Topics and 5G PYTHON Projects

  1. Introduction and Key Specs of 5G Technologies
  2. Overview of Sub 6GHz Multiple Antenna, MIMO and MU-MIMO Technologies
  3. Signal Processing for MIMO Systems
  4. Optimal Power Allocation and Precoding for MIMO
  5. Introduction to 5G Massive MIMO Systems
  6. Key Features of Massive MIMO and Advantages over Point-to-Point and MU-MIMO
  7. Signal Processing Operations for Massive MIMO in UL and DL
  8. Massive MIMO Channel Model– Large/ Small Scale Fading
  9. Properties of Random Vectors and Massive MIMO Analysis
  10. Analysis of Spectral Efficiency in Massive MIMO Systems and Power Scaling
  11. Pilot Design and Channel Estimation in Massive MIMO Systems
  12. Trasmitter and Receiver Schemes with Imperfect CSI
  13. Spectral Efficiency Analysis of Massive MIMO with Imperfect CSI
  14. Power Scaling in Massive MIMO with Imperfect CSI and Comparison with Perfect CSI
  15. Introduction to mmWave MIMO Communication
  16. Channel Models for mmWave MIMO Systems
  17. Hybrid Signal Processing for mmWave MIMO
  18. Digital and Analog Beamforming
  19. Hybrid RF/ BB Precoder and Combiner Design for mmWave MIMO
  20. Hybrid Transceiver Architectures for mmWave MIMO
  21. Sparse Signal Processing and Channel Estimation for mmWave MIMO
  22. Optimal Design of Beams and Sensing Matrix for Channel Estimation
  23. New Modulation Schemes for 5G- Spatial Modulation (SM), Space Shift Keying (SSK) and Optimal Receiver
  24. Generalized Spatial Modulation (GSM)
  25. Spectral Efficiency Comparison of GSM with Conventional V-BLAST
  26. Introduction to Non-Orthogonal Multiple Access (NOMA) Technology
  27. Efficiency of NOMA wrt Conventional Orthogonal Multiple Access (OMA)
  28. Fixed NOMA Protocol for UL/ DL – Performance Analysis
  29. Ordered NOMA Protocol and Performance Analysis, Comparison with Fixed NOMA
  30. Optimal Power Allocation for NOMA Systems
  31. Cooperative Communication, Optimal Combining
  32. BER Analysis and Diversity of Cooperative Communication
  33. Optimal Power Allocation with Cooperation
  34. Cooperative MIMO communication, Multi-Node Cooperation
  35. Introduction to Cognitive Radio Technology
  36. Orthogonal Frequency Division Multiplexing (OFDM) for CR
  37. Spectrum Sensing in Fading Wireless Channels, MIMO systems, OFDM systems
  38. Cooperative Spectrum Sensing
  39. Multi-User Transmission in Interweave CR Systems
  40. MIMO for Underlay CR Systems
  41. PYTHON Project: Introduction to PYTHON, NUMPY, MAATPLOTLIB and other packages
  42. PYTHON Project: PYTHON simulation of Wireless communication systems
  43. PYTHON Project: PYTHON simulation of Multiple antenna and MIMO systems
  44. PYTHON Project: Massive MIMO Receiver simulation and analysis
  45. PYTHON Project: Massive MIMO channel estimation and performance with imperfect CSI
  46. PYTHON Project: New modulation techniques SM, SSK for 5G
  47. PYTHON Project: mmWave channel modeling and estimation
  48. PYTHON Project: Analog Beamforming for mmWave MIMO systems
  49. PYTHON Project: Hybrid Precoder/ Combiner Design for mmWave MIMO
  50. PYTHON Project: Ordered NOMA, Optimal Power Allocation
  51. PYTHON Project: Project on Cooperative Communication
  52. PYTHON Project: Cooperative MIMO and Multi-relay Communication
  53. PYTHON Project: Spectrum Sensing for Fading SISO, MIMO Channels
  54. PYTHON Project: Underlay MIMO CR systems