This inventor holds 6 USPTO granted patents. Top assignee: Guangdong University of Technology. Active years: 2024-2026.
Company Filing History:
Years Active: 2024-2026
Title: Zhenni Li: Innovator in Satellite Technology
Introduction
Zhenni Li is a prominent inventor based in Guangdong, China. She has made significant contributions to the field of satellite technology, holding a total of 6 patents. Her innovative work focuses on methods for satellite signal identification and ephemeris prediction.
Latest Patents
One of her latest patents is a "Satellite multipath signal identification method based on temporality and spatial interaction." This method involves acquiring satellite data and dividing it into a time series dataset and a multi-satellite input dataset. It builds a multipath signal identification model that includes a long short-term memory (LSTM) network, a transformer block, and a fully connected network. The LSTM network performs feature extraction on the time series dataset, while the transformer block extracts features from the multi-satellite input dataset. The fully connected network then fuses these features to produce a multipath signal identification result.
Another notable patent is the "Beidou satellite ephemeris prediction method and system based on water-wave parallel network." This method receives broadcast ephemeris data and calculates a sequence of extrapolation errors and historical extrapolated states. It inputs these into a pre-trained prediction model to output an error prediction result. This system allows for accurate ephemeris prediction at a lower computational cost, making it widely applicable in trajectory prediction.
Career Highlights
Zhenni Li is affiliated with the Guangdong University of Technology, where she continues to advance her research in satellite technology. Her work has garnered attention for its innovative approaches and practical applications in the field.
Collaborations
Zhenni has collaborated with notable colleagues, including Shengli Xie and Kan Xie, contributing to the advancement of satellite technology through teamwork and shared expertise.
Conclusion
Zhenni Li's contributions to satellite technology through her innovative patents highlight her role as a leading inventor in this field. Her work not only enhances our understanding of satellite systems but also paves the way for future advancements in technology.