This chapter opens with a brief history of estimation from astronomy, navigation at sea, and space exploration. It defines the problem of estimation and gives some modern sensor fusion examples. A description of how the book is organized and how to read it is provided. The book is compared to other great volumes on estimation and robotics in order to understand how it fits into the larger landscape.