This is the Proceedings of the 10th IEEE Workshop on Statistical Signal and Array Processing (SSAP), which was held at the Pocono Manor Inn, Pocono Manor, Pa during the period of August 14th-16th, 2000. The Workshop featured four keynote speakers whose talks covered the areas of Radar and Sonar Signal Processing; Time-Delay Estimation; Space-Time Codes; and Multi-carrier CDMA. The Workshop offered traditional and new research topics. it included one session on Radar Signal Processing, one session on Signal Processing for GPS, one session on Network Traffic Modeling, one session on Statistical Signal Processing, one session on Acoustical Signal Processing, two sessions on Time-Frequency Analysis, two sessions on Array Processing, three sessions on Second and Higher Order Statistics, and four sessions on Signal Processing for Communications. The workshop received the highest number of paper submissions compared to previous workshops in the same area, and the technical committee carefully selected high quality papers for presentations. The 2000 IEEE-SSAP Workshop was a tremendous success in all aspects.