diff --git a/python/gtsam_examples/ImuFactorExample.py b/python/gtsam_examples/ImuFactorExample.py
index 04a7a0661..2f64f5a1b 100644
--- a/python/gtsam_examples/ImuFactorExample.py
+++ b/python/gtsam_examples/ImuFactorExample.py
@@ -2,33 +2,62 @@
 A script validating the ImuFactor prediction and inference.
 """
 
-from __future__ import print_function
+import math
 import matplotlib.pyplot as plt
 import numpy as np
 
+from mpl_toolkits.mplot3d import Axes3D
+
+import gtsam
+
 class ImuFactorExample(object):
 
     def __init__(self):
-        plt.figure(1)
+        # setup interactive plotting
         plt.ion()
 
-    def plot(self):
+        # Setup loop scenario
+        # Forward velocity 2m/s
+        # Pitch up with angular velocity 6 degree/sec (negative in FLU)
+        v = 2
+        w = math.radians(6)
+        W = np.array([0, -w, 0])
+        V = np.array([v, 0, 0])
+        self.scenario = gtsam.ConstantTwistScenario(W, V)
+
+        # Calculate time to do 1 loop
+        self.T = 2 * math.pi / w
+
+    def plot(self, t, pose):
+        # plot IMU    
+        plt.figure(1)
         times = np.arange(0, 10, 0.1)
         shape = len(times), 1
         labels = list('xyz')
         colors = list('rgb')
         plt.clf()
-        for row, (label, color) in enumerate(zip(labels, colors)):
-            plt.subplot(3, 1, row)
+        for i, (label, color) in enumerate(zip(labels, colors)):
+            plt.subplot(3, 1, i + 1)
             imu = np.random.randn(len(times), 1)
             plt.plot(times, imu, color=color)
 #             plt.axis([tmin, tmax, min,max])
             plt.xlabel(label)
+            
+        # plot ground truth
+        fig = plt.figure(2)
+        ax = fig.gca(projection='3d')
+        p = pose.translation()
+        ax.scatter(p.x(), p.y(), p.z())
+
         plt.pause(0.1)
 
     def run(self):
-        for i in range(100):
-            self.plot()
+        for t in np.arange(0, self.T / 2, 1):
+            pose = self.scenario.pose(t)
+            self.plot(t, pose)
+
+        plt.ioff()
+        plt.show()
 
 if __name__ == '__main__':
     ImuFactorExample().run()