This paper presents a novel approach for the joint tracking and identification (JTI) problem. JTI involves interdependent tracking and identification. and thus solving them jointly is preferable. The recently proposed joint decision and estimation (JDE) framework provides a good solution for such problems involving coupled decision and estimation. https://foldlyers.shop/product-category/rca/