A cikin waɗannan gwaje-gwaje guda biyu, mun gabatar da masu canji daban-daban guda huɗu don tabbatar da daidaiton dangi na ƙirar 3D. Mabambantan mabambantan guda huɗu su ne:
1: Jigilar drone iri: a VTOL drone ko wani Multi-na'ura mai juyi drone
2: GSD daban-daban
3: Tare da / Ba tare da wuraren kula da ƙasa ba
4: Tare da / Ba tare da bayanan PPK ba
Jirgin jirgi mara matuki |
Kyamara mara nauyi |
GSD |
PPK |
Saukewa: CW10VTOL |
DG4 riba |
2cm ku |
Ee |
Yawan Abubuwan |
tsawon ma'auni (L0) |
Tsawon ƙirar 3D (L1) ba tare da GCP ba |
Tsawon ƙirar 3D (L2) tare da GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.20 |
7.21 |
0.01 |
0.00 |
|
8.706 |
8.71 |
8.68 |
0.00 |
0.03 |
|
10.961 |
10.87 |
10.90 |
0.09 |
0.06 |
2 |
7.010 |
6.89 |
6.98 |
0.12 |
0.03 |
3 |
1.822 |
1.79 |
1.80 |
0.03 |
0.02 |
4 |
10.410 |
10.39 |
10.40 |
0.02 |
0.01 |
5 |
10.718 |
10.67 |
10.70 |
0.05 |
0.02 |
6 |
13.787 |
13.75 |
13.77 |
0.04 |
0.02 |
7 |
11.404 |
11.39 |
11.39 |
0.01 |
0.01 |
|
12.147 |
12.13 |
12.13 |
0.02 |
0.02 |
8 |
7.526 |
7.51 |
7.49 |
0.02 |
0.04 |
|
13.797 |
13.79 |
13.81 |
0.01 |
-0.01 |
9 |
10.374 |
10.35 |
10.36 |
0.02 |
0.01 |
10 |
2.109 |
2.03 |
2.02 |
0.08 |
0.09 |
|
4.281 |
4.15 |
4.16 |
0.13 |
0.12 |
11 |
14.675 |
14.61 |
14.66 |
0.07 |
0.02 |
|
8.600 |
8.60 |
8.54 |
0.00 |
0.06 |
12 |
13.394 |
13.37 |
13.35 |
0.02 |
0.04 |
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 |
13.35 |
0.01 |
0.02 |
|
6.435 |
6.40 |
6.41 |
0.03 |
0.02 |
16 |
3.742 |
3.75 |
3.72 |
-0.01 |
0.02 |
17 |
6.022 |
5.97 |
5.98 |
0.05 |
0.04 |
18 |
3.937 |
3.93 |
3.89 |
0.01 |
0.05 |
19 |
8.120 |
8.10 |
8.12 |
0.02 |
0.00 |
|
14.411 |
14.40 |
14.40 |
0.01 |
0.01 |
20 |
6.077 |
6.04 |
6.03 |
0.04 |
0.05 |
21 |
13.696 |
13.65 |
13.66 |
0.05 |
0.04 |
RMSE: Ds1=0.0342m, Ds2=0.0308m |
Jirgin jirgi mara matuki |
Kyamara mara nauyi |
GSD |
PPK |
Saukewa: CW10VTOL |
DG4 riba |
2cm ku |
A'a |
Yawan Abubuwan |
tsawon ma'auni (L0) |
Tsawon ƙirar 3D (L1) ba tare da GCP ba |
Tsawon ƙirar 3D (L2) tare da GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.18 |
7.18 |
0.030 |
0.030 |
8.706 |
8.69 |
8.68 |
0.016 |
0.026 |
|
10.961 |
10.89 |
10.91 |
0.071 |
0.051 |
|
2 |
7.010 |
6.88 |
6.92 |
0.130 |
0.090 |
3 |
1.822 |
1.76 |
1.79 |
0.062 |
0.032 |
4 |
10.410 |
10.38 |
10.39 |
0.030 |
0.020 |
5 |
10.718 |
10.65 |
10.66 |
0.068 |
0.058 |
6 |
13.787 |
13.72 |
13.77 |
0.067 |
0.017 |
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 |
7.47 |
0.086 |
0.056 |
13.797 |
13.83 |
13.83 |
-0.033 |
-0.033 |
|
9 |
10.374 |
10.35 |
10.34 |
0.024 |
0.034 |
10 |
2.109 |
1.98 |
2.03 |
0.129 |
0.079 |
4.281 |
