In an operational-amplifier negative feedback loop, an operational amplifier has large open-loop gain , with . Feeding a fraction back to the inverting input opposes an output increase. For a non-inverting signal input,
Its sensitivity to open-loop gain changes is reduced by . Thus resistor ratios can set a reproducible gain despite device variation; feedback also suppresses internal distortion and reduces output impedance. Gain is traded for usable bandwidth, subject to the amplifier's frequency response.
For the non-inverting connection, place between output and inverting input and between that input and ground. Then , giving gain . For an inverting connection, ground the non-inverting input, inject the signal through and return from output to the inverting node. Small differential input and negligible input current then give gain . The near-zero node is a virtual ground, not a physical ground connection.
The feedback must remain stable at the frequencies where loop gain matters. Extra phase lag can turn the intended opposition into oscillation; adequate phase margin, supply headroom, input common-mode range, output-current capability and slew rate are required. Feedback neither prevents clipping nor removes all input noise.[ref]
negative feedback and the ideal operational amplifier's virtual short hold the inverting node at zero potential, with no current entering either input. The parallel feedback resistor and capacitor have electrical impedance
Kirchhoff's current law at the inverting node gives . For the component values read from the circuit,
This inverting low-pass amplifier has a DC gain magnitude of 1000 and cutoff frequency Hz. At the corner, . Above it the gain approaches , with in Hz: a slope of on logarithmic axes, or dB per decade on a Bode plot. At Hz the magnitudes are approximately . These are voltage ratios, not decibels.
Figure 1.
Calculated magnitude response of the inverting low-pass amplifier
. Details.
shot noise arises from fluctuations in discrete transfer events. For equal charges arriving independently with a constant Poisson rate , the charge collected during is , with
Thus the relative counting uncertainty is . Longer integration improves the precision of the mean current even when the microscopic arrivals remain irregular.
In the frequency range where independent arrivals can be treated as instantaneous pulses, the one-sided current power spectral density is
For an ideal unit-gain rectangular bandwidth , this gives . boxcar averaging of Poisson shot noise over duration has effective noise bandwidth , reproducing the counting result . The two-sided spectral convention instead assigns to each sign of frequency. Stating that convention prevents a factor-of-two error.
A photodiode illuminated at a stable rate provides a useful measurement: subtract the mean current, amplify its fluctuations through a calibrated linear filter, and compare the variance with the mean photocurrent. Independent detected photoelectrons predict a variance proportional to mean current. Measure the dark and amplifier backgrounds separately, check the filter's effective noise bandwidth and vary illumination to distinguish this term from classical intensity noise, whose variance can scale quadratically with mean current. The shot noise model concerns counting statistics, whereas thermal electrical noise can exist in an unbiased resistor. Walter Schottky's motivating analysis treated amplifier limits and independent electron transfers in thermionic discharge tubes.[ref]
The Poisson result is a model, not a universal consequence of charge quantization. Correlated arrivals, detector dead time, avalanche multiplication or a non-Poisson light source can change the fluctuations. Filtering reduces integrated noise at the cost of temporal resolution. Increasing the detected event rate reduces relative shot noise but raises its absolute variance; balanced photodetection cancels shared classical fluctuations, not the independent shot noise of two uncorrelated detectors.
Thermal agitation in a resistor produces Johnson-Nyquist noise, even without an applied mean current. In the classical low-frequency regime, its one-sided open-circuit voltage spectrum is and its equivalent short-circuit current spectrum is . In an Effective noise bandwidth ,
For a matched load, available thermal noise power is . A resistor and load at the same temperature exchange noise power without a net heat flow.
Cooling reduces the rms amplitude as if Electrical resistance and bandwidth remain fixed. A cryogenic bath or refrigerator, thermal anchoring and controlled heat input can maintain a steady low temperature. Radiation shields, an insulating vacuum, thermally anchored leads and limited measurement dissipation reduce heat leaks and self-heating. Temperature sensing and stable feedback control reduce slow temperature-induced drift; keeping temperature constant does not remove microscopic thermal fluctuations.
Figure 1.
At fixed resistance and bandwidth, thermal-noise power scales with temperature and rms amplitude with its square root
. Source. Details.
