Unlike in the case of airborne and offshore applications, GPS cannot b
e used continuously for land vehicle navigation due to the loss of sat
ellite signals by obstructions from buildings, trees, etc. With the in
creasing trend in various sectors of the economy towards efficient fle
et management, the challenges of providing a system capable of providi
ng high-accuracy vehicle position and location anywhere, continuously,
has led to renewed interest in the area of integrated navigation syst
ems. In order to satisfy these conditions, an integrated system compri
sing GPS and gyro/odometer dead reckoning has been developed. This pap
er gives a description of the implemented system and shows some of the
practical results that can be obtained using Kalman filtering algorit
hms.