Electromigration is the transport of material caused by the gradual movement
of the ions in a conductor due to the momentum transfer between conducting
electrons and diffusing metal atoms. The effect is important in applications
where high direct current densities are used, such as in microelectronics and
related structures. As the structure size in electronics such as integrated
circuits (ICs) decreases, the practical significance of this effect increases.

-----SEM image of a failure caused by electromigration in a copper interconnect.
The passivation has been removed by RIE and HF
History
The phenomenon of electromigration has been known for over 100 years, having
been discovered by the French scientist Gerardin. The topic first became of
practical interest in 1966 when the first integrated circuits became commercially
available. Research in this field was pioneered by a number of investigators
throughout the fledgling semiconductor industry. One of the most important
engineering studies was performed by Jim Black of Motorola, after whom Black's
equation is named. At the time, the metal interconnects in ICs were still about
10 micrometers wide. Currently interconnects are only hundreds to tens of nanometers
in width, making research in electromigration increasingly important.
Practical implications of electromigration
Electromigration decreases the reliability of ICs. In the worst case it leads
to the eventual loss of one or more connections and intermittent failure of
the entire circuit. Since the reliability of interconnects is not only of great
interest in the field of space travel and for military purposes but also with
civilian applications like for example the anti-lock braking system of cars,
high technological and economic values are attached to this effect.
Due to the relatively high life span of interconnects and the short product
lifecycle of most consumer ICs, it is not practical to characterize a product's
electromigration under real operating conditions. A mathematical equation,
the Black's equation, is commonly used to predict the life span of interconnects
in integrated circuits tested under "stress", that is external heating
and increased current density, and the model's results can be extrapolated
to the device's expected life span under real conditions. Such testing is known
as high temperature operating life (HTOL) testing.
Although electromigration damage ultimately results in failure of the affected
IC, the first symptoms are intermittent glitches, and are quite challenging
to diagnose. As some interconnects fail before others, the circuit exhibits
seemingly random errors, which may be indistinguishable from other failure
mechanisms (such as electrostatic discharge damage). In a laboratory setting,
electromigration failure is readily imaged with an electron microscope, as
interconnect erosion leaves telltale visual markers on the metal layers of
the IC.
With increasing miniaturization the probability of failure due to electromigration
increases in VLSI and ULSI circuits because both the power density and the
current density increase. In advanced semiconductor manufacturing processes,
copper has replaced aluminum as the interconnect material of choice. Despite
its greater fragility in the fabrication process, copper is preferred for its
superior conductivity. It is also intrinsically less susceptible to electromigration.
However, electromigration (EM) continues to be an ever present challenge to
device fabrication, and therefore the EM research for copper interconnects
is ongoing (though a relatively new field). A reduction of the structure (scaling)
by a factor k increases the power density proportional to k and the current
density increases by k 2 whereby EM is clearly strengthened.
In modern consumer electronic devices, ICs rarely fail due to electromigration
effects.
This is because proper semiconductor design practices incorporate the effects
of electromigration into the IC's layout. Nearly all IC design houses use automated
EDA tools to check and correct electromigration problems at the transistor
layout-level. When operated within the manufacturer's specified temperature
and voltage range, a properly designed IC device is more likely to fail from
other (environmental) causes, such as cumulative damage from gamma-ray bombardment.
Nevertheless, there have been documented cases of product failures due to
electromigration. In the late 1980s, one line of Western Digital's desktop
drives suffered widespread, predictable failure 12-18 months after field usage.
Using forensic analysis of the returned bad units, engineers identified improper
design-rules in a third-party supplier's IC controller. By replacing the bad
component with that of a different supplier, WD was able to correct the flaw,
but not before significant damage to the company's reputation.
Electromigration can be a cause of degradation in some power semiconductor
devices such as low voltage power MOSFETs, in which the lateral current through
the source contact metallization (often aluminum) can reach the critical current
densities during overload conditions. The degradation of the aluminum layer
causes an increase in on state resistance, and can eventually lead to complete
failure.
Fundamentals
The material properties of the metal interconnects have a strong influence
on the life span. The characteristics are predominantly the composition of
the metal alloy and the dimensions of the conductor. The shape of the conductor,
the crystallographic orientation of the grains in the metal, procedures for
the layer deposition, heat treatment or annealing, characteristics of the passivation
and the interface to other materials also affect the durability of the interconnects.
