As a researcher and perpetual learner who continually seeks to educate myself and explore new learning opportunities, I believe having access to proper resources and comprehensive, well-written, and stand-alone textbooks is a crucial element in saving time and increasing educational enjoyment and efficiency.
To that end, in this section, I’m introducing some of the well-respected textbooks and other resources that I have found helpful over the course of my career. This selection can by no means be considered comprehensive; however, it is my hope that this listing will be useful to researchers, students, and interested fellows in search of high quality resources.
Applied System Identification. By: Jer-Nan Juang. PTR Prentice Hall, 1994
System Identification: Theory for the User. By: Lennart Ljung. PTR Prentice Hall, 1999.
Modal Analysis. By: Zhi-Fang Fu, Jimin He. Butterworth-Heinemann, 2001.
Modal Testing: Theory, Practice, and Application. By: D. J. Ewins. Research Studies Press, 2000.
Nonlinear Estimation and Stochastic Filtering
Optimal State Estimation Kalman H Infinity and Nonlinear Approaches. By: Dan Simon. John Wiley & Sons, 2006.
Kalman Filtering - Theory and Practice Using MATLAB Third Edition. By: M. S. Grewal, A. P. Andrews. Wiley-IEEE Press, 2008.
Fundamentals of Statistical Signal Processing Estimation Theory, Estimation Theory. By: S. M. Kay. Prentice Hall, 1993.
Bayesian signal processing classical, modern and particle filtering methods. By: J. V. Candy. John Wiley & Sons, 2009.
Mathematical Methods and Algorithms for Signal Processing. By: T. K. Moon, W. C. Stirling. Prentice Hall, 2000.
An introduction to stochastic filtering theory. By: J. Xiong. Oxford Univ. Press, 2008.
Stochastic Processes and Filtering Theory. By: A. H. Jazwinski. Dover, 2007 (reprint).
System Theory and Control
Linear System. By: T. Kailath. Prentice Hall, 1980.
Feedback Control of Dynamic Systems. By: G. F. Franklin, J. D. Powell, A. Emami-Naeini. Prentice Hall, 2014.
Optimal and Robust Estimation. By: F. L. Lewis, D. Vrabie, V. L. Syrmos. John Wiley & Sons, 2012.
State Space and Input-Output Linear Systems. By: D. F. Delchamps. Springer-Verlag, 1988.
Nonlinear Mechanics of RC
Nonlinear Mechanics of Reinforced Concrete. By: K. Maekawa, H. Okamura, A. Pimanmas. Spon Press, 2003.