Mengxin Liu
Papers
2
Total Citations
10
H-Index
2
About
Mengxin Liu is a rising researcher at the intersection of precision metrology and intelligent human-machine interaction. Their work primarily spans two transformative domains: advanced optical sensing for industrial measurement and brain-computer interfaces (BCI) for manufacturing. Liu’s most notable contribution is the development of a novel Frequency-Modulated Continuous-Wave (FMCW) LiDAR system that integrates frequency-agile spatial encoding. This innovation enables high-precision dynamic measurement of moving targets—a critical advancement over traditional laser trackers—allowing simultaneous acquisition of position and velocity data in real-time industrial settings. The work has already garnered 8 citations since its 2024 publication, signaling strong early impact. In parallel, Liu is pioneering BCI applications for the Internet of Things (IoT). Their 2025 study introduces a brain-controlled robotic arm using an enhanced E-VEP (evoked visual event-related potential) paradigm, enabling operators to transition from passive “pilots” to active “embodiers” in complex 3-D manufacturing scenarios. This work, with 2 citations, addresses the critical challenge of achieving high-precision, flexible robotic control through neural signals alone. By bridging precision optics and neural engineering, Liu is forging new pathways for autonomous, human-centric manufacturing systems.
Research Focus
Key Achievements
Top Papers
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- 2