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Annexure 8- Presentations on 'Landmine detection using GPR'- Prof ...

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LANDMINE DETECTION USING GPR<br />

GRASS SNOW DESERT<br />

TYPICAL MINE SCENARIOS<br />

C<strong>on</strong>tact: <strong>Prof</strong>. G. Venkatachalam, gvee@iitb.ac.in; <strong>Prof</strong>. E.P.Rao, ceepria@iitb.ac.in<br />

Department of Civil Engineering, IITB


Magnitude:<br />

More than 100‐milli<strong>on</strong><br />

landmines, in 70<br />

countries<br />

More than 1‐milli<strong>on</strong><br />

people killed or<br />

maimed, since 1975<br />

The c<strong>on</strong>cern?<br />

‣ Mines are active even years after<br />

a war is waged and forgotten<br />

‣ Cause tragic, unintended,<br />

d<br />

damage, injury and death to<br />

innocent civilians<br />

‣ Pose a threat to internal security<br />

It is known:<br />

There are more than 350 types of land mines<br />

Simple to sophisticated triggering mechanisms<br />

Mainly 2 categories: Anti-pers<strong>on</strong>nel and Anti-tank<br />

Could be Metallic or N<strong>on</strong>- metallic mines<br />

Resp<strong>on</strong>se depends <strong>on</strong> several factors<br />

http://www.howstuffworks.com/landmine.htm


Factors affecting GPR Resp<strong>on</strong>se to landmines:<br />

Type of mine - metallic or n<strong>on</strong>-metallic.<br />

Host soil grain-size, moisture c<strong>on</strong>tent, dielectric c<strong>on</strong>stant<br />

& frequency<br />

Metallic are easier to detect<br />

t<br />

Higher Soil moisture c<strong>on</strong>tent / percentage of clay enables<br />

better detecti<strong>on</strong> of plastic mines<br />

Higher frequency gives better detecti<strong>on</strong> capability<br />

Research needed specifically under typical Indian scenarios<br />

to understand:<br />

GPR resp<strong>on</strong>se under c<strong>on</strong>trolled Lab. and Field c<strong>on</strong>diti<strong>on</strong>s<br />

GPR resp<strong>on</strong>se to metallic and n<strong>on</strong>-metallic objects<br />

Effects of host soil grain-size, moisture, dielectric<br />

permittivity & frequency<br />

Resp<strong>on</strong>se through Numerical Simulati<strong>on</strong> of real situati<strong>on</strong>s


200 MHz<br />

C SCAN 200 MHz<br />

SCAN IN PROGRESS<br />

15-80 MHz<br />

B SCAN B SCAN 200 MHz 200 MHz<br />

400 MHz<br />

0.7m<br />

0.4m<br />

ASCAN<br />

A SCAN<br />

0.7m<br />

0.9m<br />

1.4m<br />

0.4m<br />

1.5m<br />

Pipe 1 Pipe 2<br />

Pipe 1<br />

Pipe 2<br />

IITB Post Office<br />

Site<br />

STUDIES<br />

AT IIT BOMBAY<br />

IITB<br />

Guest House Site<br />

Soil profiling<br />

IN SU<br />

S


GPR Scan<br />

1.5 m<br />

Pipe (Void)<br />

0.8 m<br />

4.5m<br />

Soil<br />

5<br />

500<br />

5<br />

1<br />

1.5<br />

2<br />

2.<br />

0<br />

V<br />

0<br />

‐0.5<br />

‐1<br />

Xo<br />

x’ 0<br />

45 0 x’’ 0<br />

x’ 0 ‐ (x’ 0 ) R=0<br />

R PRED<br />

0 0 R 0<br />

R<br />

The Yee Cell<br />

1500<br />

2000<br />

2500<br />

50 100 150 200 250 300<br />

-4<br />

-6<br />

-8<br />

-10<br />

0.5<br />

1000<br />

-2<br />

PIPE R PRED (m) R ACTUAL (m)<br />

ε Estimated<br />

ε Estimated<br />

ε Actual<br />

Pipe 1 Pipe 2<br />

SITE<br />

(MIGRATION)<br />

(HOUGH)<br />

(CMP)<br />

1 0.348 0.375<br />

2 0.140 0.189<br />

3 0.130 0.184<br />

4 0.24 0.225<br />

5 0.025 0.115<br />

1 5.76 5.29 6.83<br />

2 2.56 8.13 9.33<br />

3 7.29 8.07 9.33<br />

4 1.96 2.12 2.24<br />

Classificati<strong>on</strong> for Pipe 1 Classificati<strong>on</strong> for Pipe 2<br />

Predicti<strong>on</strong> of Radius &<br />

Dielectric C<strong>on</strong>stant<br />

FDTD Simulati<strong>on</strong> & SVM<br />

Classificati<strong>on</strong><br />

STUDIES AT IIT BOMBAY

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