Multipath-adaptive GPS/INS receiver

• Published in: IEEE transactions on aerospace and electronic systems 2005-04, Vol.41 (2), p.645-657
• Main Authors: Erickson, J.W., Maybeck, P.S., Raquet, J.F.
• Format: Article
• Language: English
• Subjects: Adaptive estimation; Adaptive systems; Antennas and propagation; Computer errors; Computer simulation; Design; Design engineering; Geographic information systems; Global Positioning System; Global positioning systems; GPS; Inertial navigation; Interference; Mathematical models; Parameter estimation; Receivers; Receiving antennas; Satellite navigation systems; Satellites; Transmitters
• ISSN: 0018-9251; 1557-9603
• DOI: 10.1109/TAES.2005.1468754

Multipath interference is one of the contributing sources of errors in precise global positioning system (GPS) position determination. This paper identifies key parameters of a multipath signal, focusing on estimating them accurately in order to mitigate multipath effects. Multiple model adaptive estimation (MMAE) techniques are applied to an inertial navigation system (INS)-coupled GPS receiver, based on a federated (distributed) Kalman filter design, to estimate the desired multipath parameters. The system configuration is one in which a GPS receiver and an INS are integrated together at the level of the in-phase and quadrature phase (I and Q) signals, rather than at the level of pseudo-range signals or navigation solutions. The system model of the MMAE is presented and the elemental Kalman filter design is examined. Different parameter search spaces are examined for accurate multipath parameter identification. The resulting GPS/INS receiver designs are validated through computer simulation of a user receiving signals from GPS satellites with multipath signal interference present The designed adaptive receiver provides pseudo-range estimates that are corrected for the effects of multipath interference, resulting in an integrated system that performs well with or without multipath interference present.