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Nkhani

Nkhani
Momwe GSD ndi mitundu yonyamula ma drone imakhudzira kulondola kwachitsanzo cha 3D

M'nkhani yapitayi Momwe mfundo zowongolera pansi ndi data ya PPK zimakhudzira kulondola kwachitsanzo cha 3D, tanena kuti kuwonjezera pa data ya GCPs ndi PPK, GSD ndi drone yonyamulira imakhalanso ndi gawo lina lazokhudza kulondola kwachibale kwa 3D. model.Choncho timayesanso kuti titsimikizire.

Kuyesera 1: zotsatira za GSD pa kulondola kwachibale kwa chitsanzo cha 3D;

Chikhalidwe 1

Drone yonyamula

Kamera ya oblique

Zithunzi za GCPs

PPK

 Mtengo wa CW10 VTOL

Zithunzi za DG4pros

AYI

AYI

Zotsatira Gulu 1:

Chiwerengero cha Zinthu

kutalika kwake (L0)

Kutalika kwachitsanzo cha 3D (L1) GSD=2cm

Kutalika kwachitsanzo cha 3D (L2) GSD=1.5cm

DS1 (L0-L1)

DS2 (L0-L2)

1

7.210

7.18

7.20

0.030

0.010

 

8.706

8.69

8.65

0.016

0.056

 

10.961

10.89

10.90

0.071

0.061

2

7.010

6.88

6.86

0.130

0.150

3

1.822

1.76

1.76

0.062

0.062

4

10.410

10.38

10.37

0.030

0.040

5

10.718

10.65

10.68

0.068

0.038

6

13.787

13.72

13.71

0.067

0.077

7

11.404

11.41

11.38

-0.006

0.024

 

12.147

12.13

12.12

0.017

0.027

8

7.526

7.44

7.49

0.086

0.036

 

13.797

13.83

13.77

-0.033

0.027

9

10.374

10.35

10.35

0.024

0.024

10

2.109

1.98

2.09

0.129

0.019

 

4.281

4.14

4.19

0.141

0.091

11

14.675

14.55

14.64

0.125

0.035

 

8.600

8.58

8.57

0.020

0.030

12

13.394

13.36

13.38

0.034

0.014

13

12.940

12.95

12.91

-0.010

0.030

14

7.190

7.21

7.20

-0.020

-0.010

15

13.371

13.36

13.38

0.011

-0.009

 

6.435

6.37

6.43

0.065

0.005

16

3.742

3.74

3.70

0.002

0.042

17

6.022

6.03

5.99

-0.008

0.032

18

3.937

3.91

3.94

0.027

-0.003

19

8.120

8.09

8.12

0.030

0.000

 

14.411

14.40

14.37

0.011

0.041

20

6.077

6.06

6.04

0.017

0.037

21

13.696

13.68

13.65

0.016

0.046

RMSE: DS1 = 0.0397m, DS2 = 0.0356m

Chikhalidwe 2

Drone yonyamula

Kamera ya oblique

Zithunzi za GCPs

PPK

Mtengo wa CW10 VTOL

Zithunzi za DG4pros

Inde

Ayi

Zotsatira Gulu 2:

Chiwerengero cha Zinthu

kutalika kwake (L0)

Kutalika kwachitsanzo cha 3D (L1) GSD=2cm

Kutalika kwachitsanzo cha 3D (L2) GSD=1.5cm

DS1 (L0-L1)

DS2 (L0-L2)

1

7.210

7.18

7.21

0.030

0

 

8.706

8.68

8.68

0.026

0.026

 

10.961

10.91

10.87

0.051

0.091

2

7.010

6.92

6.88

0.090

0.13

3

1.822

1.79

1.76

0.032

0.062

4

10.410

10.39

10.38

0.020

0.03

5

10.718

10.66

10.72

0.058

-0.002

6

13.787

13.77

13.79

0.017

-0.003

7

11.404

11.38

11.38

0.024

0.024

 

