MATLAB Based Final Year Projects for ECE Students 2026 — IEEE Mini & Major MATLAB ECE Projects Bangalore
MATLAB is the primary simulation and analysis environment for Electronics and Communication Engineering (ECE) research and final year projects. At ProjectsatBangalore, we deliver 45 unique IEEE 2026 MATLAB based ECE projects across 9 ECE-specific MATLAB domains — covering MATLAB signal processing projects for ECE (adaptive filtering, compressive sensing, wavelet analysis), MATLAB communication projects for ECE (OFDM, MIMO, 5G NR channel estimation, modulation BER analysis), MATLAB biomedical projects for ECE (ECG/EEG signal analysis, medical image segmentation), MATLAB radar projects for ECE (SAR imaging, FMCW radar, STAP beamforming), MATLAB image processing projects for ECE (remote sensing, medical CT/MRI, deep learning-based classification), MATLAB speech processing projects (GAN-based enhancement, speaker recognition, noise cancellation), MATLAB optical communication projects for ECE (VLC, FSO, coherent optical OFDM), MATLAB FPGA projects for ECE (HDL Coder-generated Verilog, fixed-point DSP implementation on Xilinx), and MATLAB neural network and machine learning projects for ECE (CNN-based signal classification, LSTM for channel prediction, SVM for fault detection).
All MATLAB ECE projects include the IEEE Xplore 2026 base paper, complete .m MATLAB scripts and .slx Simulink model files, simulation result plots and screenshots, university-format project report for VTU, Anna University, JNTU, SRM and Manipal, PPT presentation and viva Q&A support. These are distinct from the MATLAB Simulink power electronics and electrical projects (EEE domain) — these 45 topics are exclusively for ECE students.
MATLAB ECE Project Domains Covered
- MATLAB signal processing projects for ECE (adaptive filters, wavelet, compressive sensing)
- MATLAB wireless communication projects for ECE (OFDM, MIMO, 5G, modulation)
- MATLAB biomedical projects for ECE (ECG, EEG, medical image analysis)
- MATLAB radar projects for ECE (FMCW, SAR, Phased Array Toolbox)
- MATLAB image processing projects for ECE (remote sensing, medical CT/MRI)
- MATLAB speech processing projects (GAN enhancement, speaker recognition)
- MATLAB optical communication projects for ECE (VLC, FSO, coherent OWC)
- MATLAB FPGA projects for ECE (HDL Coder, Xilinx co-simulation)
- MATLAB neural network and machine learning projects for ECE
- MATLAB sensor network projects for ECE (WSN, compressive sensing IoT)
- MATLAB coding projects for ECE (channel coding, LDPC, turbo codes)
- MATLAB real-time hardware interfacing projects (Arduino, Raspberry Pi, SDR)
MATLAB Toolboxes Used for ECE Final Year Projects
ECE-specific MATLAB toolboxes and third-party platforms used across all 9 MATLAB ECE project domains — from signal analysis and wireless channel simulation to biomedical processing, radar beamforming and FPGA code generation.
45 IEEE 2026 MATLAB Based ECE Final Year Project Topics
Nine ECE-specific MATLAB domains — each with 5 IEEE 2026 project titles, hardware/software tools and student levels. Contact us for the IEEE base paper, MATLAB source code, Simulink models and complete project package.
