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Tuesday, December 7, 2021

Measurement noise and signal processing

5.5.4 Signal linearization

Several types of transducer used in measuring instruments have an output that is a non-linear function of the measured quantity input. In many cases, this non-linear signal can be converted to a linear one by special operational amplifier configurations that have an equal and opposite non-linear relationship between the amplifier input and output terminals. For example, light intensity transducers typically have an exponential relationship between the output signal and the input light intensity, i.e.:

                                                       V0 = Ke-αQ                                   (5.5)

where Q is the light intensity, V0 is the voltage level of the output signal, and K and α are constants. If a diode is placed in the feedback path between the input and output terminals of the amplifier as shown in Figure 5.13, the relationship between the amplifier output voltage V0 and input voltage V1 is given by:

                                                       V0 = C loge (V1)                           (5.6)

If the output of the light transducer with characteristic given by equation (5.5) is conditioned by an amplifier of characteristic given by equation (5.6), the voltage level



of the processed signal is given by:

                                                      V0 = C loge (K) – αCQ                      (5.7)

Expression (5.7) shows that the output signal now varies linearly with light intensity Q but with an offset of C loge (K). This offset would normally be removed by further signal conditioning, as described below.

5.5.5 Bias (zero drift) removal

Sometimes, either because of the nature of the measurement transducer itself, or as a result of other signal conditioning operations, a bias (zero drift) exists in the output signal. This can be expressed mathematically for a physical quantity x and measurement signal y as:

                                                      y = Kx + C                                 (5.8)

where C represents a bias in the output signal that needs to be removed by signal processing. The bias removal circuit shown in Figure 5.14 is a differential amplifier in which a potentiometer is used to produce a variable voltage Vp equal to the bias on the input voltage Vi. The differential amplification action thus removes the bias. Referring to the circuit, for R1 = R2 and R3 = R4, the output V0 is given by:

                                                 V0 = (R3/R1) (Vp – Vi)                      (5.9)

where Vi is the unprocessed signal y equal to (Kx + C) and Vp is the output voltage from a potentiometer supplied by a known reference voltage Vref, that is set such that Vp = C. Now, substituting these values for Vi and Vp into equation (5.9) and referring the quantities back into equation (5.8) gives:

                                                                y = K’ x                             (5.10)

where the new constant K’ is related to K according to K’ = - K (R3/R1). It is clear that a straight line relationship now exists between the measurement signal y and the measured quantity x. Thus, the unwanted bias has been removed.


 

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