This paper presents a constrained connected automated vehicles (CAVs) trajectory optimization method on curved roads with infrastructure assistance. Specifically, this systematically formulates problems in spatial domain and curvilinear coordinate. As an alternative of temporal Cartesian coordinate formulation, our formulation provides the flexibility to describe complex road geometries, traffi...