Signal conditioning

Purposes of signal conditioning:

1. protection - voltage limiting, current limiting, fuses, polarity protection, isolation

2. right type of signal - convert from ac to dc, convert to voltage or current (as in using a Wheatstone bridge to convert a resistance change into a voltage change) analog to digital, digital to analog

3. right level of signal - amplification

4. reduced noise - filters

5. manipulation - compensation for non-linearities

Amplifiers for signal conditioning

various voltage amplifiers

Inverting amplifier


           +-----R2----+
           |           |
o-----R1---+--|-       |
              |    >---+-----o
Vin        +--|+          Vout      Vout/Vin = -R2/R1
           |
o----------+-------+---------o
                   Gr

Noninverting amplifier


           +-----R2----+
           |           |
           +--|-       |
           |  |    >---+-----o
o----------|--|+          Vout      Vout/Vin = 1 + R2/R1
           |
Vin        R1
           |
o----------+-------+---------o
                   Gr

Voltage follower


           +-----------+
           |           |
           +--|-       |
              |    >---+-----o
o-------------|+          Vout
	    
Vin          
	    
o------------------+---------o
                   Gr

Summing amplifier


o--Ra--+   +-----R-----+
       |   |           |
o--Rb--+---+--|-       |
       |      |    >---+-----o
o--Rc--+   +--|+          Vout      Vout=-((R/Ra)Va+(R/Rb)Vb+(R/Rc)Vc)
           |
Vin        |
           |
o----------+-------+---------o
                   Gr

Includes integrating, differentiating amplifiers


Integrating amplifier


           +-----C-----+
           |           |
o----R-----+--|-       |
              |    >---+-----o                                        t2
           +--|+          Vout      Vout(t2)-Vout(t1)=-(1/(RC))integral Vin dt
           |                                                          t1
Vin        |
           |
o----------+-------+---------o
                   Gr

A differentiating amplifier can be made by interchanging  R and C.

Differential amplifier


           +-----R2----+
V1         |           |
o----R1----+--|-       |
              |    >---+-----o
o----R1----+--|+          Vout      Vout = (R2/R1)(V2 - V1)
V2         |
           R2
           |
o----------+-------+---------o
                   Gr

Above amp is especially useful with thermocouples: V1-  --+---  -V2
                                                      \/  Gr  \/
                                                     hot     cold

Logarithmic amplifier

logarithmic amplifier



           +----->|----+
           |           |
o----R1----+--|-       |            If a sensor input t is exponential,
              |    >---+-----o      i.e., Vin = Ae^(at), then
           +--|+          Vout      Vout=K ln(Vin)=K ln(Ae^(at))=K lnA + Kat
           |
Vin        |                        So Vout is a linear function of t
           |                        (because V = C ln(I) for a diode)
o----------+-------+---------o      
                   Gr              

Comparator


           
V1
o-------------|-       
              |    >---------o
o-------------|+          Vout      Amplifier saturates
V2    
	    
o------------------+---------o
                   Gr

Example: temperature switch

           
                             V+
                             |
   +-------+-----------------+
   |       |                 |
R1 |       R               relay
thermistor |                 |
   |       +--|-           |/
   |       |  |    >---R3--|        This circuit uses a Wheatstone bridge
   +-------|--|+           |v
   R2      R                 |
   |       |                 Gr
   +---+---+
       Gr

Amplifier error

Many op amps have two pins called "offset null".  A 10K pot can be connected
across these pins with the slider connected to a negative voltage (for
741 type op amps) to adjust the output voltage when there is no input.

