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Localization #16

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WalnutHawthorn opened this issue Jun 5, 2021 · 2 comments
Open

Localization #16

WalnutHawthorn opened this issue Jun 5, 2021 · 2 comments
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@TheGodOfWar007 @Srujan-D @WalnutHawthorn

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@WalnutHawthorn
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We decided to use a combination of the Extended Kalman Filter (EKF) and the Particle Filter (PF) for localization of the quadcopter as they complement each other well and have already been used in SLAM algorithms like FastSLAM
@WalnutHawthorn
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https://github.com/fada-catec/amcl3d
This uses the PF alone to localize a robot in a 3D environment. Modifications will have to be made to make it compatible with our quadcopter. Then, it has to be integrated with the EKF to give a combination of the two for our use case

@WalnutHawthorn WalnutHawthorn changed the title Resources used for Localization Localization Jun 5, 2021
@TheGodOfWar007
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@Srujan-D suggested modifying the inbuilt localization stack from the RTAB-Map package and combining it with AMCL at a later stage in #14 .

@TheGodOfWar007 TheGodOfWar007 mentioned this issue Jun 6, 2021
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@TheGodOfWar007 TheGodOfWar007

@Srujan-D Srujan-D

@WalnutHawthorn WalnutHawthorn

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@TheGodOfWar007 @Srujan-D @WalnutHawthorn