The method of the neutral gas density measurements by absorption of the vacuum ultra-violet radiation (VUV) is presented. The absorption of plasma for different types of spectroscopic profiles is calculated. The results of experiments in model plasma source in Krypton plasma are presented. The discrepancy between experiment and theoretical values are found. The reasons of discrepancy are discussed. Possible improvements of the method are indicated.