diff --git a/tests/validation/fixtures/MeanStdDevNormalizationLayerFixture.h b/tests/validation/fixtures/MeanStdDevNormalizationLayerFixture.h
index 9868cd1..f3c108e 100644
--- a/tests/validation/fixtures/MeanStdDevNormalizationLayerFixture.h
+++ b/tests/validation/fixtures/MeanStdDevNormalizationLayerFixture.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2019-2021 Arm Limited.
+ * Copyright (c) 2019-2022 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -45,29 +45,35 @@
 {
 public:
     template <typename...>
-    void setup(TensorShape shape, DataType dt, bool in_place, float epsilon = 1e-8f)
+    void setup(TensorShape shape, DataType dt, bool in_place, float epsilon = 1e-8)
     {
-        _data_type = dt;
-        _target    = compute_target(shape, dt, in_place, epsilon);
-        _reference = compute_reference(shape, dt, epsilon);
+        QuantizationInfo qi = QuantizationInfo(0.5f, 10);
+        _data_type          = dt;
+        _target             = compute_target(shape, dt, in_place, epsilon, qi);
+        _reference          = compute_reference(shape, dt, epsilon, qi);
     }
 
 protected:
     template <typename U>
-    void fill(U &&src_tensor)
+    void fill(U &&tensor)
     {
-        static_assert(std::is_floating_point<T>::value || std::is_same<T, half>::value, "Only floating point data types supported.");
-        using DistributionType = typename std::conditional<std::is_same<T, half>::value, arm_compute::utils::uniform_real_distribution_16bit<T>, std::uniform_real_distribution<T>>::type;
-
-        DistributionType distribution{ T(-1.0f), T(1.0f) };
-        library->fill(src_tensor, distribution, 0);
+        if(is_data_type_float(_data_type))
+        {
+            std::uniform_real_distribution<> distribution{ -1.0f, 1.0f };
+            library->fill(tensor, distribution, 0);
+        }
+        else
+        {
+            std::uniform_int_distribution<> distribution{ 0, 255 };
+            library->fill(tensor, distribution, 0);
+        }
     }
 
-    TensorType compute_target(TensorShape shape, DataType dt, bool in_place, float epsilon)
+    TensorType compute_target(TensorShape shape, DataType dt, bool in_place, float epsilon, QuantizationInfo qi)
     {
         // Create tensors
-        TensorType src = create_tensor<TensorType>(shape, dt, 1);
-        TensorType dst;
+        TensorType src = create_tensor<TensorType>(shape, dt, 1, qi);
+        TensorType dst = create_tensor<TensorType>(shape, dt, 1, qi);
 
         TensorType *dst_ptr = in_place ? &src : &dst;
 
@@ -104,10 +110,10 @@
         }
     }
 
-    SimpleTensor<T> compute_reference(const TensorShape &shape, DataType dt, float epsilon)
+    SimpleTensor<T> compute_reference(const TensorShape &shape, DataType dt, float epsilon, QuantizationInfo qi)
     {
         // Create reference
-        SimpleTensor<T> ref_src{ shape, dt, 1 };
+        SimpleTensor<T> ref_src{ shape, dt, 1, qi };
 
         // Fill reference
         fill(ref_src);
@@ -119,6 +125,7 @@
     SimpleTensor<T> _reference{};
     DataType        _data_type{};
 };
+
 } // namespace validation
 } // namespace test
 } // namespace arm_compute