Designing an efficient identity-based encryption (IBE) scheme based on lattice assumptions in the standard model remains a challenging task and has drawn much attention. In this work, we introduce a new IBE construction from NTRU lattices in the standard model, based on the framework proposed by Agrawal, Boneh, and Boyen (EUROCRYPT 2010). Particularly, by introducing the NTRU trapdoor and the Ring-LWE computational assumption, we remove two restrictions of the column number and obtain a more compact IBE construction in the standard model. Besides, we provide a concrete implementation and detailed performance results with a comparison of previous works in terms of the security model and the assumption, which demonstrates the advantage of our construction.