The main
reason why charge transport in these small devices must be treated
with "additional" physics in mind can be understood as follows.
As the charge carriers (electrons and/or holes) move in the crystal
under the action of the external force (namely, the electric field caused by
the voltage applied
to the transistor contacts), they suffer collisions of various
types: with
the thermal vibrations of the ions of the crystal (Si, Ge, ...),
with the dopants (positively charged P or As donors, or
negatively charged B acceptors in Si, for example), with other electrons or
holes, etc. If the mean distance between two successive collisions
(typically, a few nanometers) is much smaller than the dimensions
of the transistor, carriers collide many times while transiting the
device. On the one hand, this prevents the carriers from gaining
kinetic energy much in excess of the thermal energy they would have
even in the absence of a driving force.
On the other hand, the many collisions can be treated statistically,
by "lumping" their effect as a kind of average "friction" on the
current, without worrying too much about the details of what happens
to electrons or holes in a single collision. As a nice by-product of
these simplifications, one has to worry only about what happens in
a very small neighborhood of each carrier: electrons
and holes have "lost memory" of what happened elsewhere,
because of the many
randomizing collisions they have suffered along the way. The problem
now becomes "local": only the driving force (the electric field) at
a given position in the device is needed to describe charge transport
at that particular position. Older device simulation
programs (mainly belonging to the class of "drift-diffusion" models)
relied heavily on these simplifying considerations.
They used the fact that carriers do not acquire too much kinetic energy
to simplify the
band structure
of the crystal, and use simply
an "effective mass" to handle the motion of the carriers. They also
used "lumped" concepts, such as "mobility" and "diffusion
constant", to account for carrier collisions in a grand-averaged and
"local" way.
Now that transistors have reached dimensions approaching the
mean distance between collisions, these simplifying approximations
fail: carriers gain significant kinetic energy, in excess of
50 to 100 times larger than their thermal energy. Therefore,
the details of the band-structure of the crystal become
important. At the same time, only a few collisions occur as
carriers move across the device. Thus, it becomes important to
look at single collisions with more attention and to account
for the driving force everywhere in the device when studying
charge transport at a given position in the transistor ("nonlocal
effects").
As devices shrink even more, their dimensions begin to approach
the wavelength of the electron. Electrons must then be fully
treated as full-fledged quantum mechanical particles. Rather
than picturing them as tiny billiard balls, they must be
regarded as waves traveling across the device, reflecting off
boundaries and contacts, interfering with other waves.
The reduced size of these "nanostructures" also causes standard statistical methods to fail,
opening the field of "mesoscopic" physics. This realm is outside the scope of our pages, although Monte Carlo
techniques are used also in the study of single-electron devices,
and we refer to various Web-lists of hyperlinks to sites dealing with
nanoelectronics.
See also the pages by W. R. Frensley, University of Texas, Dallas,
describing
quantum transport,
the physics of heterostructures,
and the use of
Wigner functions in the simulation
of quantum devices, the pages describing the quantum device simulator
NEMO,
those dealing with
quantum transport at the Delft Institute for MicroElectronics and Sub-micron technology (DIMES),
our own preliminary
attempt to use the Pauli Master
Equation to simulate electron transport in very small devices,
and the many
links
provided by S. Cannon at the University of Texas, Austin.
damoclesNO-SPAM@watson.ibm.com
(last updated: July 30, 1999)