Protection
- - - - - 

Zener diode

zener diode


  o---R----+----o
           |
         |___
           ^ |
          ---
           +
           |
  o--------+----o

Optoisolator

a package of LED and phototransistor


Low-pass active filter

active filter near bottom of page

See also "various voltage amplifiers" above



           +-----R-----+
           |           |
           +-----C-----+
           |           |
o----R1----+--|-       |
              |    >---+-----o
           +--|+          Vout      
           |
Vin        |                           time constant = RC
           |
o----------+-------+---------o
                   Gr

Wheatstone bridge

Wheatstone bridge (historical Wheatstone bridges)


        Vs
        |
  +-----+-----+
  |           |
  R1          R3
  |           |    Usually drawn as a diamond.
  +--o Vo  o--+    When Vo=0, (R1/R2) = (R3/R4).
  |           |
  R2          R4   Approximately, delta Vo = Vs (delta R1 / (R1+R2))
  |           |
  +-----+-----+
        |
        Gr

Digital Signals
- - - - - - - -

Analog to digital conversion

analog signal->sample and hold->analog-to-digital converter-> digital output

quantization levels - levels of analog signal corresponding to digital outputs

quantization interval - difference between two successive quantization levels
  usually a constant, but can vary with levels in audio processors

quantization error - error between actual analog signal level and the level
  indicated by digital output

Sampling theorem

more than you want to know about the sampling theorem a downloadable simulator for demonstrating the theorem

Called Nyquist criterion or Shannon's sampling theorem.

Sampling rate must be at least twice the highest frequency in the analog signal.

When higher frequencies are sampled, output appears to have sampled a lower frequency. This is called aliasing. An anti-aliasing (low pass) filter should be used on signal before input.

how aliasing happens

Digital to analog converter

digital to analog converter

Weighted resistor network


Vref
|
+--S--R----+   +-----R'----+        The Ss are electronic switches
|          |   |           |        corresponding to digital bits
+--S--R/2--+---+--|-       |
|          |      |    >---+-----o
+--S--R/4--+   +--|+          Vout      
               |
               Gr

Must have accurate resistance values over a wide range, hence seldom
used for more than 4-bit conversions.

  R-2R ladder network


Vref----+--R--+--R--+--R--+--2R--+
        |     |     |     |      |
        2R    2R    2R    2R     |
        |     |     |     |      Gr
        S     S     S     S
       | |   | |   | |   | |
    +--|-+---|-+---|-+---|-+  +-----2R----+
    |  |     |     |     |    |           |
    |  +-----+-----+-----+ ---+--|-       |
    Gr                           |    >---+-----o
                              +--|+          Vout      
                              |
                              Gr

Only needs two accurate resistor values.

Analog to digital converters

A-to-D converters downloadable simulation of A-to-D conversion


  by successive approximations

Analog input  comparator     clock
          o--|                 |
             |    >-----------gate-------binary register
          +--|                              |  |  |
          |         ------------------------+  |  |
          +------DAC------------------------|--+  |
                    ------------------------|--|--+  etc.
                                            |  |  |
                                            o  o  o  digital output

  Faster conversion is obtained by changing the most significant bit
  first, etc. so that DAC output is <= analog input.

  by ramping



Analog input  comparator     clock
          o--|                 |
             |    >-----------gate-------binary register(counter)
          +--|                 |            |  |  |
          |                    |            |  |  |
          +------ramp----------+            |  |  |
              generator                     |  |  |
                                            o  o  o  digital output

There is also a dual ramp converter, but it is very slow. Voltage to be
measured drives an integrating amp for a fixed amount of time, then amp's
output voltage is brought back to zero by driving it with a negative
reference voltage.  The voltage being measured is proportional to the
time it takes to discharge the capacitor in the amp.  Fairly insensitive
to noise in signal being measured.

  by flash conversion

  For an n-bit converter, 2^n - 1 comparators are used, one for
  each quantization level above 0.  A resistor ladder is to provide
  the reference voltages for comparison:
    Vref-R-+-R-+-R-+-R-+-etc.
           |   |   |   |

Sample and hold amplifier

sample and hold



           +-----------+
           |           |
 control   +--|-       |
     :        |    >---+-----o
o----S-----+--|+          Vout    
           |
Vin        C
           |
           Gr

The switch S is a special device called an FET switch.

  control voltage
         |
         |___           When control voltage is high, resistance is low.
        ------          When control voltage is 0, resistance is very high.
o________|  |_____o

These notes are based in part on W. Bolton, Mechatronics: Electronic Control Systems in Mechanical and Electrical Engineering, Second edition, Addison Wesley Longman, 1999.