4.14 |
4.18 |
0.141 |
0.101 |
|
11 |
14.675 |
14.55 |
14.59 |
0.125 |
0.085 |
8.600 |
8.58 |
8.57 |
0.020 |
0.030 |
|
12 |
13.394 |
13.36 |
13.35 |
0.034 |
0.044 |
13 |
12.940 |
12.95 |
12.92 |
-0.010 |
0.020 |
14 |
7.190 |
7.21 |
7.21 |
-0.020 |
-0.020 |
15 |
13.371 |
13.36 |
13.36 |
0.011 |
0.011 |
6.435 |
6.37 |
6.43 |
0.065 |
0.005 |
|
16 |
3.742 |
3.74 |
3.72 |
0.002 |
0.022 |
17 |
6.022 |
6.03 |
6.00 |
-0.008 |
0.022 |
18 |
3.937 |
3.91 |
3.94 |
0.027 |
-0.003 |
19 |
8.120 |
8.09 |
8.09 |
0.030 |
0.030 |
14.411 |
14.40 |
14.41 |
0.011 |
0.001 |
|
20 |
6.077 |
6.06 |
6.03 |
0.017 |
0.047 |
21 |
13.696 |
13.68 |
13.65 |
0.016 |
0.046 |
RMSE: Ds1=0.0397m, Ds2=0.0328m |
Jirgin jirgi mara matuki |
Kyamara mara nauyi |
GSD |
PPK |
Saukewa: CW10VTOL |
DG4 riba |
1.5cm |
Ee |
Yawan Abubuwan |
tsawon ma'auni (L0) |
Tsawon ƙirar 3D (L1) ba tare da GCP ba |
Tsawon ƙirar 3D (L2) tare da GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.20 |
7.21 |
0.01 |
0.00 |
8.706 |
8.69 |
8.7 |
0.02 |
0.01 |
|
10.961 |
10.88 |
10.89 |
0.08 |
0.07 |
|
2 |
7.010 |
6.87 |
6.99 |
0.14 |
0.02 |
3 |
1.822 |
1.75 |
1.78 |
0.07 |
0.04 |
4 |
10.410 |
10.38 |
10.39 |
0.03 |
0.02 |
5 |
10.718 |
10.69 |
10.69 |
0.03 |
0.03 |
6 |
13.787 |
13.78 |
13.76 |
0.01 |
0.03 |
7 |
11.404 |
11.38 |
11.39 |
0.02 |
0.01 |
12.147 |
12.12 |
12.12 |
0.03 |
0.03 |
|
8 |
7.526 |
7.49 |
7.51 |
0.04 |
0.02 |
13.797 |
13.78 |
13.8 |
0.02 |
0.00 |
|
9 |
10.374 |
10.34 |
10.35 |
0.03 |
0.02 |
10 |
2.109 |
2.02 |
2.11 |
0.09 |
0.00 |
4.281 |
4.21 |
4.28 |
0.07 |
0.00 |
|
11 |
14.675 |
14.65 |
14.68 |
0.03 |
0.00 |
8.600 |
8.57 |
8.53 |
0.03 |
0.07 |
|
12 |
13.394 |
13.40 |
13.37 |
-0.01 |
0.02 |
13 |
12.940 |
12.89 |
12.91 |
0.05 |
0.03 |
14 |
7.190 |
7.18 |
7.2 |
0.01 |
-0.01 |
15 |
13.371 |
13.38 |
13.35 |
-0.01 |
0.02 |
6.435 |
6.46 |
6.4 |
-0.03 |
0.03 |
|
16 |
3.742 |
3.75 |
3.71 |
-0.01 |
0.03 |
17 |
6.022 |
5.97 |
5.98 |
0.05 |
0.04 |
18 |
3.937 |
3.91 |
3.89 |
0.03 |
0.05 |
19 |
8.120 |
8.08 |
8.1 |
0.04 |
0.02 |
14.411 |
14.38 |
14.39 |
0.03 |
0.02 |
|
20 |
6.077 |
6.05 |
6.03 |
0.03 |
0.05 |
21 |
13.696 |
13.67 |
13.64 |
0.03 |
0.06 |
RMSE: Ds1=0.0328m, Ds2=0.0249m |
Jirgin jirgi mara matuki |
Kyamara mara nauyi |
GSD |
PPK |
Saukewa: CW10VTOL |
DG4 riba |
1.5cm |
A'a |
Yawan Abubuwan |
tsawon ma'auni (L0) |
Tsawon ƙirar 3D (L1) ba tare da GCP ba |
Tsawon ƙirar 3D (L2) tare da GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.20 |
7.21 |
0.010 |
0 |
8.706 |
8.65 |
8.68 |
0.056 |
0.026 |
|
10.961 |
10.90 |
10.87 |
0.061 |
0.091 |
|
2 |
7.010 |
6.86 |
6.88 |
0.150 |
0.13 |
3 |
1.822 |
1.76 |
1.76 |