| # | IEEE 2026 MATLAB Signal Processing Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 01 | Compressive Sensing-Based ECG Signal Reconstruction Over Wireless Body Area Network Using MATLAB Sparse Recovery | MATLABSignal Processing TBCommunications TBArduino + AD8232 |
MTechPhD IEEE Trans. Signal Processing |
| 02 | Adaptive LMS and RLS Filter Design for Real-Time Noise Cancellation in MATLAB — ECG Baseline Wander Removal | MATLABDSP System TBSignal Processing TB |
BEMTech Elsevier Signal Processing |
| 03 | Wavelet Packet Transform-Based Spectrum Sensing for Cognitive Radio Under Noisy Channel Conditions in MATLAB | MATLABWavelet ToolboxCommunications TB |
MTechPhD IEEE Trans. Cognitive Commun. |
| 04 | Time-Frequency Analysis of Non-Stationary Biomedical Signals Using MATLAB Empirical Mode Decomposition and Hilbert–Huang Transform | MATLABSignal Processing TBWavelet TB |
MTechPhD Biomedical Signal Processing & Control |
| 05 | MATLAB Real-Time FIR / IIR Filter Design on USRP SDR Board for Cognitive Radio Signal Analysis — Hardware Interfacing Project | MATLABDSP System TBGNU Radio / USRP |
BEMTech IEEE Signal Processing Lett. |
| # | IEEE 2026 MATLAB Wireless Communication Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 06 | Sparse Code Multiple Access (SCMA) vs NOMA BER Performance Analysis for 5G Uplink Using MATLAB Communications Toolbox | MATLABCommunications TB5G NR Toolbox |
MTechPhD IEEE Trans. Wireless Commun. |
| 07 | Transformer-Based Deep Learning Channel Estimation for OTFS-OFDM in High-Mobility Vehicle-to-Vehicle Communication Using MATLAB | MATLABDeep Learning TBCommunications TB |
PhD IEEE Trans. Vehicular Technology |
| 08 | Polar Code vs LDPC vs Turbo Code BER Comparison for 5G NR Control and Data Channels Using MATLAB 5G Toolbox | MATLAB5G NR ToolboxCommunications TB |
MTechPhD IEEE Commun. Letters |
| 09 | Adaptive Modulation and Coding (AMC) for OFDM System Under Rayleigh Fading — MATLAB BER and Throughput Analysis for ECE Mini Project | MATLABCommunications TBSignal Processing TB |
BEMTech Elsevier Digital Signal Processing |
| 10 | Massive MIMO Hybrid Precoding for mmWave 5G — AI-Aided Codebook Design and BER Simulation in MATLAB Phased Array and Communications Toolbox | MATLABPhased Array TBCommunications TBDeep Learning TB |
PhD IEEE J. Sel. Areas Commun. |
| # | IEEE 2026 MATLAB Biomedical Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 11 | Transformer-Attention CNN for 12-Lead ECG Arrhythmia Classification Using MATLAB Deep Learning Toolbox — ECE Biomedical Project | MATLABDeep Learning TBSignal Processing TB |
MTechPhD IEEE J. Biomed. Health Inform. |
| 12 | Wavelet-Based Multi-Scale Feature Extraction from EEG for Epileptic Seizure Detection Using SVM Classifier in MATLAB | MATLABWavelet TBStatistics & ML TB |
MTechPhD Biomedical Signal Processing & Control |
| 13 | MATLAB-Based Automated Diabetic Retinopathy Grading from Fundus Images Using Transfer Learning (EfficientNet-B4) | MATLABDeep Learning TBImage Processing TB |
MTechPhD IEEE Trans. Biomed. Eng. |
| 14 | Compressive Sensing-Based Ambulatory EMG Signal Acquisition and Muscle Fatigue Analysis Using MATLAB — ECE Biomedical Major Project | MATLABSignal Processing TBArduino + MyoWare EMG |
BEMTech IEEE Sensors J. |
| 15 | MATLAB EEG Motor Imagery Classification for Brain-Computer Interface (BCI) Using Common Spatial Pattern (CSP) and LDA | MATLABSignal Processing TBStatistics & ML TBDeep Learning TB |
PhD IEEE Trans. Neural Syst. Rehabil. |
| # | IEEE 2026 MATLAB Radar Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 16 | FMCW Radar Target Detection and Range-Doppler Processing Using MATLAB Phased Array System Toolbox — ECE Major Project | MATLABPhased Array TBSignal Processing TB |
MTechPhD IEEE Trans. Aerosp. Electron. Syst. |
