Sensing principles formulas
Sensing principles and signal conditioning. 18 formulas for GATE IN Sensors and Industrial Instrumentation, each with when to use it. Each is explained in the topic notes.
IAE Academy: Sensing principles and signal conditioning formulas (GATE IN)
All 18 Sensing principles formulas
NON-LINEARITY
Delta y_max is the largest deviation of the actual output from the reference straight line.
LOADED POTENTIOMETER
R_p is the total track resistance. Reduces to x for R_L infinite. The error is zero at both ends. For R_L much larger than R_p: as a fraction of the ideal reading the error is about (R_p/R_L)x(1-x), largest at x = 0.5; as a fraction of V_s (full scale) it is about (R_p/R_L)x^2(1-x), largest at x = 2/3, where it is about 0.148 R_p/R_L.
GAUGE FACTOR
nu is Poisson's ratio of the gauge material. 1 + 2nu is the dimensional effect; the last term is the piezoresistive effect. For metal foil gauges the resistivity term is small and G is about 2. Semiconductor gauges have G of order 100 or more, mainly from the piezoresistive term, but are more temperature-sensitive and less linear.
EQUAL-ARM BRIDGE, SMALL CHANGES
Valid for all arms initially R and ΔR much less than R; sign of V_o depends on which terminals are taken as output.
QUARTER-BRIDGE NON-LINEARITY
Equal-arm bridge with one active arm; the fractional error is about (ΔR/R)/2. Half and full bridges with equal and opposite changes, each pair in series across the supply, have no such error; axial-plus-transverse arrangements keep a small one.
THREE-OP-AMP INSTRUMENTATION AMPLIFIER
Input-stage resistors R_1 (two equal), gain resistor R_g, difference stage with matched R_2 at the inputs and R_3 as feedback and ground resistors. Gain is set by R_g alone when R_3/R_2 is fixed.
PARALLEL-PLATE CAPACITANCE
Fringing neglected. Sensing by varying plate gap d (output C is non-linear in d), overlap area A (linear in displacement), or dielectric (varying the effective ε_r).
DIFFERENTIAL VARIABLE-GAP CAPACITOR
Exactly linear in displacement x of the centre plate; needs a ratio-measuring circuit such as a bridge or ratiometric amplifier.
DIFFERENTIAL CAPACITOR IN A BRIDGE
C_1 and C_2 in series across the AC excitation V_s, the other half of the bridge two equal impedances, V_o measured across the detector diagonal by a high-impedance detector. The phase of V_o (0 or 180 degrees) shows the direction of x.
VARIABLE-RELUCTANCE INDUCTANCE
N turns, l_g the total air-gap length, A_g the gap area; valid when the core's reluctance is negligible beside the gap's. L is then proportional to 1/l_g, so a single-gap sensor is non-linear; a differential (push-pull) pair in a bridge improves linearity, as for the capacitor.
PIEZOELECTRIC VOLTAGE SENSITIVITY
t is the crystal thickness, p = F/A the applied stress; g in V·m/N. Follows from q = dF and C_p = ε_0 ε_r A/t, for an open-circuit crystal with no cable or amplifier load.
VOLTAGE-AMPLIFIER CONNECTION
Mid-band value, leakage neglected. Output changes if the cable is changed; this is the reason a charge amplifier is preferred.
IDEAL CHARGE AMPLIFIER
Op-amp with feedback capacitor C_f; independent of cable capacitance when the op-amp gain is high. Sign is inverting.
CHARGE AMPLIFIER WITH FINITE OP-AMP GAIN
A_ol is the op-amp's open-loop gain. When (1 + A_ol)C_f is much larger than C_t, V_o tends to −q/C_f, which is why the cable capacitance hardly matters.
CHARGE AMPLIFIER WITH FEEDBACK RESISTOR
R_f in parallel with C_f gives a high-pass response; at f_c the gain magnitude is 3 dB below its mid-band value 1/C_f. A steady (DC) force gives a charge that leaks away, so true static force cannot be measured.
INDUCED EMF
Faraday's law for a coil of N turns linking flux Φ; Blv for a conductor of length l moving at speed v, with B, l and v mutually perpendicular. Electromagnetic velocity pickups and flowmeters use this principle.
TOOTHED-WHEEL (VARIABLE-RELUCTANCE) TACHOMETER
A ferromagnetic wheel with T teeth turning at n rev/min past a magnetic pickup gives pulses at frequency f in Hz. The pulse amplitude also rises with speed, so the speed is read from the frequency.
HALL VOLTAGE
B perpendicular to the plate and to the current; n is carrier density, q the carrier charge magnitude, so this gives the magnitude of V_H. The sign of R_H follows the carrier sign (negative for electrons), which identifies the carrier type. V_H reverses sign when B (or I) is reversed. Semiconductors give a larger V_H than metals because n is much smaller.
Where this was asked: 2018 (2), 2020 (3), 2022 (1), 2023 (4), 2024 (2), 2025 (4), 2026 (3). See the 19 previous-year questions on Sensing principles. This shows what was asked, not what will be asked.