A method for processing radar data including predicting an angle-of-interest (AOI) region based on a Doppler map generated from radar data, adjusting steering information based on the predicted AOI region, the steering information being used to identify the radar data, and determining direction-of-arrival (DOA) information corresponding to the radar data based on the adjusted steering information. A radar data processing apparatus including a radar sensor to sense radar data and a processor to predict an (AOI) region based on a Doppler map generated from the radar data, to adjust steering information, which is used to identify the radar data, based on the predicted AOI region, and to determine DOA information corresponding to the radar data based on the adjusted steering information.