ASCEND
BY NTHRYS

NTHRYS › Internships › Electronics Communication Engineering

Machine Learning Antenna Design Research

Electronics Communication Engineering
Machine Learning Antenna Design Research
Focused area
Variant
Pay · Join
Step 3 of 5Choose focused area
Field
▾
Category
▾
Focused area
▾
You might prefer
AI RF & Microwave Circuit ResearchAI 5G & Beyond Communication ResearchAI VLSI & IC Design ResearchAI Photonic Communication ResearchAI Digital Signal Processing ResearchAI Satellite Communication ResearchAI IoT Electronics ResearchAI Cognitive Radio ResearchAI Bioelectronics Communication ResearchQuantum Computing Circuit Architecture ResearchWireless Power Transfer Systems Design6G Terahertz Communication PrototypingEdge Computing Network Architecture ResearchReconfigurable Intelligent Surface TechnologyOptical Fiber Sensor Network DevelopmentNeural Network Hardware Accelerator DesignMillimeter Wave Radar System IntegrationWearable Biomedical Signal ProcessingVisible Light Communication Systems ResearchPower Electronics Converter OptimizationUnmanned Aerial Vehicle Communication SystemsAnalog Mixed Signal Circuit DesignNetwork Slicing and SDN ResearchAmbient Backscatter Communication ResearchAutomotive Ethernet and V2X IntegrationNeuromorphic Computing Circuit ImplementationGraphene and 2D Materials ElectronicsChannel Coding and Error Correction ResearchRF Energy Harvesting Circuit DesignSpectrum Sensing and Dynamic AccessSmart Grid Communication InfrastructureMillimeter Wave Antenna Array DesignSemiconductor Device Characterization LabBlockchain based IoT Security ResearchFlexible and Stretchable ElectronicsQuantum Key Distribution CommunicationModular Data Center Network DesignSub-Terahertz Imaging System DevelopmentFPGA based Signal Processing AccelerationPrinted Circuit Board EMI MitigationMolecular Communication and NanonetworksAutonomous Sensor Network DeploymentHigh Speed Serial Link Interface DesignCryogenic Electronics and Superconductor CircuitsSoftware Defined Radio ImplementationHaptic Feedback Communication InterfaceInterference Mitigation for Wireless CoexistenceOrganic and Perovskite LED ElectronicsUltra Wideband Localization Systems

Machine Learning Antenna Design Research

Internship studying antenna design with ML optimisation of geometry, bandwidth, and radiation pattern. Guided practice with real datasets throughout.

The focused areas below are internship topics in varied working formats. Pick one, then choose your internship type, mode… Read more

🎓 TYPE
🌐 MODE
⏱
📚 Academic: Thesis & PPT assistance included🧪 Tech: Master the protocols hands-on📝 Research > 3 months: Publication co-authorship in a Scopus-indexed journal
🔍

Showing 1–5 of 5

Deep Learning for Antenna Geometry Optimization
Interns will develop neural network models to predict optimal antenna dimensions and configurations based on desired frequency responses and radiation patterns. This involves training machine learning models on antenna simulation datasets and validating predictions through electromagnetic simulations using HFSS or CST.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £857
R · £1,247
3 Months
A · £1,127
T · £1,378
R · £2,004
6 Months
A · £2,504
T · £3,061
R · £4,452
14 more durationsView Titles →
Convolutional Neural Networks for Radiation Pattern Classification
Interns will create CNN-based systems to classify and predict antenna radiation patterns from design parameters or vice versa. The work includes preprocessing antenna measurement data, building classification models, and testing them against experimental antenna prototypes.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £857
R · £1,247
3 Months
A · £1,127
T · £1,378
R · £2,004
6 Months
A · £2,504
T · £3,061
R · £4,452
14 more durationsView Titles →
Reinforcement Learning for Multi-Band Antenna Design
Interns will implement reinforcement learning algorithms to autonomously design antennas that operate efficiently across multiple frequency bands with minimal tradeoffs. This involves setting up reward functions based on S-parameters, gain, and bandwidth metrics.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £857
R · £1,247
3 Months
A · £1,127
T · £1,378
R · £2,004
6 Months
A · £2,504
T · £3,061
R · £4,452
14 more durationsView Titles →
Generative Models for Novel Antenna Topologies
Interns will explore generative adversarial networks (GANs) and variational autoencoders (VAEs) to generate innovative antenna designs with improved performance characteristics. The research includes training models on existing antenna designs and generating new topologies for fabrication and testing.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £857
R · £1,247
3 Months
A · £1,127
T · £1,378
R · £2,004
6 Months
A · £2,504
T · £3,061
R · £4,452
14 more durationsView Titles →
Machine Learning-Based Antenna Performance Prediction and Failure Analysis
Interns will develop predictive models using regression and ensemble methods to estimate antenna performance metrics (gain, efficiency, impedance matching) from design parameters. Additionally, they will apply anomaly detection techniques to identify design configurations prone to performance degradation.
Academic (A)Tech (T)Research (R)
1 Month
A · £268
T · £857
R · £1,247
3 Months
A · £1,127
T · £1,378
R · £2,004
6 Months
A · £2,504
T · £3,061
R · £4,452
14 more durationsView Titles →