In this thesis report, the theory of MEMS vibratory gyroscope is introduced and discrete wavelet decomposition and reconstruction are introduced. In the first part of this work, I review the Coriolis effect and angular rate sensors, and fundamental operational principles of micro-machined vibratory gyroscopes. The MEMS gyroscopes are expected to lead to reliable, robust and high performance ang...