12.147

12.12

12.13

0.027

0.017

8

7.526

7.47

7.53

0.056

-0.004

 

13.797

13.83

13.78

-0.033

0.017

9

10.374

10.34

10.37

0.034

0.004

10

2.109

2.03

2.11

0.079

-0.001

 

4.281

4.18

4.28

0.101

0.001

11

14.675

14.59

14.67

0.085

0.005

 

8.600

8.57

8.58

0.030

0.02

12

13.394

13.35

13.39

0.044

0.004

13

12.940

12.92

12.9

0.020

0.04

14

7.190

7.21

7.19

-0.020

0

15

13.371

13.36

13.37

0.011

0.001

 

6.435

6.43

6.42

0.005

0.015

16

3.742

3.72

3.7

0.022

0.042

17

6.022

6.00

5.98

0.022

0.042

18

3.937

3.94

3.91

-0.003

0.027

19

8.120

8.09

8.07

0.030

0.05

 

14.411

14.41

14.38

0.001

0.031

20

6.077

6.03

6.04

0.047

0.037

21

13.696

13.65

13.65

0.046

0.046

RMSE: DS1=0.0328m,DS2=0.0259m

Chikhalidwe 3

Drone yonyamula

Kamera ya oblique

Zithunzi za GCPs

PPK

Mtengo wa CW10 VTOL

Zithunzi za DG4pros

AYI

INDE

 

Zotsatira Table 3:

Chiwerengero cha Zinthu

kutalika kwake (L0)

Kutalika kwachitsanzo cha 3D (L1) GSD=2cm

Kutalika kwachitsanzo cha 3D (L2) GSD=1.5cm

DS1 (L0-L1)

DS2 (L0-L2)

1

7.210

7.20

7.20

0.01

0.01

 

8.706

8.71

8.69

0.00

0.02

 

10.961

10.87

10.88

0.09

0.08

2

7.010

6.89

6.87

0.12

0.14

3

1.822

1.79

1.75

0.03

0.07

4

10.410

10.39

10.38

0.02

0.03

5

10.718

10.67

10.69

0.05

0.03

6

13.787

13.75

13.78

0.04

0.01

7

11.404

11.39

11.38

0.01

0.02

 

12.147

12.13

12.12

0.02

0.03

8

7.526

7.51

7.49

0.02

0.04

 

13.797

13.79

13.78

0.01

0.02

9

10.374

10.35

10.34

0.02

0.03

10

2.109

2.03

2.02

0.08

0.09

 

4.281

4.15

4.21

0.13

0.07

11

14.675

14.61

14.65

0.07

0.03

 

8.600

8.60

8.57

0.00

0.03

12

13.394

13.37

13.40

0.02

-0.01

13

12.940

12.88

12.89

0.06

0.05

14

7.190

7.20

7.18

-0.01

0.01

15

13.371

13.36

13.38

0.01

-0.01

 

6.435

6.40

6.46

0.03

-0.03

16

3.742

3.75

3.75

-0.01

-0.01

17

6.022

5.97

5.97

0.05

0.05

18

3.937

3.93

3.91

0.01

0.03

19

8.120

8.10

8.08

0.02

0.04

 

14.411

14.40

14.38

0.01

0.03

20

6.077

6.04

6.05

0.04

0.03

21

13.696

13.65

13.67

0.05

0.03

RMSE: DS1=0.0342m,DS2=0.0328m

Chikhalidwe 4

Drone yonyamula

Kamera ya oblique

Zithunzi za GCPs

PPK

Mtengo wa CW10 VTOL

Zithunzi za DG4pros

INDE

INDE

Zotsatira Table 4:

Chiwerengero cha Zinthu

kutalika kwake (L0)

Kutalika kwachitsanzo cha 3D (L1) GSD=2cm

Kutalika kwachitsanzo cha 3D (L2) GSD=1.5cm

DS1 (L0-L1)

DS2 (L0-L2)

