Demystifying Piezoresistive Pressure Sensors
Abstract: Monocrystalline silicon pressure sensors have come into wide use in recent years. Though manufactured with semiconductor technology, they also operate on the resistive principle. The resistance change in a monocrystalline semiconductor (a piezoelectric effect) is substantially higher than that in standard strain gauges, whose resistance changes with geometrical changes in the structure. Conductivity in a doped semiconductor is influenced by a change (compression or stretching of the crystal grid) that can be produced by an extremely small mechanical deformation. Using a signal conditioning integrated circuit to temperature compensate and amplify the signal offers superior performance over discrete circuits.
A similar version of this article appeared in the July 1999 issue of Sensors magazine.
components that use new signal processing techniques for piezoresistive pressure sensors have enabled precise, automatic, and low-cost electronic compensation of the standard error parameters. The resulting simplification and convenience have opened a wide field of new applications, including the use of bridge sensors for properties other than pressure.
Because most control systems operate with electrical signals, pressure or force must be converted to current or voltage
before further processing or analysis. Capacitive and resistive signal transducers are commonly used for this purpose. Capacitive sensors detect pressure as a capacitance
associated with the distance between two (or more) diaphragms, which changes in response to a change in pressure. To provide useful output, this capacitance change is usually expressed as attenuation of an AC signal or as a frequency shift in a resonant circuit
In resistive sensors, pressure changes the resistance
by mechanically deforming the sensor, enabling the resistors in a bridge circuit, for example, to detect pressure as a proportional differential
voltage across the bridge. Conventional resistive pressure measurement devices include film resistors, strain gauges, metal alloys, and polycrystalline semiconductors.
Monocrystalline silicon pressure sensors have come into wide use in recent years. Though manufactured with semiconductor technology, they also operate on the resistive principle. The resistance change in a monocrystalline semiconductor (a piezoelectric effect) is substantially higher than that in standard strain gauges, whose resistance changes with geometrical changes in the structure. Conductivity in a doped semiconductor is influenced by a change (compression or stretching of the crystal grid) that can be produced by an extremely small mechanical deformation. As a result, the sensitivity of monocrystalline sensors is higher than that of most other types. Specific advantages are:
- High sensitivity, > 10mV/V
- Good linearity at constant temperature
- Ability to track pressure changes without signal hysteresis, up to the destructive limit
- Strong nonlinear dependence of the full-scale signal on temperature (up to 1%/kelvin)
- Large initial offset (up to 100% of full scale or more)
- Strong drift of offset with temperature
Within limits, these disadvantages can be compensated with electronic circuitry.
Manufacturing Piezoresistive Pressure Sensors
For optimal application of these sensors, the user needs to understand their structure, their properties, and how they are made. Monocrystalline silicon in a wafer format provides very high mechanical strength and elastic behavior up to the point of mechanical breakdown, yielding sensors that exhibit only minor response to mechanical aging and hysteresis.
Anisotropically etching the back of a silicon wafer to create round (or square) holes that stop just short of the front surface produces silicon diaphragms with areas up to 7mm × 7mm, and thicknesses measuring 5-50 microns, ±1 micron (see Photo 1). The size and thickness of the finished diaphragm depend on the pressure range desired.
Photo 1. Anisotropic etching achieves extreme precision in fabricating mechanical structures such as the pressure sensor diaphragm shown here in cross section.
Deformation by applied pressure causes high levels of mechanical tension at the edges of the diaphragm. Semiconductor resistors on the front side transduce this tension into resistance changes by means of the piezoresistive effect. Positioning the resistors in this area of highest tension increases sensitivity but at the same time introduces problems. Misregistration of resistors relative to the diaphragm, for example, creates large asymmetries in the resistor bridge that contribute to temperature-dependent errors and nonlinearity in the transfer
curve. Even the extreme positioning accuracy of microtechnology reaches its limit in this manufacturing operation.
