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After a lot of digging in google, I found this(eqn. 36, pg. 2849) paper, which gives a 'real' polar form of a quaternion. It states that, any quaternion q can be represented as $q=\vert{q}\vert{e^{i\phi'}e^{k\psi}e^{j\theta}}$ where phase $(\phi,\theta,\psi)$ is almost uniquely defined in the interval $[-\pi,\pi)\times[-\pi/2,\pi/2)\times[-\pi/4,\pi/4]$.

The formulas which they gave for getting those three phase angles were quite complex, and I'm wondering is there actually a way to convert a quaternion in polar form, back to rectangular form. If so, how?

Also, how to convert octonions to polar form?

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I think that is better to avoid Euler angles. If you know how the polar form of a quaternion is found starting from the rectangular form (see here), then you can reverse the process. If we start with $$q=\rho e^{\alpha \mathbf i+\beta \mathbf j +\gamma \mathbf k}=|q|e^{\mathbf v}$$ we can found $\sin \theta= \frac{|\mathbf v|}{|z|} $ and $\mathbf n=\frac{\mathbf v}{|\mathbf v|}$

so that: $$q= \rho e^{\mathbf v}=\rho e^{\theta \mathbf n}=\rho(\cos \theta +\mathbf n \sin \theta) $$,

That is the rectangular form.

Emilio Novati
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