1

7.21

7.21

7.21

0.00

0.00

8.706

8.68

8.7

0.03

0.01

10.961

10.90

10.89

0.06

0.07

2

7.01

6.98

6.99

0.03

0.02

3

1.822

1.80

1.78

0.02

0.04

4

10.41

10.40

10.39

0.01

0.02

5

10.718

10.70

10.69

0.02

0.03

6

13.787

13.77

13.76

0.02

0.03

7

11.404

11.39

11.39

0.01

0.01

12.147

12.13

12.12

0.02

0.03

8

7.526

7.49

7.51

0.04

0.02

13.797

13.81

13.8

-0.01

0.00

9

10.374

10.36

10.35

0.01

0.02

10

2.109

2.02

2.11

0.09

0.00

4.281

4.16

4.28

0.12

0.00

11

14.675

14.66

14.68

0.02

0.00

8.6

8.54

8.53

0.06

0.07

12

13.394

13.35

13.37

0.04

0.02

13

12.94

12.89

12.91

0.05

0.03

14

7.19

7.18

7.2

0.01

-0.01

15

13.371

13.35

13.35

0.02

0.02

6.435

6.41

6.4

0.02

0.03

16

3.742

3.72

3.71

0.02

0.03

17

6.022

5.98

5.98

0.04

0.04

18

3.937

3.89

3.89

0.05

0.05

19

8.12

8.12

8.1

0.00

0.02

14.411

14.40

14.39

0.01

0.02

20

6.077

6.03

6.03

0.05

0.05

21

13.696

13.66

13.64

0.04

0.06

RMSE: DS1 = 0.0308m, DS2 = 0.0249m

Mapeto

Zosintha za kuyesa 1 ndi:

1: Ndi/Popanda deta ya PPK.

2:Ndi/Popanda GCPs.

3: GSD osiyana: 1.5 cm kapena 2cm

Pambuyo posanthula magawo anayi a data yoyeserera, titha kunena zotsatirazi:

 

Pamene oblique kamera ndi DG4Pros:

(1) Ndi / Popanda malo olamulira pansi (GCP) ndi deta ya PPK yomwe ikukhudzidwa ndi AT triangulation, kaya ndi VTOL kapena multirotor drone, kaya GSD ndi 2cm kapena 1.5cm, chitsanzo cha 3D chomangidwa ndi kamera ya oblique DG4Pros ikhoza kukwaniritsa zofunikira za zolakwika zolondola wachibale Ds≤10cm(Zowona ≤5cm).

(2) Pamene GSD ndi mtundu umodzi, kulondola kwachibale kwa chitsanzo cha 3D ndi GSD = 1.5cm kuli bwino kuposa GSD = 2cm.

Kuyesera 2: zotsatira za mitundu yonyamula ma drone pa kulondola kwachibale kwa mtundu wa 3D

Chikhalidwe 1

Kamera ya oblique

Zithunzi za GCPs

PPK

GSD

Zithunzi za DG4pros

AYI

AYI

1.5cm

Zotsatira Gulu 1:

Chiwerengero cha Zinthu

kutalika kwake (L0)

Kutalika kwachitsanzo cha 3D (L1) CW10

Kutalika kwachitsanzo cha 3D (L2) M600Pro

DS1 (L0-L1)

DS2 (L0-L2)

1

7.21

7.20

7.19

0.010

0.02

 

8.706

8.65

8.70

0.056

0.01

 

10.961

10.90

10.91

0.061

0.05

2

7.01

6.86

6.98

0.150

0.03

3

1.822

1.76

1.79

0.062

0.03

4

10.41

10.37

10.39

0.040

0.02

5

10.718

10.68

10.69

0.038

0.03

6

13.787

13.71

13.76

0.077

0.03

7

11.404

11.38

11.38

0.024

0.02

 

12.147

12.12

12.12

0.027

0.03

8

7.526

7.49

7.50

0.036

0.03

 

13.797

13.77

13.77

0.027

0.03

9

10.374

10.35

10.33

0.024

0.04

10

2.109

2.09

2.02

0.019

0.09

 