There are also grave differences with time dependent current: direct current
or different alternating current forms cause different effects.
Forces on ions in an electrical field
Two forces affect ionized atoms in a conductor. The direct electrostatic force
Fe as a result from the electric field therefore having the same direction.
The force from the exchange of momentum with other charge carriers Fp showing
toward the flow of charge carriers. In metallic conductors Fp is caused by
a so-called "electron wind" or "Ion wind". The resulting
force Fres on an activated ion in the electrical field is

Electromigration occurs when some of the momentum of a moving electron is
transferred to a nearby activated ion. This causes the ion to move from its
original position. Over time this force knocks a significant number of atoms
far from their original positions. A break or gap can develop in the conducting
material, preventing the flow of electricity. In narrow interconnect conductors,
such as those linking transistors and other components in integrated circuits,
this is known as a void or internal failure open circuit.
Electromigration can also cause the atoms of a conductor to pile up and drift
toward other nearby conductors, creating an unintended electrical connection
known as a hillock failure or whisker failure (short circuit). Both of these
situations can lead to a malfunction of the circuit.
Failure mechanisms
Diffusion mechanisms
In a homogeneous crystalline structure, because of the uniform lattice structure
of the metal ions, there is hardly any momentum transfer between the conduction
electrons and the metal ions. However, this symmetry does not exist at the
grain boundaries and material interfaces, and so here momentum is transferred
much more vigorously. Since the metal ions in these regions are bonded more
weakly than in a regular crystal lattice, once the electron wind has reached
a certain strength, atoms become separated from the grain boundaries and are
transported in the direction of the current. This direction is also influenced
by the grain boundary itself, because atoms tend to move along grain boundaries.
Diffusion processes caused by electromigration can be divided into grain boundary
diffusion, bulk diffusion and surface diffusion. In general, grain boundary
diffusion is the major electromigration process in aluminum wires, whereas
surface diffusion is dominant in copper interconnects.
Thermal effects In an ideal conductor, where atoms are arranged in a perfect
lattice structure, the electrons moving through it would experience no collisions
and electromigration would not occur. In real conductors, defects in the lattice
structure and the random thermal vibration of the atoms about their positions
causes electrons to collide with the atoms and scatter, which is the source
of electrical resistance. Normally, the amount of momentum imparted by the
relatively low-mass electrons is not enough to permanently displace the atoms.
However, in high-power situations (such as with the increasing current draw
and decreasing wire sizes in modern VLSI microprocessors), if many electrons
bombard the atoms with enough force to become significant, this will accelerate
the process of electromigration by causing the atoms of the conductor to vibrate
further from their ideal lattice positions, increasing the amount of electron
scattering. High current density increases the number of electrons scattering
against the atoms of the conductor, and hence the speed at which those atoms
are displaced.
In integrated circuits, electromigration does not occur in semiconductors
directly, but in the metal interconnects deposited onto them.
Electromigration is exacerbated by high current densities and the Joule heating
of the conductor, and can lead to eventual failure of electrical components.
Localized increase of current density is known as current crowding.
Balance of atom concentration
A governing equation which describes the atom concentration evolution throughout
some interconnect segment, is the conventional mass balance (continuity) equation

... where is the atom concentration at the point with a coordinates
at the moment of time t, and J is the total atomic flux at this location.
The total atomic flux J is a combination of the fluxes caused by the different
atom migration forces. The major forces are induced by the electric current,
and by the gradients of temperature, mechanical stress and concentration. .
Define the fluxes mentioned above. . Here e is the electron charge, eZ is the
effective charge of the migrating atom, Omega the resistivity of the conductor
where atom migration takes place, is the local current density, k is Boltzmann's
constant, T is the absolute temperature. is the time and position dependent
atom diffusivity.
. We use Q the heat of thermal diffusion.
here Omega = 1 / N0 is the atomic volume and N0 is initial atomic concentration,
H = (δ11 + δ22 + δ33) / 3 is the hydrostatic stress and δ11,δ22,δ33 are the
components of principal stress. . Assuming a vacancy mechanism for atom diffusion
we can express D as a function of the hydrostatic stress where EA is the effective
activation energy of the thermal diffusion of metal atoms. The vacancy concentration
represents availability of empty lattice sites, which might be occupied by
a migrating atom.
