A new positioning algorithm called LEKF2 was developed to improve GPS accuracy without increasing computational complexity. By using second-order Taylor expansions, the algorithm reduces computations by up to 60% compared to existing methods. Static and dynamic tests showed that LEKF2 performs similarly to other advanced algorithms, making it a promising option for cost-effective and efficient positioning systems.