Astronomy & Space Sciences
Title: | Development of a deep learning enabled algorithm for automatic modulation recognition in blind RF environment |
Area: | Astronomy & Space Sciences |
Focus Area: | Machine Learning for Signal Processing |
Status: | Under Development |
Social Benefits: | The project being undertaken by ISRO in collaboration with academia is directly or indirectly beneficial to the society. |
Developing Agency: | National Institute of Technology (NIT) Kurukshetra, Haryana |
Source Title: | Indian Space Research Organisation (ISRO)- Department of Space (DOS) 2022-2024 |
Brief Description
Description : | The project envisages to conduct the investigations by formulating the Automatic Modulation Recognition (AMR) as a classification problem. The Deep Learning (DL) is capable of achieving complex nonlinear function approximation with stronger generalization ability. |
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