This project took a specially designed board and implemented on it a Kalman-Filter based algorithm for merging GPS and INS positioning data and outputting a highly accurate and frequently updated position solution. The report gives some background theory needed for understanding, show the proposed algorithm and implementation and gives a brief results review.