Knowledge-Based Radar Target Classification Academic Article uri icon

abstract

  • In this chapter, knowledge based algorithms are developed for the problem of target classification for ground surveillance Doppler radars. Two sources of knowledge are presented and incorporated within the classification algorithms:(1) statistical knowledge on radar target echo features and (2) physical knowledge, represented via the locomotion models for different targets. An algorithm that combines both sources of knowledge is proposed. Various methods to incorporate these sources of knowledge are presented …

publication date

  • January 1, 2007