4.281

4.19

4.20

0.091

0.08

11

14.675

14.64

14.65

0.035

0.03

 

8.6

8.57

8.57

0.030

0.03

12

13.394

13.38

13.35

0.014

0.04

13

12.94

12.91

12.92

0.030

0.02

14

7.19

7.20

7.17

-0.010

0.02

15

13.371

13.38

13.35

-0.009

0.02

 

6.435

6.43

6.41

0.005

0.02

16

3.742

3.70

3.70

0.042

0.04

17

6.022

5.99

5.99

0.032

0.03

18

3.937

3.94

3.89

-0.003

0.05

19

8.12

8.12

8.08

0.000

0.04

 

14.411

14.37

14.36

0.041

0.05

20

6.077

6.04

6.06

0.037

0.02

21

13.696

13.65

13.65

0.046

0.05

RMSE: DS1=0.0356m,DS2=0.342m

Chikhalidwe 2

Kamera ya oblique

Zithunzi za GCPs

PPK

GSD

Zithunzi za DG4pros

INDE

AYI

1.5cm

 

Zotsatira Gulu 2:

Chiwerengero cha Zinthu

kutalika kwake (L0)

Kutalika kwachitsanzo cha 3D (L1) CW10

Kutalika kwachitsanzo cha 3D (L2) M600Pro

DS1 (L0-L1)

DS2 (L0-L2)

1

7.21

7.21

7.21

0

0.00

 

8.706

8.68

8.70

0.026

0.01

 

10.961

10.87

10.91

0.091

0.05

2

7.01

6.88

6.98

0.13

0.03

3

1.822

1.76

1.80

0.062

0.02

4

10.41

10.38

10.39

0.03

0.02

5

10.718

10.72

10.70

-0.002

0.02

6

13.787

13.79

13.75

-0.003

0.04

7

11.404

11.38

11.38

0.024

0.02

 

12.147

12.13

12.13

0.017

0.02

8

7.526

7.53

7.49

-0.004

0.04

 

13.797

13.78

13.79

0.017

0.01

9

10.374

10.37

10.35

0.004

0.02

10

2.109

2.11

2.07

-0.001

0.04

 

4.281

4.28

4.21

0.001

0.07

11

14.675

14.67

14.66

0.005

0.02

 

8.6

8.58

8.57

0.02

0.03

12

13.394

13.39

13.35

0.004

0.04

13

12.94

12.9

12.93

0.04

0.01

14

7.19

7.19

7.18

0

0.01

15

13.371

13.37

13.36

0.001

0.01

 

6.435

6.42

6.42

0.015

0.01

16

3.742

3.7

3.71

0.042

0.03

17

6.022

5.98

6.00

0.042

0.02

18

3.937

3.91

3.91

0.027

0.03

19

8.12

8.07

8.10

0.05

0.02

 

14.411

14.38

14.35

0.031

0.06

20

6.077

6.04

6.06

0.037

0.02

21

13.696

13.65

13.67

0.046

0.03

RMSE: DS1=0.0259m,DS2=0.256m

Mapeto

Zosiyanasiyana za kuyesa 2 ndi:

1:Ndi/Popanda ma GCP.

2: Different Carrier Drone: VTOL drone kapena multi-rotor drone

Pambuyo pofufuza magulu awiri a deta yoyesera, tikhoza kunena zotsatirazi:

 

Pamene oblique kamera ndi DG4Pros:

(1) Ndi / Popanda malo olamulira pansi (GCP) kaya ndi VTOL kapena multi-rotor drone, chitsanzo cha 3D chomangidwa ndi kamera ya oblique DG4Pros chikhoza kukwaniritsa zofunikira za zolakwika zolakwika Ds≤10cm (Zowona ≤5cm).

(2) Pamene mitundu yonyamulira ya drone ndiyosiyana imodzi, kulondola kwachibale kwa chitsanzo cha 3D chokhala ndi ma rotor ambiri ndikwabwino kuposa ndi VTOL, koma kusiyana kwake si kwakukulu kwambiri.