diff --git a/modules/prediction/predictor/pedestrian/regional_predictor_test.cc b/modules/prediction/predictor/pedestrian/regional_predictor_test.cc
index d06e6eb96541d448795c24783e2134d32e0826a4..41e0f318fff341b61b483a25f8e3ec0ca91e6b46 100644
--- a/modules/prediction/predictor/pedestrian/regional_predictor_test.cc
+++ b/modules/prediction/predictor/pedestrian/regional_predictor_test.cc
@@ -38,6 +38,9 @@ class RegionalPredictorTest : public ::testing::Test {
       "modules/prediction/testdata/multiple_perception_pedestrians.pb.txt";
     apollo::common::util::GetProtoFromFile(file, &perception_obstacles_);
     FLAGS_map_file = "modules/prediction/testdata/kml_map.bin";
+    FLAGS_p_var = 0.1;
+    FLAGS_q_var = 0.01;
+    FLAGS_r_var = 0.25;
   }
  protected:
   apollo::perception::PerceptionObstacles perception_obstacles_;
diff --git a/modules/prediction/predictor/vehicle/free_move_predictor_test.cc b/modules/prediction/predictor/vehicle/free_move_predictor_test.cc
index e69a0c1c10b2ecefb1ebdffe719cfdca1bfaf84a..787749bf20db7292bdeab24cb3cbd0885b94cce0 100644
--- a/modules/prediction/predictor/vehicle/free_move_predictor_test.cc
+++ b/modules/prediction/predictor/vehicle/free_move_predictor_test.cc
@@ -38,12 +38,35 @@ class FreeMovePredictorTest : public ::testing::Test {
       "modules/prediction/testdata/single_perception_vehicle_offlane.pb.txt";
     apollo::common::util::GetProtoFromFile(file, &perception_obstacles_);
     FLAGS_map_file = "modules/prediction/testdata/kml_map.bin";
+    FLAGS_p_var = 0.1;
+    FLAGS_q_var = 0.01;
+    FLAGS_r_var = 0.25;
   }
  protected:
   apollo::perception::PerceptionObstacles perception_obstacles_;
 };
 
 TEST_F(FreeMovePredictorTest, General) {
+  EXPECT_DOUBLE_EQ(perception_obstacles_.header().timestamp_sec(),
+                   1501183430.161906);
+  apollo::perception::PerceptionObstacle perception_obstacle =
+      perception_obstacles_.perception_obstacle(0);
+  EXPECT_EQ(perception_obstacle.id(), 15);
+  ObstaclesContainer container;
+  container.Insert(perception_obstacles_);
+  Obstacle* obstacle_ptr = container.GetObstacle(15);
+  EXPECT_TRUE(obstacle_ptr != nullptr);
+  FreeMovePredictor predictor;
+  predictor.Predict(obstacle_ptr);
+  const PredictionObstacle& prediction_obstacle =
+      predictor.prediction_obstacle();
+  EXPECT_EQ(prediction_obstacle.trajectory_size(), 1);
+  EXPECT_NEAR(
+      prediction_obstacle.trajectory(0).trajectory_point(9).path_point().x(),
+      -432.459, 0.001);
+  EXPECT_NEAR(
+      prediction_obstacle.trajectory(0).trajectory_point(9).path_point().y(),
+      -156.451, 0.001);
 }
 
 }  // namespace prediction
diff --git a/modules/prediction/testdata/single_perception_vehicle_offlane.pb.txt b/modules/prediction/testdata/single_perception_vehicle_offlane.pb.txt
index 2766b12bf471092e1e168ca6f074c68130d95995..263884674032581334b6c747bcfcf89c032fe0b2 100644
--- a/modules/prediction/testdata/single_perception_vehicle_offlane.pb.txt
+++ b/modules/prediction/testdata/single_perception_vehicle_offlane.pb.txt
@@ -4,7 +4,7 @@ header {
   sequence_num: 15839
 }
 perception_obstacle {
-  id: 1
+  id: 15
   position {
     x: -438.614,
     y: -173.366,