Postgraduate DiplomaElectronics, Embedded Systems & Telecom Applications open

Postgraduate Diploma in Arrays/MIMO and Beam Steering

Online Postgraduate Diploma of 800 h in Arrays/MIMO and Beam Steering. 8 modules covering 3GPP TS 38.104, 3GPP TS 38.141-2 and MATLAB Phased Array System Toolbox. Assigned tutor and open enrolment.

Duration800 h
ModeOnline
AwardSEIUM Institute diploma

Postgraduate Diploma in Arrays/MIMO and Beam Steering — studying from Singapore

Singapore is one of Asia's leading electronics manufacturing centres, with semiconductor fabrication, back-end assembly and test, and precision electronics concentrated in areas such as Tampines and Jurong. The sector also includes embedded systems for industrial and automotive use and a strong telecommunications base led by the Infocomm Media Development Authority. Major employers include global semiconductor firms and electronics manufacturers. Engineers work on hardware design, firmware, communications systems and test engineering.

Fees for Singapore: S$2,560 (Singapore dollar), with instalments and employer sponsorship available.

Relevant bodies in Singapore

  • Infocomm Media Development Authority (IMDA)
  • Singapore Semiconductor Industry Association
  • Institute of Electrical and Electronics Engineers (IEEE) Singapore Section
  • Enterprise Singapore

Typical roles

  • Embedded Systems Engineer
  • Electronics Design Engineer
  • Telecommunications Engineer
  • Test Engineer

Questions from Singapore

How are electronics and telecom engineers recognised in Singapore, and does SEIUM count?

Telecom and electronics engineering is regulated by the Infocomm Media Development Authority (IMDA), and engineers may register with the Professional Engineers Board (PEB). SEIUM's qualifications are private, not state degrees, and not accredited by any national body. Whether they are recognised is decided by employers or the relevant body, so confirm this before enrolling.

Which Singapore employers hire embedded systems and telecom engineers?

Singapore has demand from telecom operators, semiconductor and electronics manufacturers, defence and aerospace firms, and industrial automation companies. Employers generally assess hands-on skills in firmware, hardware design and testing. Your final project can evidence embedded or telecom competence, but its value is for each employer to judge.

Can I follow this from Singapore while working, and does it need a visa?

Yes, the programmes are 100% online and taught in English, so no student visa is needed to study from home in Singapore. Expect a heavy workload: 1,900 hours for a master's, 800 for a postgraduate diploma and 300 for a specialist course. Fees can be paid in instalments, and employer sponsorship is possible.

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Learning outcomes

What you will be able to do

01

Calculate the array factor and control side lobes.

02

Design electronic beam scanning and its calibration.

03

Compare analogue, digital and hybrid beamforming architectures.

04

Analyse the capacity and precoding of MIMO systems.

05

Apply direction-of-arrival estimation algorithms.

06

Design radiating elements for wide-scan arrays.

07

Validate the performance of an array through simulation and measurement.

Profile

Who it's for

  • Antenna engineer seeking to specialise in Arrays/MIMO and Beam Steering.
  • MIMO systems engineer seeking to specialise in Arrays/MIMO and Beam Steering.
  • Signal processing engineer seeking to specialise in Arrays/MIMO and Beam Steering.
  • Radar engineer seeking to specialise in Arrays/MIMO and Beam Steering.
  • 5G systems engineer seeking to specialise in Arrays/MIMO and Beam Steering.
  • Wireless communications researcher seeking to specialise in Arrays/MIMO and Beam Steering.
  • Graduates in engineering or sciences seeking to enter telecommunications.
Standards & tools

What you'll work with

  • 3GPP TS 38.104
  • 3GPP TS 38.141-2
  • IEEE 145-2013
  • IEEE 149-2021
  • ETSI EN 302 264
  • IEEE 802.11ad
  • ITU-R M.2101
Syllabus

