Performance Analysis of Constrained Loosely Coupled GPS/INS Integration Solutions

Abstract

The paper investigates approaches for loosely coupled GPS/INS integration. Error performance is calculated using a reference trajectory. A performance improvement can be obtained by exploiting additional map information (for example, a road boundary). A constrained solution has been developed and its performance compared with an unconstrained one. The case of GPS outages is also investigated showing how a Kalman filter that operates on the last received GPS position and velocity measurements provides a performance benefit. Results are obtained by means of simulation studies and real data.

Keywords

• loosely coupled integration
• Kalman filter
• constraints
• GPS outages