Technologies

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

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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