Because ion implantation replaces only one of every million silicon atoms with a dopant atom, it integrates the resistors monolithically without altering the material's mechanical properties. In contrast to sensors with glued-on resistor stripes, the semiconductor sensor exhibits no mechanical defects from overload or aging.
Via aluminum conductors, the semiconductor resistors are joined together in a bridge configuration and attached to the bond pads for circuit interconnection. The resistors are placed on the diaphragm such that two experience mechanical tension in parallel
and the other two are perpendicular to the direction of current flow. Thus, the two pairs exhibit resistance changes opposite to each other. These pairs are located diagonally in the bridge such that applied pressure produces a bridge imbalance (see Photo 2
Photo 2. In this silicon pressure sensor, the piezoresistors are joined in a bridge configuration and attached to the bond pads for circuit interconnection. The two pairs are placed diagonally in the bridge such that applied pressure produces a bridge imbalance.
At one assembly stage, a wafer of ICs is bonded anodically to a wafer of Pyrex glass. (Anodic bonding is a pressure weld in which the two surfaces are pressed together while high current passes through the area of contact.) The bond creates a solid interconnection between the wafers in which mechanical tensions are absent. Because Pyrex and silicon have virtually the same thermal extension coefficients, this connection also avoids thermal tensions. Single chips are then cut from the compound wafer, bonded into a conventional package (often a metal can), and wire-bonded to the package electrical connectors (see Photo 3).
Photo 3. After anodic bonding to a Pyrex glass wafer, the individual chips are cut out of the wafer, bonded into a package such as the metal can shown here, and wire-bonded to the electrical connectors. Because Pyrex and silicon have virtually identical thermal extension coefficients, thermal tensions are eliminated by the bonding step.
The method of assembly has a substantial effect on the sensor's characteristic performance. These silicon sensors convert mechanical tension to an electrical signal and cannot distinguish between tensions due to the signal (pressure) and those caused by thermal changes or other effects. The sensor data therefore tend to have a thermal dependency. On the other hand, the fabrication techniques guarantee high precision and large volume at low cost and also allow the integration of compensation resistors and other sensors (temperature types, for instance) on the same piece of silicon.
Pressure sensors are characterized by parameters that depend on the target application. Comparisons are difficult because manufacturers are currently using different terminologies for the same sensor performance parameters. The user should therefore consider the condition of supply voltage and current corresponding to a particular data specification. The most relevant parameters are:
- α = Temperature coefficient of resistance
- Pnom = Nominal pressure range; the pressure range (in bars) for which the sensor complies with given data
- Pmax = Maximum pressure range; the maximum pressure the sensor can withstand without damage
- RB = Overall bridge resistance; the bridge resistance between the supply terminals, which changes with temperature
- αB = Temperature coefficient of bridge resistance; the change in bridge resistance as a function of temperature, in kelvin; useful to the signal-processing circuitry in measuring the sensor temperature
- VOS = Offset; the differential bridge voltage (in millivolts) at constant supply voltage, no pressure applied, and at the reference temperature
- αVOS = Temperature coefficient of offset; the change in offset as a function of the deviation from reference temperature, in millivolts/kelvin; assumes a linear relationship between the temperature and the offset change, which is true only for a limited range
- S = Sensitivity; describes the relationship between the sensor's rate of output change and the applied pressure at the reference temperature; often measured at the full-scale output (FSO)
- αS = Temperature coefficient of sensitivity; the change in sensitivity with temperature
- Linearity = The sensor's voltage/pressure relationship, expressed in terms of offset voltage and sensitivity, is not quite linear; deviations are <1%, but for precision applications they must be considered
Long-term stability values for the sensor's sensitivity and hysteresis are below 0.1%, and can therefore be disregarded in most applications. For an uncompensated sensor, the relationship for differential output voltage, VDIFF, vs. pressure, P, and temperature, T, is:
VDIFF = VOS + TαVOS + P(S + TαS) (1)
Table 1 gives typical performance data for a series of pressure sensors developed at the Institute for Microelectronics and Information Technology in Germany. Though the diaphram thickness is a constant 15 microns, the devices offer a variation in diaphragm size that provides four different ranges of nominal pressure.