Bandwidth restriction, suitable impedance and a low-noise amplifier complement cooling. Warm leads, contacts and the amplifier can otherwise dominate the observed noise. At fixed mean current, shot noise is not generally reduced merely by cooling, and low-frequency excess noise need not follow the Johnson law. At frequencies with , quantum noise expressions replace the classical approximation.[ref]
Use an inverting operational amplifier. Ground the non-inverting input, connect the source to the inverting input through , and connect from the output back to that same input.
Figure 1.
An ideal inverting amplifier with 10 kilohm input resistance and 100 kilohm feedback resistance
. Details.
In linear operation the ideal operational amplifier draws no input electric current, and feedback holds the inverting input at the same electric potential as the grounded non-inverting input. This node is a virtual ground. Kirchhoff's current law there gives
The source supplies current , so its input impedance is . The required design is therefore
Only these two resistors and the single ideal operational amplifier are needed in the signal circuit; its power supplies are implicit. The result assumes an input small enough to keep the output within its linear operating range.
Electrical noise reduction starts by identifying what is unwanted in the measured signal and where it enters. Increasing gain amplifies both signal and input noise; it does not by itself improve the input signal-to-noise ratio. Separate intrinsic component fluctuations, amplifier noise and external pickup before choosing a remedy.
Physical sources. A resistor at temperature has classical one-sided open-circuit thermal electrical noise density per hertz. In a flat measurement bandwidth , its rms voltage is . Lowering an appropriate resistance, reducing temperature or narrowing the useful bandwidth can reduce this noise, with loading and signal-gain tradeoffs considered. These are power spectral densities; an amplitude spectral density is their square root.
Discrete independent charge transfers give shot noise, with one-sided current density in the simple Poisson process model. Reducing leakage or unwanted bias current can help, but reducing a photocurrent may also reduce the desired signal. Charge correlations can change the simple shot-noise law. At low frequency, flicker noise and drift often dominate and are not described by a white spectrum.
Amplifier and impedance choice. An operational amplifier has equivalent input voltage and current noise. In a simplified uncorrelated model, a resistive source contributes the input-referred voltage density
Here are the voltage and current amplitude spectral densities and is the source electrical impedance; feedback components add further terms in a full circuit. Low current noise matters particularly for a high-impedance source, while voltage noise can dominate for a low-impedance source. Minimize needless source impedance, leakage and long sensitive connections without sacrificing the required transduction gain or bandwidth. Bias-current offsets and thermal drift also require calibration; they are not removed simply by quoting a random-noise density.
Pickup and bandwidth. Shield sensitive circuits against electric-field coupling, minimize loop area to reduce changing magnetic-flux pickup, and use twisted signal/return pairs or suitable coaxial connections. Differential readout rejects common-mode interference when impedances and amplifier responses are adequately matched. Plan the signal returns to avoid unwanted circulating ground currents, and decouple supply rails locally so supply fluctuations do not enter the signal path. Mechanical vibration, cable motion and temperature changes may be converted into electrical noise as well.
A low-pass filter removes out-of-band noise before digitization; an anti-aliasing filter is needed because digital filtering cannot undo already aliased content. Avoid a narrower passband than the physical signal requires. For a known periodic signal, modulation and a lock-in amplifier select a narrow frequency interval, often moving the measurement above a strong flicker noise region. A notch can reject a narrow interference line if that does not remove essential signal information.
Independent noise contributions add in variance, not directly in rms amplitude. Averaging independent equal-variance readings reduces the standard error by , but slow correlated drift and systematic errors need separate controls. Good noise reduction preserves the information-bearing signal while reducing unwanted coupling, intrinsic fluctuations or the admitted noise bandwidth.
Use an unloaded RC low-pass filter: a series resistor between the source and the output node, with a capacitor from that node to ground, and measure the output across the capacitor. The components are ideal in this first-order model; “ideal” here does not mean a brick-wall frequency response.
The time constant is , hence
The capacitive electrical impedance gives the transfer function , so
On the magnitude Bode plot, . The gain approaches for , is at , and falls with slope per decade for . These results assume negligible source resistance beyond the specified and a sufficiently large load impedance.
