RADAR Tracking system using neural networks

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Duo Quest Welcome to

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RADAR Tracking System Using Neural Networks

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What How Pitfalls Kalman Filters Neural Networks FAQ & Reference Agenda

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RADAR INS Neural Networks What Speed Longitude Latitude Altitude

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0416 3E6B 2446 FFE1 ……. How 0020 3D26 FE00 FCD9 03C5 F1BC 0004 8166 AC72 0015 023E AC5F ADEC 0004 0010 0416 3E6B 2446 FFE1 DA7A 0E23 9BC6 36E1 BAC3 09EB 8511 0000 00A0 0080 0009 0009 0002 1. RADAR 2.Recevier 3. INS 4. Kalman Filter / Neural Filter 5. Work Station 6. Plotter 0020 3D26 FE00 FCD9 FCD9 03C5 F1BC 0004 8166 AC72 0015 023E AC5F ADEC 0004 0010 DA7A 0E23 9BC6 36E1 BAC3 09EB 8511 0000 0080 0009 0009 0002 Speed Altitude Latitude Acceleration Longitude ……. …….

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Pitfalls Overlapping of signals Hijacking Inaccurate results Third party Signals Signal 1 Signal 2 Signal 3

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Kalman Filters Step 1 Step 2 Step 3 Step 4 ? ? ? Step n Predict Update

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Kalman Filters Step 6 Kalman Filters Drawbacks Not an intelligent flow Doesn't work in Natural Calamities 20% chances to give inaccurate results

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RADAR Neural Networks 0020 3D26 FE00 FCD9 03C5 F1BC 0004 8166 AC72 0015 023E AC5F ADEC 0004 0010 0416 3E6B 2446 FFE1 DA7A 0E23 9BC6 36E1 BAC3 09EB 8511 0000 00A0 0080 0009 0009 0002 Comparing the Sequence of radar Signal for more accuracy Plotting of Graph With accurate values

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CONCLUSION

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Query’s

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www.nasa.com www.wikipedia.com/Radar www.wikipedia.org/wiki/Kalman_filter www.wikipedia.org/wiki/Neural_network References

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Presented by B. Ramya Valli Bhargavi Thank you