Project Timeline
OCT-NOV'21
Phase 1 - MIMO Detection Lit. Review
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Research and data acquisition on MIMO detection system
NOV-DEC'21
Phase 2 - Deep Neural Networks (NN) Lit. Review
Research on Deep Neural Networks
DEC-JAN'22
Phase 3 - Build NN BPSK MIMO Detector
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Build 8x8 MIMO antenna system for BPSK modulation.
Build NN detector (Tensorflow.)
Train NN and adjust parameters.
Test NN with newly generated data.
JAN-MAR'22
Phase 4 -Implement NN QPSK MIMO Detector
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Build 4x4 & 8x8 MIMO antenna system for QPSK modulation.
Build NN detector (Tensorflow.)
Train NN and adjust parameters.
Test NN with newly generated data.
MAR-APR'22
Phase 5 - Improve NN for High Spectral Modulations (16/64 -QAM)
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Build 2x2 & 4x4 MIMO antenna system for QPSK modulation.
Build NN detector (Tensorflow.)
Train NN and adjust parameters.
Test NN with newly generated data.