Probability
[1] Bertsekas, Introduction to Probability, Athena Scientific, 2008.
[2] Yates and Goodman, Probability and Stochastic Processes, second edition, Willey.
Linear Quadratic Optimal Control
[3] Anderson and Moore, Optimal Control: Linear Quadratic Methods, Dover Books on Engineering (paperback), 2007.
[4] Lewis and Syrmos, Vassilis L., Optimal Control, Wiley-IEEE, 1995.
[5] Bryson and Ho, Applied Optimal Control: Optimization, Estimation, and Control, Wiley.
Stochastic Control Theory and Optimal Filtering
[6] Brown and Hwang, Introduction to Random Signals and Applied Kalman Filtering, Third Edition, Willey.
[7] Lewis and Xie and Popa, Optimal and Robust Estimation, Second Edition CRC.
[8] Grewal and Andrews, Kalman Filter, Theory and Practice, Prentice Hall.
[9] Anderson, and Moore, Optimal Filtering, Dover Books on Engineering (paperback), New York,2005.
[10] Astrom, Introduction to Stochastic Control Theory,Dover Books on Engineering (paperback),New York,2006.
Adaptive Control
[11] Astrom and Wittenmark, Adaptive Control, Addison Wesley, 2nd Ed., 1995.
[12] Goodwin and Sin, Adaptive Filtering Prediction and Control, Prentice Hall, 1984.
[13] Krstic, Kanellakopoulos, and Kokotovic, Nonlinear and Adaptive Control Design, Willey.