8 modules · 800 h

  1. 1.1Array factor and pattern multiplication
  2. 1.2Uniform linear arrays
  3. 1.3Planar and circular arrays
  4. 1.4Element spacing and grating lobes
  5. 1.5Array directivity and gain
  6. 1.6Taylor and Chebyshev amplitude weighting
  7. 1.7Side lobes and nulls
  8. 1.8Mutual coupling and active impedance
  9. 1.9Scan blindness in large arrays
  10. 1.10Practice: array factor in MATLAB
  1. 2.1Progressive phase shift and pointing
  2. 2.2Phase shifters versus time delay lines
  3. 2.3Beam squint with frequency
  4. 2.4Gain loss during scanning
  5. 2.5Phase quantisation and errors
  6. 2.6Channel phase and amplitude calibration
  7. 2.7Pointing tables and codebooks
  8. 2.8Mechanical versus electronic scanning
  9. 2.9Field-of-view limitations
  10. 2.10Laboratory: beam scanning on an 8x8 array
  1. 3.1Analogue beamforming at RF
  2. 3.2Beamforming at intermediate frequency
  3. 3.3Full digital beamforming
  4. 3.4Hybrid architectures by subarrays
  5. 3.5Butler matrices and Rotman lenses
  6. 3.6Beamformer integrated circuits
  7. 3.7ADC and digital processing requirements
  8. 3.8Power consumption by architecture
  9. 3.9Selection by application
  10. 3.10Workshop: comparison of hybrid architectures
  1. 4.1MIMO channel capacity
  2. 4.2Spatial diversity and multiplexing
  3. 4.3Linear precoding: ZF and MMSE
  4. 4.4Singular value decomposition
  5. 4.5Multi-user MIMO and scheduling
  6. 4.6Massive MIMO and TDD reciprocity
  7. 4.7Channel estimation and pilot signals
  8. 4.8Spatial correlation and its effect
  9. 4.9MIMO antennas in compact terminals
  10. 4.10Practice: MIMO capacity with simulated channels
  1. 5.1Direction-of-arrival estimation
  2. 5.2MUSIC and ESPRIT algorithms
  3. 5.3Adaptive MVDR beamforming
  4. 5.4Interference suppression
  5. 5.5Beam tracking with mobile users
  6. 5.6Channel estimation in millimetre waves
  7. 5.7Machine learning-based algorithms
  8. 5.8Computational complexity of algorithms
  9. 5.9FPGA implementation
  10. 5.10Laboratory: DoA estimation with MUSIC
  1. 6.1Patch, dipole and Vivaldi elements
  2. 6.2Element feeding and distribution network
  3. 6.3Dual polarisation and isolation
  4. 6.4Unit cell with periodic boundary conditions
  5. 6.5Design for wide-angle scanning
  6. 6.6Integration with electronics in AiP modules
  7. 6.7Thermal dissipation in active arrays
  8. 6.8Manufacturing tolerances
  9. 6.9Array measurement in an anechoic chamber
  10. 6.10Case study: 64-element array at 28 GHz
  1. 7.15G base stations with massive MIMO
  2. 7.2Automotive radar with virtual MIMO
  3. 7.3Electronically scanning satellite terminals
  4. 7.4Point-to-point mmWave communications
  5. 7.5Wi-Fi networks with beamforming
  6. 7.6Weather sensing and radar
  7. 7.7Angle-based positioning systems
  8. 7.8Reconfigurable intelligent surfaces
  9. 7.9Research trends
  10. 7.10Case study: 77 GHz MIMO radar
  1. 8.1Coverage and gain requirements
  2. 8.2Radiating element design
  3. 8.3Array design and weightings
  4. 8.4Beamforming architecture selection
  5. 8.5Pointing or MIMO algorithm
  6. 8.6Full system simulation
  7. 8.7Measurement and calibration plan
  8. 8.8Design conclusions
  9. 8.9Report and presentation
  10. 8.10Final review with the tutor
Methodology, software & labs

How you'll learn

100% online training on the SEIUM campus, with downloadable material, recorded classes and an assigned technical tutor. There are no fixed timetables: students progress at their own pace within the intake, which makes it possible to combine study with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is MATLAB Phased Array System Toolbox, Ansys HFSS, CST Studio Suite, Keysight PathWave SystemVue, Python with NumPy, in free, academic or evaluation versions. Tests are studied through real procedures for channel calibration in active arrays, scan pattern measurement in an anechoic chamber, and MIMO capacity simulation with channel models. Assessment is continuous, module by module, plus the final integrative project.

Accreditable laboratories(EN ISO/IEC 17025) with a rotor test bench, EMC/Lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-driven Master's Thesis (final project):safety case, test plan, compliance dossier and operational limits.
Industry-mentored:teaching staff with experience in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:safety-by-design approach, cyber-OT, DIH and compliance as pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Coverage and gain requirements

Calculate the array factor and control side lobes.

Radiating element design

Design electronic beam scanning and its calibration.

Array design and weightings

Compare analogue, digital and hybrid beamforming architectures.

Beamforming architecture selection

Analyse the capacity and precoding of MIMO systems.

Pointing or MIMO algorithm

Apply direction-of-arrival estimation algorithms.

Career opportunities

Where this takes you

Antenna engineerMIMO systems engineerSignal processing engineerRadar engineer5G systems engineerWireless communications researcher
Admissions & scholarships

Requirements

  • Prior technical training or professional experience in the sector. No university degree is required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient level of Spanish to follow the reading of technical standards.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme comprises 800 hours in total, spread over 6 to 8 months. That is between 10 and 15 hours per week on average, compatible with a full-time job.

The programme uses MATLAB Phased Array System Toolbox, Ansys HFSS, CST Studio Suite, Keysight PathWave SystemVue and Python with NumPy. Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.

A SEIUM own diploma upon passing the continuous assessment and the integrative project. It is in-house training, not an official title from the Ministry.

Yes. Modules passed in a course or postgraduate diploma in the same area are recognised in the advanced programme. Check the recognition policy when you enrol.

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