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Homework in Chapter 3 of slam course of dark blue vision -- derivative application of T6 common functions
2022-07-02 03:39:00 【Reading fitness code】
0. introduction
The number of homework this time is the most difficult , It took a long time , Record it after you finish .
1. subject & answer
- among (6.2) Yes e x e^x ex Taylor's expansion ( In fact, I'm more used to the expansion of infinite series )
- (6.3) Yes BCH The formula (《SLAM14 speak 》P82) and T5 Conclusion
2. Summary
(6.3) In the use of BCH In formula , R 1 R 2 R_1R_2 R1R2 To convert to Lie algebraic form l n ( R 1 R 2 ) ∨ ln(R_1R_2)^\vee ln(R1R2)∨
- (6.5) Chinese formula R a ∧ R T = ( R a ) ∧ Ra^\wedge R^T=(Ra)^\wedge Ra∧RT=(Ra)∧ want Make R = R T R=R^T R=RT( It took me a long time to think of this bend , And then you can use R 2 R_2 R2 be able to raise a certain amount of money etc. BCH The form required by the formula ) have to
R T a ∧ R = ( R T a ) ∧ R^Ta^\wedge R=(R^Ta)^\wedge RTa∧R=(RTa)∧ - Pay special attention to Jacobian matrix is J l J_l Jl still J r J_r Jr It has nothing to do with whether the given disturbance is a left disturbance or a right disturbance , yes J l J_l Jl still J r J_r Jr depends BCH Is the small quantity in the formula on the left or right , A small quantity on the left is J l J_l Jl, A small quantity on the right is J r J_r Jr.(6.5) Medium is for R 2 R_2 R2 Left disturbance , But the resulting Jacobian is J r J_r Jr, Of course , It can also be in (6.5) The first 2 Line with R 1 T R 1 R_1^TR_1 R1TR1 Gather together
lim φ 2 → 0 l n ( R 1 e x p ( φ 2 ∧ ) R 1 T R 1 R 2 ) ∨ − l n ( R 1 R 2 ) ∨ φ 2 = lim φ 2 → 0 l n ( e x p ( ( R 1 φ 2 ) ∧ ) R 1 R 2 ) ∨ − l n ( R 1 R 2 ) ∨ φ 2 ≈ ( B C H Jane turn , most end junction fruit ) J l ( l n ( R 1 R 2 ) ∨ ) − 1 R 1 \lim_{\varphi_2 \to 0}\frac{ln(R_1exp(\varphi_2^\wedge)R_1^TR_1R_2)^\vee-ln(R_1R_2)^\vee}{\varphi_2} \\ =\lim_{\varphi_2 \to 0}\frac{ln(exp((R_1\varphi_2)^\wedge)R_1R_2)^\vee-ln(R_1R_2)^\vee}{\varphi_2}\\ \approx(BCH simplify , final result )J_l(ln(R_1R_2)^\vee)^{-1}R_1 φ2→0limφ2ln(R1exp(φ2∧)R1TR1R2)∨−ln(R1R2)∨=φ2→0limφ2ln(exp((R1φ2)∧)R1R2)∨−ln(R1R2)∨≈(BCH Jane turn , most end junction fruit )Jl(ln(R1R2)∨)−1R1
It uses J l J_l Jl( I haven't verified this result yet , Wait a moment to verify it and see if it's right .) - According to the teaching assistant, in VIO Commonly used J r J_r Jr, Later on , Handwriting VIO It has been arranged .
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