MACHINE LEARNING Title List (Communication) - 2023

S.No

Project Code

Project Titles

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16

ITWC16

Coordinates-based Resource Allocation Through Supervised Machine Learning

17

ITWC17

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning

18

ITWC18

An Intrusion Detection Method Based on Machine Learning and State Observer for Train-Ground Communication Systems

19

ITWC19

Machine Learning-Assisted Beam Alignment for mmWave Systems

20

ITWC20

Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission

21

ITWC21

UAV-Assisted Wireless Energy and Data Transfer with Deep Reinforcement Learning

22

ITWC22

Deep Learning based End-to-End Wireless Communication Systems without Pilots

23

ITWC23

Deep Learning-based Spreading Sequence Design and Active User Detection for Massive Machine-Type Communications

24

ITWC24

Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing

25

ITWC25

Learning Based Hybrid Beamforming Design for Full-Duplex Millimeter Wave Systems

26

ITWC26

Machine Learning-based Signal Detection for PMH Signals in Load-modulated MIMO System

27

ITWC27

Machine-Learning Beam Tracking and Weight Optimization for mmWave Multi-UAV Links

28

ITWC28

A Machine Learning Method to Synthesize Channel State Information Data in Millimeter Wave Networks

29

ITWC29

Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications 

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