Figure 1.
Unloaded RC low-pass circuit and its first-order Bode magnitude
. Details.
Johnson-Nyquist noise is equilibrium electrical fluctuation caused by thermal agitation of charge carriers. A resistor can generate a fluctuating terminal voltage even when its mean current is zero. In the classical frequency range , the fluctuation-dissipation theorem relates this noise to dissipative resistance. The one-sided voltage power spectral density of an unloaded resistor is
Equivalently its short-circuit current spectrum is . Over a flat bandwidth the rms voltage is . A real measurement instead integrates over positive frequency, with loading and the filter's effective noise bandwidth included. A flat spectrum does not imply an infinite physically measurable variance; the circuit and the quantum high-frequency regime limit the ideal white-noise model.
Cooling or narrowing the accepted bandwidth reduces thermal noise. Reducing resistance lowers its open-circuit voltage noise but raises its short-circuit current noise, so the appropriate choice depends on source impedance and amplifier loading. Thermal agitation is not a fluctuating externally applied voltage that can be removed by perfect shielding alone.
Shot noise arises from discrete transfer events. In the simplest shot noise counting model, equal charges arrive independently at constant rate . A gate of duration contains a Poisson number , with mean and variance . Therefore mean current is , and the averaged-current variance is . The corresponding one-sided low-frequency spectrum is
for a flat accepted bandwidth. Electron current has . Vacuum emission or photodetection can approximate independent arrivals; correlations in a conductor can suppress or enhance the fluctuations. Discreteness by itself does not guarantee Poisson statistics.
For a fixed mean current the ideal shot-noise formula is not proportional to temperature, whereas Johnson noise is. Increasing current raises absolute shot noise but lowers its fractional size, since . Both can appear approximately white within a useful frequency band, and independent noise powers add after referring them to a common measurement point. Their spectra must use the same convention: two-sided densities are half these one-sided values. A real low-current experiment can also contain amplifier noise, low-frequency drift and correlated transfer noise, so a mean current or resistance alone does not specify its complete noise budget.
The precise bandwidth depends on the output: this is the distinction between displacement and current bandwidths of a series RLC circuit. For current output, or voltage across the resistor, the electrical impedance gives
The half-power points satisfy . Their positive roots are
Changing capacitance shifts the centre without changing this absolute width. For the charge response in part (d), the exact half-height points instead obey
when both exist their separation only approaches at large quality factor. Therefore the printed capacitance-independence claim is exact for current or resistor-voltage output and an approximation for the preceding charge resonance.
For a narrow band-pass filter, use current or resistor-voltage output and make small, counting source, load and inductor losses in the total electrical resistance. Increase ; if a specified centre frequency is to remain fixed, adjust with to keep fixed. Capacitor-voltage output alone is not a band-pass response because it has a nonzero DC limit.
Ohm's law gives the mean electric current
For an estimate, assume the shot noise counting model: electron transfers are independent, so the number recorded in an interval has a Poisson distribution with expectation value and variance . One measurement has relative standard deviation . Averaging independent intervals reduces this to , so
about minutes in total.
This is a one-standard deviation, shot noise estimate. A resistance and mean voltage alone do not specify the actual current fluctuations: a real resistor also has Johnson-Nyquist noise, and electron-transfer correlations can change the shot noise. Its temperature, measurement bandwidth and noise model would be needed for an unconditional acquisition time.
Any direct-current component of the input produces an output ramp. The input offset voltage and input bias currents of a real operational amplifier therefore charge the feedback capacitor until the output saturates. Even the desired signal can exceed the available output swing when integrated for too long. Initial capacitor charge also introduces an unknown integration constant.
Place a large resistor in parallel with the feedback capacitor. The idealized transfer function then becomes
Its finite direct-current gain supplies a return path and bounds the response to a small offset; it approximates when . The chosen gain must still keep offsets within the output range. A reset switch across the capacitor can set the initial charge, while low-offset amplifiers, bias compensation and input offset adjustment reduce drift. Useful integration also requires frequencies below the amplifier's own response limit.
