Understanding Quaternion Transformations for 3D Vectors

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Discussion Overview

The discussion centers on the transformation of 3-vectors using quaternions, specifically the relationship between the quaternion transformation and the preservation of inner products. Participants explore the mathematical foundations and implications of these transformations, questioning the necessity of certain forms and the underlying principles of quaternion algebra.

Discussion Character

  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant asserts that a 3-vector ##v## transforming with a quaternion ##q## must follow the transformation ##v' = q^{-1}vq## to preserve the inner product, but acknowledges that their proof does not hold.
  • Another participant challenges the use of "must," suggesting that without specific conditions, the transformation is not necessarily constrained.
  • A later reply agrees with the questioning of necessity and references the identification of the 3-sphere with unitary quaternions, pondering whether this relationship provides insight into the transformation of vectors.
  • Further, a participant introduces the concept of the adjoint representation of a Lie group, suggesting that conjugation in this context is a natural operation that could imply a necessity in the transformation process.
  • Another participant speculates on a result involving quaternion multiplication and the transformation of vectors, hinting at a connection to rotation matrices derived from quaternions.

Areas of Agreement / Disagreement

Participants express differing views on the necessity of the transformation form and the conditions under which it applies. There is no consensus on whether the transformation must adhere to a specific structure, indicating ongoing debate.

Contextual Notes

Participants highlight the lack of explicit conditions that enforce the necessity of the transformation, suggesting that assumptions about the behavior of vectors under quaternion transformations are not universally accepted.

Tio Barnabe
I'd like to show why a 3-vector ##v## transforming using a quartenion ##q## must transform as ##v' = q^{-1}vq##.

I tried showing that ##v^{\dagger}v = v'^{\ \dagger}v'## as long as ##v'## is given by the above transformation, whereas ##v' = qv## doesn't transform such that the inner product is invariant. However, this "proof" doesn't work.
 
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Tio Barnabe said:
I'd like to show why a 3-vector ##v## transforming using a quartenion ##q## must transform as ##v' = q^{-1}vq##.

I tried showing that ##v^{\dagger}v = v'^{\ \dagger}v'## as long as ##v'## is given by the above transformation, whereas ##v' = qv## doesn't transform such that the inner product is invariant. However, this "proof" doesn't work.
What do you mean by "must"? Without any conditions, which enforces this necessity, the vector doesn't have to behave anyhow. You may transform it in whatever and in which way ever you like to. We have a natural identification of the 3-sphere with the unitary quaternions ##\mathbb{S}^3 \cong U(1,\mathbb{H})## which connects the two, but there is still the question: "must" because of "what"?
 
fresh_42 said:
What do you mean by "must"?
"must" because of "what"?
Hmm, I thought it must be so, because I have seen it on several papers which deals with such transformations. But, I certainly agree with you in that
Without any conditions, which enforces this necessity, the vector doesn't have to behave anyhow
Thanks for remembering me.
fresh_42 said:
We have a natural identification of the 3-sphere with the unitary quaternions ##\mathbb{S}^3 \cong U(1,\mathbb{H})## which connects the two
Would this relation provide us with a clue of how the vector should transform?
 
Tio Barnabe said:
Would this relation provide us with a clue of how the vector should transform?
Conjugation with group elements on its tangent space at ##1## is the adjoint representation of a Lie group on its Lie algebra. This can be generalized a bit further (principal bundles). But basically it is the map ##\operatorname{Ad}\, : \,G \longrightarrow GL(\mathfrak{g})## defined by ##g \mapsto (\,X \mapsto gXg^{-1}\,)## induced by the conjugation in the group, which is a very natural operation of any group on itself, so of Lie groups as well. Since the tangent space of ##\mathbb{S}^3## is ##\mathbb{R}^3## and ##\mathbb{S}^3## the Lie group of unit quaternions, we have in ##\operatorname{Ad}## the desired operation by conjugation. This can be viewed as a "must" in the sense, that it is part of standard Lie theory.
 
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I'm not sure what the OP is getting at, but I'm guessing something like this result. For quaternion q and vector v,

(q.{0,v}.q-1)/(q.q) = {0,R(q).v}
(quaternion multiplication), (inner product), (inner product) {0,v} is append 0 to vector v to make a quaternion.

where R(q) is the 3D rotation matrix composed from quaternion q.
 

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