0.062 |
0.062 |
4 |
10.410 |
10.37 |
10.38 |
0.040 |
0.03 |
5 |
10.718 |
10.68 |
10.72 |
0.038 |
-0.002 |
6 |
13.787 |
13.71 |
13.79 |
0.077 |
-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 |
7.49 |
7.53 |
0.036 |
-0.004 |
13.797 |
13.77 |
13.78 |
0.027 |
0.017 |
|
9 |
10.374 |
10.35 |
10.37 |
0.024 |
0.004 |
10 |
2.109 |
2.09 |
2.11 |
0.019 |
-0.001 |
4.281 |
4.19 |
4.28 |
0.091 |
0.001 |
|
11 |
14.675 |
14.64 |
14.67 |
0.035 |
0.005 |
8.600 |
8.57 |
8.58 |
0.030 |
0.02 |
|
12 |
13.394 |
13.38 |
13.39 |
0.014 |
0.004 |
13 |
12.940 |
12.91 |
12.9 |
0.030 |
0.04 |
14 |
7.190 |
7.20 |
7.19 |
-0.010 |
0 |
15 |
13.371 |
13.38 |
13.37 |
-0.009 |
0.001 |
6.435 |
6.43 |
6.42 |
0.005 |
0.015 |
|
16 |
3.742 |
3.70 |
3.7 |
0.042 |
0.042 |
17 |
6.022 |
5.99 |
5.98 |
0.032 |
0.042 |
18 |
3.937 |
3.94 |
3.91 |
-0.003 |
0.027 |
19 |
8.120 |
8.12 |
8.07 |
0.000 |
0.05 |
14.411 |
14.37 |
14.38 |
0.041 |
0.031 |
|
20 |
6.077 |
6.04 |
6.04 |
0.037 |
0.037 |
21 |
13.696 |
13.65 |
13.65 |
0.046 |
0.046 |
RMSE: Ds1=0.0356m, Ds2=0.0259m |
Jirgin jirgi mara matuki |
Kyamara mara nauyi |
GSD |
PPK |
DJI M600 Pro Multi-rotor |
DG4 riba |
1.5cm |
A'a |
Yawan Abubuwan |
tsawon ma'auni (L0) |
Tsawon ƙirar 3D (L1) ba tare da GCP ba |
Tsawon ƙirar 3D (L2) tare da GCP |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.19 |
7.21 |
0.02 |
0.00 |
8.706 |
8.70 |
8.70 |
0.01 |
0.01 |
|
10.961 |
10.91 |
10.91 |
0.05 |
0.05 |
|
2 |
7.010 |
6.98 |
6.98 |
0.03 |
0.03 |
3 |
1.822 |
1.79 |
1.80 |
0.03 |
0.02 |
4 |
10.410 |
10.39 |
10.39 |
0.02 |
0.02 |
5 |
10.718 |
10.69 |
10.70 |
0.03 |
0.02 |
6 |
13.787 |
13.76 |
13.75 |
0.03 |
0.04 |
7 |
11.404 |
11.38 |
11.38 |
0.02 |
0.02 |
12.147 |
12.12 |
12.13 |
0.03 |
0.02 |
|
8 |
7.526 |
7.50 |
7.49 |
0.03 |
0.04 |
13.797 |
13.77 |
13.79 |
0.03 |
0.01 |
|
9 |
10.374 |
10.33 |
10.35 |
0.04 |
0.02 |
10 |
2.109 |
2.02 |
2.07 |
0.09 |
0.04 |
4.281 |
4.20 |
4.21 |
0.08 |
0.07 |
|
11 |
14.675 |
14.65 |
14.66 |
0.03 |
0.02 |
8.600 |
8.57 |
8.57 |
0.03 |
0.03 |
|
12 |
13.394 |
13.35 |
13.35 |
0.04 |
0.04 |
13 |
12.940 |
12.92 |
12.93 |
0.02 |
0.01 |
14 |
7.190 |
7.17 |
7.18 |
0.02 |
0.01 |
15 |
13.371 |
13.35 |
13.36 |
0.02 |
0.01 |
6.435 |
6.41 |
6.42 |
0.02 |
0.01 |
|
16 |
3.742 |
3.70 |
3.71 |
0.04 |
0.03 |
17 |
6.022 |
5.99 |
6.00 |
0.03 |
0.02 |
18 |
3.937 |
3.89 |
3.91 |
0.05 |
0.03 |
19 |
8.120 |
8.08 |
8.10 |
0.04 |
0.02 |
14.411 |
14.36 |
14.35 |
0.05 |
0.06 |
|
20 |
6.077 |
6.06 |
6.06 |
0.02 |
0.02 |
21 |
13.696 |
13.65 |
13.67 |
0.05 |
0.03 |
RMSE: Ds1=0.0342m, Ds2=0.0256m |
Matsalolin gwaji na 1 sune:
1: Tare da / Ba tare da bayanan PPK ba.
