https://ieeexplore.ieee.org/abstract/document/10668250 Wrote a paper on how to improve performance of servo system (rotating antenna system for satellite tracking) using LSTM. inviting suggestions.!
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Performance Prediction of Antenna Control Servo System based on LSTM Network [R]
Reddit r/MachineLearning / 3/21/2026
📰 NewsIdeas & Deep AnalysisModels & Research
Key Points
- A paper titled "Performance Prediction of Antenna Control Servo System based on LSTM Network" proposes using an LSTM model to predict and improve the performance of a servo system used in rotating satellite-tracking antennas.
- The work aims to enhance control performance, potentially improving tracking accuracy and responsiveness of the antenna system through AI-driven prediction.
- The author invites feedback and suggestions, with the abstract available on IEEE Xplore and a related discussion on Reddit.
- This work exemplifies an AI/ML-enabled approach applied to real-time servo control and signal processing domains.
- The article highlights a research submission in the context of antenna control and machine learning, indicating opportunities for further exploration and validation.
submitted by /u/divyang_space
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