The work in this article is based on the video compression standard H.26L. The conventional feedback based video compression reference picture selection （RPS） and error tracking have their weaknesses. Based on the testing data, we propose the technique of multiple reference picture selection （MRPS）. The data obtained from simulation tests show that our technique provides much better compression rate, compared to the single reference picture selection technique.