5-day training event
6100-3110

Microwave, mmWave, and Massive MIMO fundamentals center on how electromagnetic waves are generated, propagated, and manipulated to maximize wireless capacity and coverage: microwave frequencies (roughly 1–30 GHz) offer robust propagation and penetration for wide-area and backhaul links; mmWave bands (roughly 24–100 GHz) provide very large contiguous bandwidths enabling multi-gigabit throughput but require highly directional antennas and suffer greater path loss and susceptibility to blockage; Massive MIMO leverages large antenna arrays and advanced beamforming algorithms to spatially multiplex many users simultaneously, increasing spectral efficiency while mitigating interference and compensating for higher-frequency impairments through beam steering, channel estimation, and precoding; together these technologies demand careful system design—including antenna array geometry, RF front-end linearity, channel modeling, and link-adaptation strategies—to balance trade-offs among coverage, capacity, latency, and hardware complexity in next-generation wireless networks.

Course Outlines

Fundamentals of Microwave, mmWave, and Massive MIMO

Course overview

• Target audience: RF engineers, wireless systems engineers, graduate students, technical managers

• Course goals:

  • Provide core theoretical foundations of microwave and mmWave propagation and components

  • Explain system-level design principles for mmWave links and 5G/6G use cases

  • Introduce Massive MIMO concepts, channel modelling, signal processing, and practical implementation challenges

  • Equip participants to evaluate trade-offs and design components and subsystems for high-frequency wireless systems

Module 1 — Fundamental Electromagnetics for Microwave and mmWave

• Objectives:

  • Refresh Maxwell’s equations and wave solutions relevant to guided and radiated propagation

  • Highlight frequency-dependent phenomena and scaling laws

• Topics:

  • Maxwell’s equations and boundary conditions (brief review)

  • Plane waves, wave polarization, wave impedance

  • Wave propagation in homogeneous and layered media

  • Skin effect, conductor and dielectric losses, frequency scaling

  • Near-field vs far-field regions; Fraunhofer and Fresnel zones

Module 2 — Microwave Components and Network Theory

• Objectives:

  • Understand common microwave building blocks and S-parameter network analysis

• Topics:

  • Transmission line theory and distributed circuit models

  • S-parameters: measurement, interpretation, and cascaded networks

  • Matching networks, Smith chart techniques

  • Passive components: couplers, filters, hybrids, attenuators

  • Active components: low-noise amplifiers, mixers, power amplifiers — linearity and noise considerations

Module 3 — Antenna Theory and Array Fundamentals

• Objectives:

  • Cover single-element antenna behavior and the basics of array theory

• Topics:

  • Antenna parameters: gain, directivity, efficiency, bandwidth, polarization

  • Antenna types for mmWave: patch, slot, dipole, horn, lens antennas

  • Array factor, beamforming basics, grating lobes, element spacing

  • Mutual coupling effects and their impact on pattern and impedance

  • Beam steering hardware: phase shifters, true time delay vs phase control

Module 4 — mmWave Propagation and Channel Modeling

• Objectives:

  • Present propagation characteristics specific to mmWave bands and modeling approaches

• Topics:

  • Path loss models: free-space, empirical (CI, FI), and site-specific models

  • Penetration, diffraction, scattering, and reflection at mmWave frequencies

  • Atmospheric absorption, rain/foliage effects, blockage (human, vehicle)

  • Small-scale fading, delay spread, angular spread

  • Stochastic and deterministic channel models: 3GPP, NYU, QuaDRiGa, ray tracing basics

Module 5 — Link Budget, System Design, and RF Chain Considerations

• Objectives:

  • Teach end-to-end link budgeting and practical system trade-offs for mmWave links

• Topics:

  • Link budget components: transmitter, path loss, antenna gains, receiver sensitivity, noise figure

  • Dynamic range, EIRP constraints, regulatory considerations

  • Duplexing options: TDD vs FDD at mmWave

  • Front-end architectures: hybrid beamforming, fully digital, analog beamforming

  • RF impairments: phase noise, I/Q imbalance, nonlinearity, calibration requirements

Module 6 — Massive MIMO Principles

• Objectives:

  • Introduce the concepts and theoretical foundations of Massive MIMO

• Topics:

  • Multiuser MIMO fundamentals and capacity scaling laws

  • Channel state information (CSI): acquisition, reciprocity, pilot design, pilot contamination

  • Linear precoding and combining: MRT, ZF, MMSE

  • Spatial multiplexing gains, degrees of freedom, and asymptotic behaviour

  • Hardware scaling, cost/complexity trade-offs