header-photo

Topics

Topics for HIT Program on 5G Multi-User and Massive MIMO
25th to 27th September, 2020

  1. Introduction and Key Specs of 5G Technologies
  2. Introduction to 5G Massive MIMO Systems
  3. Key Features of Massive MIMO and Advantages over Point-to-Point and MU-MIMO
  4. Signal Processing Operations for Massive MIMO in UL and DL
  5. Massive MIMO Channel Model– Large/ Small Scale Fading
  6. Properties of Random Vectors and Massive MIMO Analysis
  7. Analysis of Spectral Efficiency in Massive MIMO Systems and Power Scaling
  8. MU-MIMO Precoding Zero Forcing
  9. Block Diagonalization and Successive optimization for MU-MIMO
  10. Pilot Design and Channel Estimation in Massive MIMO Systems
  11. Trasmitter and Receiver Schemes with Imperfect CSI
  12. Spectral Efficiency Analysis of Massive MIMO with Imperfect CSI
  13. Power Scaling in Massive MIMO with Imperfect CSI and Comparison with Perfect CSI
  14. Multi-Cell Massive MIMO Model
  15. Channel Estimation with Pilot Reuse and Pilot Contamination
  16. New Modulation Schemes for 5G- Spatial Modulation (SM)
  17. Space Shift Keying (SSK) and Optimal Receiver
  18. Generalized Spatial Modulation (GSM)
  19. Spectral Efficiency Comparison of GSM with Conventional V-BLAST
  20. MATLAB Project on Massive MIMO System Implementation with Perfect CSI
  21. MATLAB Project on Channel Estimation for Massive MIMO, Performance for ZF and MF Receivers, Massive MIMO Performance with Imperfect CSI and Power Scaling
  22. MATLAB Project on New Modulation Techniques for Massive MIMO – Spatial Modulation (SM)
  23. MATLAB Project on Space Shift Keying (SSK), Optimal ML Receiver Design, Bit-Error Rate Performance

Topics for HIT Program on 5G Broadband mmWave MIMO-OFDM
2nd to 4th October, 2020

  1. Introduction and Key Specs of 5G Technologies
  2. Opportunities and Challenges in mmWave MIMO Communication
  3. Channel Models for mmWave MIMO Systems
  4. Beamspace domain representation
  5. Hybrid Signal Processing for mmWave MIMO
  6. Digital Beamforming
  7. Analog Beamforming
  8. Hybrid RF/ BB Precoder and Combiner Design for mmWave MIMO
  9. Hybrid Transceiver Architectures for mmWave MIMO
  10. Sparse Signal Processing
  11. Channel Estimation for mmWave MIMO
  12. Optimal Design of Beams and Sensing Matrix for Channel Estimation
  13. Overview of Sub 6GHz Multiple Antenna, MIMO Technologies
  14. Signal Processing for MIMO Systems
  15. Optimal Power Allocation and Precoding for MIMO
  16. Single Carrier Broadband mmWave MIMO
  17. Broadband mmWave MIMO-OFDM
  18. Channel modelling and estimation for mmWave MIMO OFDM
  19. Transceiver design for mmWave MIMO OFDM
  20. MATLAB Project on mmWave MIMO Systems: mmWave MIMO Channel Modeling
  21. MATLAB Project on Beamspace Channel Representation, Sparse Channel Estimation using OMP (Orthogonal Matching Pursuit), Comparison with Conventional Least Squares Estimation
  22. MATLAB Project on Hybrid Transceiver Design for mmWave MIMO: Optimal RF Precoder/ Combiner Design
  23. MATLAB Project on Baseband Precoder/ Combiner Design for mmWave MIMO Systems, Comparison with Ideal Digital Baseband Precoder/ Combiner

Topics for HIT Program on 5G Cooperative and NOMA Communication
9th to 11th October, 2020

  1. Introduction and Key Specs of 5G Technologies
  2. Introduction to Non-Orthogonal Multiple Access (NOMA) Technology
  3. Efficiency of NOMA wrt Conventional Orthogonal Multiple Access (OMA)
  4. Fixed NOMA Protocol for UL/ DL – Performance Analysis
  5. Probability of outage analysis
  6. Ordered NOMA Protocol and Performance Analysis, Comparison with Fixed NOMA
  7. Optimal Power Allocation for NOMA Systems
  8. Fading Channels, Bit-Error Rate (BER) Analysis
  9. Multiple Antenna Systems, Diversity concept
  10. Multiple-Input Multiple-Output (MIMO) Technology, MIMO Receivers
  11. Multi-user MIMO, Beamforming, Precoding
  12. Cooperative Communication, Optimal Combining
  13. BER Analysis and Diversity of Cooperative Communication
  14. Optimal Power Allocation with Cooperation
  15. Cooperative Communication, Optimal Combining
  16. BER Analysis and Diversity of Cooperative Communication
  17. Selective DF, Fixed DF and AF protocols
  18. Optimal Power Allocation with Cooperation
  19. Cooperative MIMO communication, Multi-Node Cooperation
  20. MATLAB Project on Non-Orthogonal Multiple Access (NOMA) Systems
  21. MATLAB Project on Fixed NOMA Protocol-UL and DL Outage Probability Performance
  22. MATLAB Project on Optimal Power Allocation, Ordered NOMA Protocol – Performance Analysis
  23. MATLAB Project on Cooperative Communication, MIMO Cooperation