Temperature changes affect measurements through several routes. Thermal expansion changes lengths and alignments; temperature-dependent resistance and refractive index change electrical and optical calibrations; temperature differences between dissimilar junctions generate Seebeck effect voltages. These slow environmental changes are distinct from unavoidable equilibrium thermal fluctuations and Johnson-Nyquist noise. A useful strategy identifies the coupling to the measured signal before choosing a remedy.
Reduce environmental coupling by enclosing the apparatus against drafts, using thermal insulation and radiation shields, isolating heat sources, and minimizing dissipated power. A vacuum enclosure suppresses convection but leaves thermal conduction and thermal radiation paths to control. A large heat capacity reduces rapid temperature excursions. In a simple thermal model with heat capacity and thermal conductance to a reservoir, the relaxation time is , so adequate settling time is necessary after changing the apparatus. A temperature sensor close to the sensitive element and stable negative feedback heating or cooling can regulate its temperature; poorly placed sensors or excessive feedback gain can leave gradients or cause oscillations.
Electrical thermal noise has the classical low-frequency one-sided voltage power spectral density
for a resistor measured over a flat bandwidth without significant loading. More generally replace by the effective noise bandwidth. Lower temperature or narrower bandwidth reduces the noise, and resistance choices must account for source loading and the amplifier's own voltage and current noise. A lock-in amplifier uses modulation and narrowband detection to reject much low-frequency drift and out-of-band noise, while thermal noise inside the accepted band remains. Temperature stabilization does not remove equilibrium fluctuations.
Use a matched reference or differential bridge to reject common environmental changes. Keep junctions isothermal and choose matched materials to reduce thermoelectric offsets. For a resistance measurement, reversing a small test current separates a stable offset from the wanted voltage:
Reversal must be fast enough that the offset stays approximately fixed, with enough settling time and sufficiently little self-heating. Recording the sample temperature permits a measured calibration slope to correct a signal to a reference temperature; the correction's calibration and thermometer uncertainties must be propagated. Independent white noise fluctuations decrease under averaging, whereas correlated temperature drift may not decrease as the inverse square root of the number of readings. Temperature records and repeated reference measurements help distinguish the two.
Choose positive electric current in the initial discharge direction, since the source diagram does not label the initial plate polarity or a current arrow. Let be the charge remaining on the initially positive plate, so . Kirchhoff's voltage law for the series RLC circuit gives
The natural angular frequency, damping coefficient and quality factor are
Since (equivalently ), this is an underdamped RLC response. With , satisfying the initial conditions gives
and differentiating gives
The electric current starts at zero with . Its wave period is , its zeros occur every , and its positive and negative wave envelopes decay with time constant . The first maximum obeys and is at . The electric current tends to zero as the initial capacitor energy is dissipated in the resistor.
For the entropy balance of a thermostatted resistor, electrical work becomes heat . At fixed temperature the resistor has no net change of thermodynamic state; it exports this heat to its thermostat. Treating the electrical supply as a source of work,
Entropy is produced by Joule heating even though it does not accumulate in the resistor. Additional entropy production inside a nonideal power supply is outside the specified model.
For the series-fed parallel LC voltage response, use phasors with time dependence . The parallel branch has impedance , where . Therefore
At the ideal parallel resonance its input impedance diverges. The input-current phase changes sign on crossing this pole; expressions there are interpreted by limits.
The capacitor voltage equals the parallel-branch voltage. Define . Then
At low frequency ; at high frequency ; at resonance . Thus it is a band-pass voltage filter or resonant frequency selector. Its phase decreases continuously from through zero to . Half-power points satisfy and
Figure 1.
Voltage response of a parallel resonator
. Original transfer amplitude and phase for the stated series-fed parallel LC circuit. The example has R sqrt(C/L)=1; resonance and both half-power points are marked, with asymptotic phases shown. Details.
For the supplied component values and , and . The element peak currents are
Inductor and capacitor currents are opposite phasors; their magnitudes subtract here rather than add. The resistor carries the input current, with
These results assume ideal components and sinusoidal steady state.
In sinusoidal steady state, complex impedance is the voltage phasor divided by the current phasor. Its modulus is the amplitude ratio and its argument is the voltage lead. With the convention, , so .