|Table 1. Characteristic Data of Pressure Sensors Manufactured at the IMIT
|Nominal Pressure Range
||3 × 3 × 1
||2.2 × 2.2 × 1
||2 × 2
||1.5 × 1.5
||1.1 × 1.1
||0.8 × 0.8
* at Bridge Current IB
Pressure Sensor Signal Conditioning
As noted earlier, piezoresistive pressure sensors are usable only after corrections have been made for offset and for other effects induced by their sensitivity to temperature variations and by the manufacturing process. Linearity compensation also increases precision, but is not necessary for most applications. For medium-accuracy sensors, a resistor network can compensate for offset, offset drift, and FSO drift (see Figure 1
). A low-resistance divider at the bottom of the bridge adjusts for initial offset. The bridge resistors, however, have a positive temperature coefficient
that causes the bridge voltage to rise with temperature.
Figure 1. Interaction of the three compensation mechanisms in a conventional resistive compensation circuit (Rts for sensitivity drift, Rtz for offset drift, and zero-trim resistors) makes it quite difficult to compensate the overall temperature drift.
To correct this problem, a resistor, Rts, stabilizes the sensitivity by shunting an increasing amount of excitation current as temperature rises (and with it the bridge voltage, due to increasing bridge resistance). Sensitivity itself has a negative temperature coefficient, so the drift effects work against each other to some extent. In a similar way, another resistor, Rtz, works against the change of offset with temperature. These compensation correctives interact with each other, necessitating a calibration scheme that is somewhat cumbersome, of limited accuracy, and virtually impossible to implement as electronic compensation.
A Different Approach to Compensation
A new family of ICs for conditioning sensor signals (MAX1450, MAX1478, and MAX1457, in order of increasing complexity) takes a different approach to compensation. By decoupling the compensation of offset and sensitivity, these devices allow automatic, high-precision compensation. The recommended combination (a hybrid that includes the sensor chip and a signal-conditioning chip) results in a measurement module that is precise, compact, and interchangeable. It also greatly simplifies the maintenance of field instruments.
The MAX1457, for example, provides electronic compensation of second order linearity errors and higher order temperature effects. Its accuracy is ±0.1% over the operating temperature range. The MAX1478 enables electronic compensation of first-order temperature effects and achieves accuracies better than ±1%. The MAX1450, also accurate to ±1%, targets high-volume applications that require laser trimming. The following discussion explains the basic structure of these devices.
Integrated Compensation Circuitry
In a typical application circuit (see Figure 2
), the signal conditioning IC integrates two main functional blocks: a controlled current source for driving the sensor, and a programmable-gain amplifier
). The numerous external resistors and voltage dividers are commonly realized with hybrid technology and adjusted with laser trimming.
Figure 2. Laser-trimmed resistor dividers in the MAX1450 signal conditioner provide better than 1% compensation full scale over temperature.
The circuit's initial sensitivity (FSO) is adjusted at the FSOTRIM pin (see Figure 3), and the temperature drift is adjusted by feeding back the sensor's drive voltage (from the BDRIVE pin) to the ISRC pin. Compensation of offset and offset drift is accomplished at the PGA and decoupled from the sensitivity compensation. The PGA itself is implemented in switched-capacitor technology and is virtually free of offset. The key function, however, is the controlled current source, which implements a unique algorithm for compensating the sensitivity drift.
The current mirror in Figure 3 adjusts the bridge current according to the voltage applied at FSOTRIM.
Figure 3. A controlled current source for bridge drive is the core architectural structure for achieving precision better than ±1%.
