MACHINE LEARNING Title List (Communication) - 2021

S.No

Project Code

Project Titles

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1

ITCML01

Sparse Signal Processing for Massive Device Connectivity via Deep Learning

2

ITCML02

Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications

3

ITCML03

RFID based Smart Transportation System with Android Application

4

ITCML04

Deep Learning Approaches for Open Set Wireless Transmitter Authorization

5

ITCML05

Quaternion neural networks for 3d sound source localization in reverberant environments

6

ITCML06

Sleeping Multi-Armed Bandit Learning for Fast Uplink Grant Allocation in Machine Type Communications

7

ITCML07

Machine Learning-Based Signal Detection for CoMP Downlink in Ultra-Dense Small Cell Networks

8

ITCML08

Channel Assignment in Uplink Wireless Communication using Machine Learning Approach

9

ITCML09

Deep Learning-based Channel Estimation and Tracking for Millimeter-wave Vehicular Communications

10

ITCML10

A NOMA-based Q-Learning Random Access Method for Machine Type Communications

11

ITCML11

Deep Learning-based Sum Data Rate and Energy Efficiency Optimization for MIMO-NOMA Systems

12

ITCML12

Machine-Learning-Based Scenario Identification Using Channel Characteristics in Intelligent Vehicular Communications

13

ITCML13

Deep Reinforcement Learning Based Joint Scheduling of eMBB and URLLC in 5G Networks

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