Electromigration-aware design
Electromigration reliability of a wire (Black's equation)
At the end of the 1960s J. R. Black developed an empirical model to estimate
the MTTF (mean time to failure) of a wire, taking electromigration into consideration:

Here A is a constant based on the cross-sectional area of the interconnect,
J is the current density, Ea is the activation energy (e.g. 0.7 eV for grain
boundary diffusion in aluminum), k is the Boltzmann's constant, T is the temperature
and n a scaling factor (usually set to 2 according to Black). It is clear that
current density J and (less so) the temperature T are deciding factors in the
design process that affect electromigration.
The temperature of the conductor appears in the exponent, i.e. it strongly
affects the MTTF of the interconnect. For an interconnect to remain reliable
in rising temperatures, the maximum tolerable current density of the conductor
must necessarily decrease.
Wire material
The most common conductor used in integrated circuits is aluminum, due to
its good adherence to substrate, good conductivity, and formation of ohmic
contacts with silicon.
However, it soon appeared that pure aluminum is susceptible to electromigration.
Research shown adding 2-4% of copper to aluminum increases resistance to electromigration
about 50 times. The effect is attributed to grain boundary segregation of copper,
which greatly inhibits the diffusion of aluminum atoms across grain boundaries.
It is known that pure copper used for Cu-metallization is more electromigration-robust
than aluminum. Copper wires can withstand approximately five times more current
density than aluminum wires while assuming similar reliability requirements.
This is mainly due to the higher electromigration activation energy levels
of copper, caused by its superior electrical and thermal conductivity as well
as its higher melting point. Further improvements can be achieved by alloying
copper with about 1% palladium, which, similar to copper in aluminum, inhibits
diffusion of copper atoms along grain boundaries.
Bamboo structure and metal slotting
It is obvious that a wider wire results in smaller current density and, hence,
less likelihood of electromigration. Also, the metal grain size has influence;
the smaller grains, the more grain boundaries and the higher likelihood of
electromigration effects.
However, if you reduce wire width to below the average grain size of the wire
material, the resistance to electromigration increases, despite an increase
in current density. This apparent contradiction is caused by the position of
the grain boundaries, which in such narrow wires as in a bamboo structure lie
perpendicular to the width of the whole wire.
Because the grain boundaries in these so-called "bamboo structures" are
at right angles to the current, the boundary diffusion factor is excluded,
and material transport is correspondingly reduced.
However, the maximum wire width possible for a bamboo structure is usually
too narrow for signal lines of large-magnitude currents in analog circuits
or for power supply lines.
In these circumstances, slotted wires are often used, whereby rectangular
holes are carved in the wires. Here, the widths of the individual metal structures
in between the slots lie within the area of a bamboo structure, while the resulting
total width of all the metal structures meets power requirements.
Blech length
There is a lower limit for the length of the interconnect that will allow
electromigration to occur. It is known as "Blech length", and any
wire that has a length below this limit will not fail by electromigration.
Here, a mechanical stress buildup causes a reversed migration process which
reduces or even compensates the effective material flow towards the anode.
The Blech length must be considered when designing test structures for electromigration.
Via arrangements and corner bends
Particular attention must be paid to vias and contact holes, because generally
the ampacity of a (tungsten) via is less than that of a metal wire of the same
width. Hence multiple vias are often used, whereby the geometry of the via
array is very significant: Multiple vias must be organized such that the resulting
current is distributed as evenly as possible through all the vias.
Attention must also be paid to bends in interconnects. In particular, 90-degree
corner bends must be avoided, since the current density in such bends is significantly
higher than that in oblique angles (e.g., 135 degrees).
Electromigration in
Solder Joints
The typical current density at which electromigration occurs in Cu or Al interconnects
is 10^6 to 10^7 A/cm^2. For solder joints (SnPb or SnAgCu lead-free) used in
IC chips, however, electromigration occurs at much lower current densities,
e.g. 10^4 A/cm^2. It causes a net atom transport along the direction of electron
flow. The atoms pile up at the anode, voids are generated at the cathode and
back stress is induced during electromigration. The typical failure of a solder
joint due to electromigration will occur at the cathode side. Due to the current
crowding effect, voids form first at the corner of the solder joint. Then the
voids extend and cause a failed circuit. Electromigration also influences formation
of intermetallic compounds.
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