Algebraic manipulation allows a derivation of the following relationship between the bridge drive voltage (VBDRIVE) and the bridge resistance (RB):
VBDRIVE is proportional to
a × VFSOTRIM × (1/RISRC + 1/RSTC)RB/(1 + aRB/RSTC) (2)
where a = mirror factor of the current source.
The bridge resistance, RB, and sensitivity, S, are both approximately proportional to temperature:
RB(T) = RB(T = 0)(1 + αBT) (3)
VDIFF(P,VBDRIVET) = f(P)VBDRIVE × (1 + αST) (4)
where αB = temperature coefficient of bridge resistance and αS = temperature coefficient of bridge sensitivity.
VBDRIVE at this point can be considered a free parameter. The expression (T = 0) in Equation (3) represents a selectable reference point such as 0°C.
The following approximations assume that this reference point is inside the sensor's operating range. VDIFF is the sensor's differential voltage between the INP and INM pins, and f(P) gives the sensor's transfer function and linearity, which will be addressed further on. Sensor offset, which is corrected only after the sensitivity is stabilized, is not considered at this point.
VDIFF(P,T) is proportional to P[1 + T × (αB - αS) - (αB - αST²)] × VFSOTRIM(1/RISRC + 1/RSTC) × RB0 / [1 + a (1 + αBT) (RB0/RSTC)] (5)
Neglecting the higher-order terms that include T², the remaining proportionality is:
VDIFF(P,T) is proportional to [1 + T(αB - αS)] / [1 + a(1 + αBT) × (RB0 /RSTC)] (6)
With appropriate adjustment of the RSTC resistor, the sensor's differential voltage can be made independent of temperature changes.
Next, the offset and offset drift must be corrected. Static offset is easily compensated by adding a correction voltage at the PGA input. Offset drift correction is more difficult. As noted above, offset can be approximated as a linear function of temperature and the bridge voltage VBDRIVE (an empirical observation from sensor technology):
VOS(T) = (VBDRIVE)(VOS) (1 + αVOST) (7)
VOS = offset value at T = 0 relative to the bridge voltage,
αVOS = temperature coefficient of the offset, which may be positive or negative
VBDRIVE is no longer a free parameter, but instead is determined by the bridge drive circuitry. Sensitivity has been stabilized by choosing the appropriate value for RSTC, and a rearrangement of Equation (4) shows that VBDRIVE is now approximately proportional to temperature:
VBDRIVE = VDIFF(P,T) / [f(P)(1 - αST)] (8a)
VBDRIVE(T) = VDIFF(P) / [f(P)(1 - αST)] (8b)
Using the Taylor expansion [1/(1 - x)] = 1 + x + ..., we obtain:
VBDRIVE(T)= [VDIFF(P) / f(P)] × (1 + αST +...) (9)
S = sensitivity
S = VDIFF(P) / f(P) (10)
Substituting the VBDRIVE(T) expression from Equation (9) into Equation (7) yields the new offset:
VOS(T) is proportional to S(1 + αST)VOS × (1 + αVOST) (11a)
VOS(T) is proportional to S(VOS) × [1 + T(αVOS + αS) + αVOS × αST²] (11b)
Dropping the small term [(αVOS) × (αST²)] (again) still leaves a temperature-proportional factor in the expression for offset. Because VBDRIVE is also proportional to temperature, after correcting the initial offset you can compensate the temperature drift of offset by adding (or subtracting, depending on the sign of the offset temperature coefficient) a fraction of VBDRIVE to the PGA output (VOUT).
The result is a fully compensated pressure measurement circuit with a two-step approach: The sensor conditioning circuit's input stage (the controlled current source) adjusts to the individual sensor sensitivity as well as the temperature drift of sensitivity, yielding a temperature-independent differential pressure signal plus a bridge-drive voltage that is a linear function of temperature. The second stage eliminates offset errors and the offset temperature drift. This sequence prevents the offset compensation circuitry from adversely affecting the earlier compensation of sensitivity. It requires no repetition, and achieves much better overall precision than does the conventional approach. Figure 4 illustrates the characteristic curves of a sensor before and after compensation.
