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40

5.

By applying only haptic vibration, the recognition between the three different materials (sand, rocks, leaves) has a success

rate of more than 78%.

Model 2

Haptic

Model 3

Haptic &

audio

Model 4

Haptic &video

Model 5

Haptic audio &

video

Model 6

Haptic and

VR/AR

environment

Recognition

Test

t (Observed value)

2.304

2.248

2.285

1.854

2.029

2.304

t (Critical value)

1.714

1.714

1.714

1.714

1.714

1.714

DF

23

23

23

23

23

23

p-value (one-tailed)

0.015

0.017

0.016

0.038

0.027

0.015

alpha

0.05

0.05

0.05

0.05

0.05

0.05

5.853333333

7.76

6.72

7.826666667

9.2533333339.906666667

0

2

4

6

8

10

12

Haptic Haptic &

Audio

Haptic &

2D

Haptic &

Audio &

2D

Haptic &

Mixed

Reality

Real

Texture

User Experience

Models

Performance of Testing Models

Sand

Rocks

Leaves

Series2 92.59259259 81.48148148 85.18518519

70

80

90

100

Recognition

Percentage

Textures

Different Texture Recognotion

Sand

Rocks

Leaves