| 17 | Synthetic Aperture Radar (SAR) Image Formation Using Back-Projection and Omega-k Algorithm in MATLAB Phased Array Toolbox | MATLABPhased Array TBImage Processing TB |
MTechPhD IEEE Geosci. Remote Sens. Lett. |
| 18 | Space-Time Adaptive Processing (STAP) for Airborne Radar Clutter Suppression Using MATLAB and Joint-Domain Localised Processor | MATLABPhased Array TBStatistics & ML TB |
PhD IEEE Trans. Signal Processing |
| 19 | Deep Learning-Aided Radar Gesture Recognition for Human-Computer Interaction Using MATLAB Range-Doppler Spectrograms | MATLABDeep Learning TBPhased Array TB |
MTechPhD IEEE Sensors J. |
| 20 | CFAR Target Detection in MATLAB for Maritime Radar Under Sea Clutter — Adaptive OS-CFAR vs CA-CFAR Performance Comparison | MATLABPhased Array TBSignal Processing TB |
MTech Elsevier Signal Processing |
| # | IEEE 2026 MATLAB Image Processing Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 21 | Hyperspectral Remote Sensing Image Classification Using 3D-CNN and Principal Component Analysis in MATLAB — ECE Research Project | MATLABDeep Learning TBImage Processing TBStatistics TB |
MTechPhD IEEE Trans. Geosci. Remote Sens. |
| 22 | Blind Image Denoising Using Sparse Dictionary Learning and K-SVD Algorithm in MATLAB Image Processing Toolbox | MATLABImage Processing TBSignal Processing TB |
BEMTech Elsevier Signal Processing: Image Comm. |
| 23 | MATLAB Swin-Transformer-Based CT Scan Tumour Segmentation for Brain Cancer Detection — ECE Biomedical Image Processing Major Project | MATLABDeep Learning TBImage Processing TBComputer Vision TB |
PhD IEEE Trans. Med. Imaging |
| 24 | SAR-Optical Image Fusion for Urban Change Detection Using MATLAB Wavelet and Deep Feature Fusion | MATLABWavelet TBDeep Learning TBImage Processing TB |
MTechPhD IEEE Geosci. Remote Sens. Lett. |
| 25 | Real-Time PCB Defect Detection Using YOLOv9 Implemented via MATLAB Computer Vision Toolbox and Arduino Camera Interface | MATLABComputer Vision TBDeep Learning TBArduino + OV7670 |
BEMTech IEEE Trans. Ind. Informatics |
| # | IEEE 2026 MATLAB Speech Processing Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 26 | GAN-Based Real-Time Speech Enhancement for Hearing Aid Applications Using MATLAB Audio Toolbox and Deep Learning — ECE Major Project | MATLABAudio ToolboxDeep Learning TB |
MTechPhD IEEE Trans. Audio Speech Lang. |
| 27 | MATLAB Speaker Verification System Using MFCC Feature Extraction and Gaussian Mixture Model (GMM) — ECE Signal Analysis Project | MATLABAudio ToolboxStatistics & ML TB |
BEMTech Elsevier Speech Communication |
| 28 | Acoustic Echo Cancellation for Teleconference Systems Using MATLAB Adaptive Frequency-Domain LMS Filter | MATLABDSP System TBAudio Toolbox |
BEMTech IEEE Signal Processing Lett. |
| 29 | MATLAB Conformer-Based End-to-End Automatic Speech Recognition (ASR) for Indian Accent Using Deep Learning Toolbox | MATLABDeep Learning TBAudio ToolboxPython (pre-processing) |
PhD IEEE Trans. Audio Speech Lang. |
| 30 | Pathological Voice Detection Using MATLAB Acoustic Analysis and SVM — ECE Biomedical Speech Mini Project with MATLAB Source Code | MATLABAudio ToolboxStatistics & ML TB |
BEMTech Biomedical Signal Processing & Control |
| # | IEEE 2026 MATLAB Optical Communication Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 31 | OFDM-Based Visible Light Communication (VLC) System Design and BER Simulation Using MATLAB — ECE Optical Communication Project | MATLABCommunications TBSignal Processing TB |
MTechPhD IEEE Photonics J. |
| 32 | Adaptive Optics-Based Free-Space Optical (FSO) Link Simulation for Atmospheric Turbulence Mitigation Using MATLAB | MATLABCommunications TBSignal Processing TB |
PhD IEEE/OSA J. Opt. Commun. Netw. |
| 33 | LiFi Indoor Network Capacity Analysis Using MATLAB — Multi-User OFDM VLC with Angle Diversity and Interference Mitigation | MATLABCommunications TBSignal Processing TB |
