In disaster environment, LiDAR or vision sensors can hardly be used due to dust and smoke. To deal with this situation, the localization techniques using UWB (ultra-wideband) signals have been researched. In this paper, the tightly-coupled UWB-IMU-based localization algorithm designed to be robust in NLOS (non-line-of-sight) environment is proposed. The NLOS error factor is estimated using UWB range and IMU measurement. The experimental results demonstrate the effectiveness of the proposed algorithm.