An efficient filter for abruptly changing systems

For a linear discrete time system with Markovian coefficients a new filtering algorithm is given, which is called the Interacting Multiple Model (IMM) algorithm. The mathematical support for this algorithm is outlined and a qualitative comparison with other known filtering algorithms is made. The main conclusion is that the ratio between performance and computational complexity is far better for the IMM algorithm.