Figure 4. An actual example of uncompensated sensor error demonstrates the difficulty involved in achieving accuracy better than ±0.1% or even ±1% (a). Small errors remain after compensating the signal transducer (b).
Any nonlinearity in the transfer curve of voltage vs. pressure has yet to be taken care of. Such nonlinearity usually resembles a bathtub curve over the measurement range (FSO), and its maximum is typically <1% of the range. MAX145X and 1478 devices allow the user to compensate for this nonlinearity by feeding a fraction of the PGA output (VOUT) back to the current source control pin (ISRC). This feedback loop has the following transfer function:
VOUT/VDIFF is proportional to P / (1 - XP) (12)
where X = feedback ratio determined by resistor RLIN in Figure 2
The resulting compensation is proportional to the amount of feedback (see Figure 5). Because temperature compensation for the MAX1450 is rather coarse, this linearity correction may not be appropriate for all applications. Although the switched capacitor PGA operates in a time-discrete, amplitude-continuous mode, MAX145X and 1478 devices can process pressure changes up to 1kHz, an unusual capability considering the realizable accuracy of compensation.
Figure 5. Changing the feedback value (RLIN) adjusts the linearity error to the user's specification.
Integrating the Compensation Parameters
Circuitry in the MAX1478 replaces numerous external resistive-divider networks by substituting a multiplying D/A converter
for each. The resulting IC is a complete signal processor that requires few external components. Its internal D/A converters feature a Σ - Δ architecture, making them very temperature stable. In operation, the necessary compensation coefficients are first written to the internal EEPROM
via the serial-data interface. Initial adjustment over temperature, otherwise a time-consuming task, can be implemented on a fully automated, computer-driven measurement and compensation setup.
Compensation circuitry in the MAX1450 and MAX1478 neglects second order temperature effects and incorporates several approximations, while achieving accuracies better than ±1%. For applications that require greater precision, the MAX1457 offers a structure that is similar but provides finer compensation for temperature effects.
The MAX1457 sensor measures the sensor temperature as a function of the sensor's excitation voltage by using an A/D converter
. It compensates the first order temperature effects as before, through the voltage-regulation loop. It also stores in an external EEPROM the compensation parameters for sensitivity, sensitivity drift, offset, and offset drift at each of 120 temperature points. This compensation scheme, supported by internal 16-bit D/A converters that require external buffer capacitors for noise reduction, corrects the sensor output for higher order temperature effects. Accuracy is sufficiently high (±0.1%) to justify transfer curve linearization as an additional form of compensation. Because the effect of temperature on this nonlinearity is assumed to be negligible, the chip stores only a single coefficient for linearization (vs. 120 for temperature).
The MAX1457 is programmed and read via an internal serial interface
. It includes an uncommitted op amp
that may be used to increase the signal gain or control a 4-20mA current loop. The resistors for control of the internal current source are external components because using internal resistors would exhibit too much temperature drift.
The above ICs are targeted at applications that require a fast analog
signal path to cope with quickly changing inputs, but slower inputs invite a consideration of solutions that feature mostly digital processing. The forthcoming MAX1460 includes a Σ - Δ A/D converter buffered by a PGA, a dedicated RISC
processor with sensor-specific ROM code, an EEPROM for coefficient storage, and a D/A converter for analog output. It will enable a new range of applications, including sensor outputs that are strongly nonlinear and wide ranging.
||Low-Cost, 1%-Accurate Signal Conditioner for Piezoresistive Sensors
||Low-Cost Precision Sensor Signal Conditioner
||0.1% Accurate Signal Conditioner for Piezoresistive Sensor Compensation
||Low-Power, Two-Channel Sensor Signal Processor
||1%-Accurate, Digitally Trimmed, Rail-to-Rail Sensor Signal Conditioner
APP 871: Jul 17, 2002
APPLICATION NOTE 871,