally, limited research was conducted to measure the impact on humans and the ecosystem in Singapore.
Therefore in this project, I studied severity of the light pollution using publicly available datasets. I also created a machine-learning model to do the supervised classification under different categories defined by URA Singapore.
Literature review regarding the current network connectivity options for the IoT ecosystem, focusing on LPWANs.
The paper also includes the potential use cases, future developments, and the current limitations of LPWAN technology.