By Mohinder S. Grewal
The one accomplished consultant to Kalman filtering and its functions to real-world GPS/INS problems
Written by means of famous professionals within the box, this publication offers engineers, machine scientists, and others with a operating familiarity with the idea and modern functions of worldwide Positioning structures (GPS), Inertial Navigational structures, and Kalman filters. all through, the point of interest is on fixing real-world difficulties, with an emphasis at the powerful use of cutting-edge integration concepts for these structures, specifically the appliance of Kalman filtering. hence, the authors discover a number of the subtleties, universal mess ups, and inherent boundaries of the speculation because it applies to real-world occasions, and supply a number of special program examples and perform difficulties, together with GPS-aided INS, modeling of gyros and accelerometers, and WAAS and LAAS.
Drawing upon their a long time of expertise with GPS, INS, and the Kalman filter out, the authors current quite a few layout and implementation thoughts now not present in different expert references, together with unique concepts for:
* Representing the matter in a mathematical model
* interpreting the functionality of the GPS sensor as a functionality of version parameters
* enforcing the mechanization equations in numerically strong algorithms
* Assessing computation requirements
* trying out the validity of results
* tracking GPS, INS, and Kalman filter out functionality in operation
which will improve comprehension of the themes lined, the authors have incorporated software program in MATLAB, demonstrating the workings of the GPS, INS, and clear out algorithms. as well as displaying the Kalman clear out in motion, the software program additionally demonstrates quite a few sensible features of finite be aware size mathematics and the necessity for replacement algorithms to maintain end result accuracy.
An Instructor's handbook providing unique options to the entire difficulties within the e-book is accessible from the Wiley editorial department.