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Releases: Deduction42/UnscentedTransforms.jl

v0.2.2

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@Deduction42 Deduction42 released this 23 Mar 19:26
2c8c6a8

Try-catch statements have been put around state update functions (due to possible rounding error in lowrankdowndate operations). In such cases, covariance updates are ignored and allowed to increase. This has been tested on industrial applications.

v0.2.1

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@RGonTheNoble RGonTheNoble released this 16 Mar 18:57
8014659

Wraps covariance update step in a try-catch statement to skip step if roundoff error results in a non positive-definite matrix.

v0.2.0

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@Deduction42 Deduction42 released this 09 Dec 16:26
47173d7

New outlier suppression scheme works directly on Kalman gain, which also affects the posterior covariance (reducing how much a measurement affects the posterior as it is being suppressed). This is not a substitute for logic outside the Kalman filter to deal with high-conflict scenarios (where the innovation value is far outside the expected distribution). It does however, greatly mitigate the risk of a single measurements from corrupting the state before such logic can be applied.

v0.1.2

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@Deduction42 Deduction42 released this 08 Dec 18:57
9ded4b4

Improved performance, simpler API, verified on a collection of industrial applications

v0.1.1

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@Deduction42 Deduction42 released this 03 Dec 17:45
918a16a

Proven, used in various industrial applications.

0.1.0

0.1.0 Pre-release
Pre-release

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@Deduction42 Deduction42 released this 17 Apr 15:44

Direct port from personal codebase