Prerequisites
Before You Begin
This is a capstone chapter that draws on concepts from across the entire textbook. Rather than requiring mastery of every topic, it asks you to recognize and navigate the building blocks that appear in typical research papers. The following are the most frequently referenced prerequisites.
- AWGN channel model, SNR definition, and BER analysis(Review ch09)
Self-check: Can you write the received signal model and compute the BER of BPSK in AWGN as ?
- Flat and frequency-selective fading channel models (Rayleigh, Rician)(Review ch11)
Self-check: Can you explain why Rayleigh fading arises and state the PDF of the instantaneous SNR?
- OFDM system model and cyclic prefix(Review ch15)
Self-check: Can you describe how OFDM converts a frequency-selective channel into parallel flat-fading sub-channels?
- MIMO signal model, spatial multiplexing, and diversity(Review ch17)
Self-check: Can you write and explain the roles of precoding and combining?
- Capacity, mutual information, and Shannon limits(Review ch04)
Self-check: Can you state the AWGN channel capacity and explain what it means operationally?
- Beamforming, MRT, ZF, and MMSE precoding(Review ch18)
Self-check: Can you describe when ZF outperforms MRT and vice versa?
- Monte Carlo basics: law of large numbers, CLT(Review ch02)
Self-check: Can you explain why averaging over i.i.d. samples reduces the standard error by ?
Notation for This Chapter
Symbols and abbreviations used frequently in this chapter. See also the NGlobal Notation Table master table.
| Symbol | Meaning | Introduced |
|---|---|---|
| Number of Monte Carlo trials (channel realizations) | s02 | |
| Estimated bit/block error rate from simulation | s02 | |
| Confidence interval (typically 95%) | s02 | |
| Energy per bit to noise spectral density ratio | s02 | |
| Maximum ratio transmission (matched-filter precoding) | s03 | |
| Zero-forcing precoding/detection | s03 | |
| Minimum mean-square error precoding/detection | s03 |