The Unscented Kalman Filter (UKF) is a powerful estimation technique used for nonlinear systems. In phone posture estimation, UKF efficiently handles sensor data from accelerometers and gyroscopes, providing accurate orientation tracking. Its ability to model nonlinearities makes it ideal for real-time applications like phone motion detection.