2: Jigilar drone iri: a VTOL drone ko wani Multi-na'ura mai juyi drone
3: GSD daban-daban: 1.5 cm ko 2cm
Bayan nazarin bayanan gwaji guda biyar, za mu iya zana sakamako masu zuwa:
Lokacin da kyamarar ta zama DG4Pros:
(1) Tare da / Ba tare da wurin kula da ƙasa ba (GCP) wanda ke da hannu a cikin triangulation na AT, ko VTOL ne ko drone mai juyi mai yawa, ko GSD 2cm ko 1.5cm, ƙirar 3D da aka gina ta kyamarar DG4Pros na iya saduwa da Bukatun kuskuren daidaiton dangi Ds≤10cm.
(2) Lokacin tare da/ba tare da GCPs shine madaidaicin guda ɗaya ba, daidaiton dangi na ƙirar 3D tare da GCPs ya fi wancan ba tare da GCP ba.
(3) Lokacin da GSD shine madaidaicin guda ɗaya, daidaiton dangi na ƙirar 3D wanda GSD 1.5cm ya fi wancan GSD 2cm.
(4) Lokacin da jirgin mai ɗaukar kaya ya zama maɗaukaki ɗaya, daidaiton dangi na ƙirar 3D wanda amfani da rotor multi-rotor ya fi na amfani da VTOL azaman mai ɗaukar hoto.
Jirgin jirgi mara matuki |
Kyamara mara nauyi |
GSD |
GCPs |
Saukewa: CW10VTOL |
DG4 riba |
2cm ku |
A'A |
Yawan Abubuwan |
tsawon ma'auni (L0) |
Tsawon samfurin 3D (L1) ba tare da PPK ba |
Tsawon samfurin 3D (L2) tare da PPK |
Ds1 (L0-L1) |
Ds2 (L0-L2) |
1 |
7.210 |
7.18 |
7.20 |
0.030 |
0.01 |
8.706 |
8.69 |
8.71 |
0.016 |
0.00 |
|
10.961 |
10.89 |
10.87 |
0.071 |
0.09 |
|
2 |
7.010 |
6.88 |
6.89 |
0.130 |
0.12 |
3 |
1.822 |
1.76 |
1.79 |
0.062 |
0.03 |
4 |
10.410 |
10.38 |
10.39 |
0.030 |
0.02 |
5 |
10.718 |
10.65 |
10.67 |
0.068 |
0.05 |
6 |
13.787 |
13.72 |
13.75 |
0.067 |
0.04 |
7 |
11.404 |
11.41 |
11.39 |
-0.006 |
0.01 |
12.147 |
12.13 |
12.13 |
0.017 |
0.02 |
|
8 |
7.526 |
7.44 |
7.51 |
0.086 |
0.02 |
13.797 |
13.83 |
13.79 |
-0.033 |
0.01 |
|
9 |
10.374 |
10.35 |
10.35 |
0.024 |
0.02 |
10 |
2.109 |
1.98 |
2.03 |
0.129 |
0.08 |
4.281 |
4.14 |
4.15 |
0.141 |
0.13 |
|
11 |
14.675 |
14.55 |
14.61 |
0.125 |
0.07 |
8.600 |
8.58 |
8.60 |
0.020 |
0.00 |
|
12 |
13.394 |
13.36 |
13.37 |
0.034 |
0.02 |
13 |
12.940 |
12.95 |
12.88 |
-0.010 |
0.06 |
14 |
7.190 |
7.21 |
7.20 |
-0.020 |
-0.01 |
15 |
13.371 |
13.36 |
13.36 |
0.011 |
0.01 |
6.435 |
6.37 |
6.40 |
0.065 |
0.03 |
|
16 |
3.742 |
3.74 |
3.75 |
0.002 |
-0.01 |
17 |
6.022 |
6.03 |
5.97 |
-0.008 |
0.05 |
18 |
3.937 |
3.91 |
3.93 |
0.027 |
0.01 |
19 |
8.120 |
8.09 |
8.10 |
0.030 |
0.02 |
14.411 |
14.40 |
14.40 |
0.011 |
0.01 |
|
20 |
6.077 |
6.06 |
6.04 |
0.017 |
0.04 |
21 |
13.696 |
13.68 |
13.65 |
0.016 |
0.05 |
RMSE Ds1=0.0397m,Ds2=0.0342m |