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October 9, 2014 8:1
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            JWST499-c06
                        JWST499-Cetinkunt
                                                                                        SENSORS  331  254mm×178mm
                                  Input                               Output
                                                     Sensor
                             Measured variable                         Voltage
                                temperature,                           current,
                                 pressure,                               • •
                                    •                                    •
                                    •                                    •
                                    •
                                    •
                                Input                       || •        Output


                                         Static            Dynamic filter

                             FIGURE 6.4: Input–output model of a sensor: steady-state (static) input and output
                             relationship plus the dynamic filtering effect.


                             repeatablity, and resolution. Resolution refers to the smallest change in the measured
                             variable that can be detected by the sensor. Accuracy refers to the difference between
                             the actual value and the measured value. Accuracy of a measurement can be determined
                             only if there is another way of more accurately measuring the variable so that the sensor
                             measurement can be compared with it. In other words, accuracy of a measurement can be
                             determined only if we know the true value of the variable or a more accurate measurement of
                             the variable. Repeatability refers to the average error in between consecutive measurements
                             of the same value. The same definitions apply to the accuracy of a control system as well.
                             In a measurement system, repeatability can be at best as good as the resolution. Resolution
                             (the smallest change the sensor can detect on the measured variable) is the property of the
                             sensor. Repeatability (the variation in the measurement of the same variable value among
                             different measurement samples) is the property of the sensor in a particular application
                             environment. Hence, the repeatability is determined both by the sensor and the way it is
                             integrated into a measurement application.
                                  Let us focus on the input–output behavior of a generic sensor as shown in Figure 6.4.
                             A sensor has a dynamic response bandwidth as well as steady-state (static) input–output
                             characteristic. The dynamic response of a sensor can be represented by its frequency
                             response or by its bandwidth specification. The bandwidth of the sensor determines the
                             maximum frequency of the physical signal that the sensor can measure. For accurate
                             dynamic signal measurements, the sensor bandwidth must be at least one order of magnitude
                             (x10) larger than the maximum frequency content of the measured variable.
                                  A sensor can be considered as a filter with a certain bandwidth and static input–output
                             characteristics. Let us focus on the static input–output relation of a generic sensor. An ideal
                             sensor would have a linear relationship between the sensed physical variable (input) and
                             the output signal. This linear relationship is a function of the transduction and amplification
                             stage. Typical non-ideal characteristics of a sensor include (Figure 6.5):
                                1. gain changes,
                                2. offset (bias or zero-shift) changes,
                                3. saturation,
                                4. hysteresis,
                                5. deadband,
                                6. drift in time.
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