1.2.3 - Signal
Sampling Time
To construct an MR
image, the scanner must receive the MR signal that is emitted
by the tissue. This is accomplished using an RF coil that is
designed to magnetically couple to the tissue of interest. The
MR signal is Òpicked upÓ by the receiving RF coil as an
induced voltage. This voltage is amplified and converted to a
digital signal (i.e. a number) by an Analog-to-Digital
converter (A/D). This A/D converter samples the analog voltage
at a rate defined by the user (receive bandwidth, or RBW).
Higher RBW, or sampling rates, require shorter sampling times
for each data point. For example, sampling at RBW = 31.25 kHz
requires that a complex data pair is acquired every 16 ms,
whereas sampling at RBW = 62.5 kHz requires the acquisition of
a complex data pair every 8 µs.* Acquisition of 256 data
points at RBW = 31.25 kHz results in an acquisition window of
4.1 ms, whereas 256 data points can be acquired at RBW = 62.5
kHz in half the time.
Because the noise on the MR
signal is random in time, sampling the signal for longer (i.e.
the A/D "listens" to the signal for a longer time) results in
a more precise measure of the signal. This means that the
certainty that can be associated with a particular measured
signal intensity is higher. The signal is increased relative
to the noise level, i.e. the SNR is increased for longer
sampling times. In the example given above, the acquisition
window for 256 data points is twice as long with RBW = 31.25
kHz compared to RBW = 62.5 kHz. The SNR is therefore higher
for the acquisition with the narrower bandwidth. In general,
the rule for SNR dependence on sampling time is that the SNR
increases as the square root of the total time for which the
signal is sampled. This dependency of SNR on sampling time
combined with its dependency on voxel size can be expressed
using a simple equation:
(1.1)
where gives the tissue voxel size, nx and
ny give the acquisition matrix size in the readout
(XRES) and phase directions (YRES) respectively, and is the sampling time for a data pair. NEX is the
number of signal averages, or excitations. Figure 1.3
illustrates the dependence of SNR on voxel size with the total
sampling time held constant. With the total sampling time set
equal by varying the RBW and the NEX, the SNR is doubled for
the 256 x 128 acquisition compared to the 256 x 256 matrix
size.
|
|
Figure 1.3 Images of a GE quality assurance
phantom acquired using: (A) matrix size=256 x 256,
RBW=32kHz, slice thickness=10mm, 1NEX; (B) matrix
size=256 x 128, RBW=16kHz, slice thickness=10mm,
2NEX. |
*In GE terminology, the
RBW is given as the half-bandwidth (i.e. the maximum
frequency) as opposed to the full-bandwidth (which is actually
+/- 31.25kHz). The MR data is a complex-pair (it is still real
data, but has an x- and y-component, so the complex formalism
is mathematically convenient), so we actually acquire a
complex-pair at a rate of 62.5kHz for
RBW=31.25kHz. |
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