SLAM: Robotic Simultaneous Location and Mapping
1 Robot Motion and Perception (ch. 5, 6) These two chapters discuss how one obtains the motion model and measurement model mentioned before. They are needed.
Probabilistic Robotics
Probabilistic Robotics: Motion and Sensing
SLAM: Robotic Simultaneous Location and Mapping With a great deal of acknowledgment to Sebastian Thrun.