| Area | Recommended Titles | |------|-------------------| | | C. E. Shannon, A Mathematical Theory of Communication (1948). | | Modern Information Theory | T. M. Cover & J. A. Thomas, Elements of Information Theory (2nd ed., 2006). | | Statistical Signal Processing | S. M. Kay, Fundamentals of Statistical Signal Processing (Vol. 1, 1993). | | Machine‑Learning in Communications | Y. Liu, H. Zheng, Machine Learning for Wireless Communications (2021). | | Physical‑Layer Security | Y. Bloch & J. Barros, Physical‑Layer Security: From Information Theory to Security Engineering (2011). |
: Techniques for designing systems that maximize signal-to-noise ratios. Estimation Theory | Area | Recommended Titles | |------|-------------------| |
Modeling signals and noise over time using probabilistic frameworks, which are critical for unpredictable real-world environments. | | Modern Information Theory | T
Using temporal and spectral analysis to model "ubiquitous noise" that corrupts signals during transmission. Machine Learning for Wireless Communications (2021).