MTechPhD IEEE Trans. Wireless Commun. |
| 34 | MATLAB Hardware Interfacing for VLC Prototyping — LED Transmitter and Photodiode Receiver with Arduino and MATLAB Serial Communication | MATLABSignal Processing TBArduino + LED + PD |
BEMTech IEEE Photonics Technol. Lett. |
| 35 | Deep Learning-Based Nonlinear Equaliser for Coherent Optical OFDM Transmission Using MATLAB — ECE Optical Communication Research Project | MATLABDeep Learning TBCommunications TB |
PhD IEEE J. Lightwave Technology |
| # | IEEE 2026 MATLAB FPGA Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 36 | MATLAB HDL Coder-Based FPGA Implementation of Fixed-Point FIR Filter for ECG Signal Denoising on Xilinx Artix-7 — ECE FPGA Hardware Project | MATLABHDL CoderXilinx VivadoVHDL |
MTechPhD IEEE Trans. Circuits Syst. |
| 37 | MATLAB Wireless HDL Toolbox-Based OFDM Baseband Processor Implementation on Xilinx Zynq FPGA for 5G NR Uplink | MATLABWireless HDL TBXilinx Zynq5G NR Toolbox |
PhD IEEE Trans. VLSI Syst. |
| 38 | FPGA Accelerated CNN Inference for Real-Time ECE Image Classification Using MATLAB Deep Learning HDL Toolbox and Xilinx Vivado | MATLABHDL Coder / DL HDLXilinx VivadoDeep Learning TB |
MTechPhD IEEE Trans. Neural Netw. Learn. |
| 39 | MATLAB Fixed-Point IIR Bandpass Filter Design and FPGA Verification for Biomedical Wearable Signal Processor — ECE FPGA Embedded Project | MATLABHDL CoderDSP System TBXilinx ISE |
BEMTech Elsevier Microprocessors & Microsystems |
| 40 | MATLAB Simulink Co-Simulation of LDPC Decoder on Xilinx FPGA Using HDL Verifier for 5G NR Receiver — ECE MATLAB Coding Project | SimulinkHDL Verifier5G NR ToolboxXilinx Vivado |
PhD IEEE Trans. Commun. |
| # | IEEE 2026 MATLAB Neural Network / ML Project Title — ECE | Hardware & Software Tools | Level & Journal |
|---|---|---|---|
| 41 | MATLAB CNN-Based Automatic Modulation Recognition (AMR) for Cognitive Radio — RF Signal Classification Under Low-SNR Conditions | MATLABDeep Learning TBCommunications TBStatistics & ML TB |
MTechPhD IEEE Trans. Cognitive Commun. |
| 42 | LSTM Sequence-to-Sequence Channel Prediction for Proactive Beam Switching in mmWave 5G Networks Using MATLAB Deep Learning | MATLABDeep Learning TB5G NR Toolbox |
PhD IEEE Trans. Wireless Commun. |
| 43 | Federated Learning-Based Intrusion Detection in Wireless IoT Sensor Networks Simulated with MATLAB and NS3 Co-Simulation — ECE Research Project | MATLABDeep Learning TBNS3Python (FL server) |
PhD IEEE Internet of Things J. |
| 44 | SVM-Based Fault Diagnosis for Bearing Vibration Signals Using MATLAB Statistics & ML Toolbox — ECE Signal Analysis Machine Learning Project | MATLABStatistics & ML TBSignal Processing TBWavelet TB |
BEMTech Elsevier Measurement |
| 45 | Explainable AI (XAI) for RF Fingerprinting and Device Authentication in IoT Using MATLAB Shapley Value Analysis and CNN — ECE Microelectronics Project | MATLABDeep Learning TBCommunications TBStatistics TB |
PhD IEEE Trans. Inf. Forensics & Security |
Searchable MATLAB ECE Project Keywords
Popular MATLAB based ECE project search keywords used by BE, BTech and MTech ECE engineering students for their IEEE 2026 final year project submission.
Frequently Asked Questions — MATLAB Final Year Projects for ECE
MATLAB ECE Project Lab — Bangalore
Inside our dedicated MATLAB-for-ECE project development lab in Bangalore — MATLAB R2024b workstations with Communications, Phased Array, Audio, HDL Coder and Deep Learning Toolboxes, Xilinx FPGA boards, USRP SDR rigs, Proteus simulation benches and ECG/EEG signal acquisition hardware for BE, BTech, MTech and PhD ECE scholars.
MATLAB / Simulink Lab
LabVIEW Project Setup
Biomedical Project Hardware
VLSI Design Lab
Fuzzy Logic Project
Arduino Project Kit
Biomedical Instrumentation
Raspberry Pi IoT Project
Machine Learning Demo
Power Electronics Setup