Bloch Equations – Understanding Their Non-Linearity

magnetic fieldsnon-linear-systemsnuclear-magnetic-resonancequantum mechanicsterminology

This question is similar to the following, but I have expanded the question moderately:

Nonlinearities arising from linear equations

The Bloch equations are described by the following vector equation (ignoring relaxation):
$$
\frac{d}{dt}\mathbf{M}(t) = \mathbf{M}(t) \times \gamma \mathbf{B}(t)
$$

It is frequently stated that the Bloch equations are non-linear.

For example,

In Principles of Magnetic Resonance Imaging – A Signal Processing Perspective by Liang and Lauterbur (pg. 89), it is stated without elaboration that :

The linear system assumption is not valid for a nuclear spin system during excitation.

Additionally, in Principles of Magnetic Resonance by Nishimura (pg. 124), it states :

"… the nonlinear behavior of the spin system becomes appreciable."

Lastly, in Magnetic Resonance Imaging – Physical Principles and Sequence Design by Brown et al. (pg. 661), "Bloch equation nonlinearities" are listed as a reason for possible measurement error.

The equation listed above can be reformulated in the following manner:
$$
\frac{d}{dt}\begin{bmatrix} M_x(t)\\M_y(t)\\M_z(t) \end{bmatrix}= \begin{bmatrix} 0 & \gamma B_z(t) & -\gamma B_y(t) \\ -\gamma B_z(t) & 0 & \gamma B_x(t) \\ \gamma B_y(t) & -\gamma B_x(t) & 0 \end{bmatrix} \begin{bmatrix} M_x(t)\\M_y(t)\\M_z(t) \end{bmatrix}
$$

This seems like a linear differential equation to me. What do people mean when they refer to the Bloch equations as non-linear?

Best Answer

The non linearities arise when you consider the feedback loop. The magnetic moment can generate a field of its own. $\mathbf{B}$ will no longer be the externally applied field, but will rather depend on $\mathbf{M}$ hence the nonlinearity. These nonlinearities give rise to new behaviors such as synchronization and chaotic motion.

Check out this article: Abergel D. "Chaotic solutions of the feedback driven Bloch equations." Phys Lett A 2002;302:17–22.

Hope this helps and tell me if you find some mistakes.

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