The PDF labels across , not across the complete driven network. If is the current through , then and , where
The resistor-referenced parallel-resonator response is
Writing ,
The maximum occurs at , where and the phase is zero. Below resonance the phase is positive, tending to ; above it the phase is negative, tending to . The amplitude tends to zero at both extremes: the inductor shorts the parallel network at low frequency, and the capacitor does so at high frequency. At resonance their reactive currents cancel, leaving only the resistor current.
Figure 1.
Resistor-referenced parallel-resonator amplitude and phase, normalized without choosing circuit component values
. Details.
If instead denotes the voltage across the complete circuit, its different transfer ratio is , with peak . This distinction follows directly from the printed voltage endpoints.
In series the same current passes through both resistors, while their voltage drops add: . In parallel the same voltage drives currents and , which add. Thus and .
Use phasors proportional to . Then and . The printed diagram places C in parallel with the series RL branch, so the input admittance is
Its nonzero zero-phase frequency exists for :
At zero frequency, and . At , , giving
For , , so current lags voltage. At very high frequency, , so current leads by . Zero phase need not coincide exactly with the minimum current magnitude in this lossy network.
The three measured limits determine the components in order:
For the changed resistance, the quoted is an ordinary frequency, so . Keeping L and C fixed gives
For sinusoidal steady state with convention , complex impedance is the voltage phasor divided by the current phasor. Its modulus is the amplitude ratio and its argument is the voltage-current phase difference. Since ,
The original circuit is a series RLC circuit with output across the inductor. Its transfer function is
For the original capacitance, the outputs are at and at , a ratio . The current resonance is , so the circuit favors the first transmitter.
The resistor voltage is in phase with the current; the inductor voltage leads it by and the capacitor voltage lags by . Large reactive voltages therefore nearly cancel in their phasor sum. A large inductor voltage is consistent with a small supply voltage: it is inductor voltage magnification, not power gain in a passive circuit.
Reducing the capacitance raises to , between the two transmitters. Direct evaluation gives and , respectively. Their similar detunings give approximately equal amplitudes; they are not exactly equal, partly because the numerator of also depends on frequency.
The two-tone output of a linear resonant circuit, for coherent monochromatic sources of equal input amplitude and arbitrary fixed input phases, is
With , this is approximately
Thus a rapid oscillation has a beat envelope repeating in magnitude at . The signed envelope cosine has frequency . Unequal amplitudes leave a small nonzero envelope minimum; independently drifting transmitter phases make the beating drift. No new frequency is generated by this ideal linear circuit.
Figure 1.
Original calculated inductor-voltage gains and illustrative two-tone output, including the circuit's frequency-dependent phase shifts
. Details.
Use phasors. The relation gives . The three branches form a parallel RLC circuit and share the source voltage. The source-current phasor and its real time dependence are
Consequently its amplitude is and its phase relative to the voltage is . At low frequency it is inductive and lags toward ; at high frequency it is capacitive and leads toward . The ideal amplitude diverges at either extreme and has a finite minimum between them; real component losses and source electrical impedance limit those asymptotes.
Figure 1.
Original normalized source-current amplitude, phase and resistor-to-source-current ratio for an illustrative ideal parallel RLC circuit
. Details.
Zero phase requires cancellation of electrical susceptances:
The inductor and capacitor currents are nonzero, equal in magnitude and opposite in phase, while the resistor supplies the in-phase source current. energy oscillates between the reactive elements; dissipation occurs in the shunt resistor. A source-current maximum would describe a different, series-resonant circuit.
The specified ratio is
It exceeds when . Define and . The two positive endpoints are , so
The endpoints have geometric mean . Increasing the parallel resistance reduces dissipative loading and narrows this band, in contrast with increasing the resistance of a series RLC circuit. Equivalently, , with and . The parallel RLC bandwidth here belongs to the explicitly defined current ratio, not a half-maximum rule applied to a source-current peak that does not exist.
Use an RC low-pass filter: put the resistor in series with the input and the capacitor between the output node and the return conductor. Measure the output voltage across the capacitor, with negligible output loading. The voltage divider then has transfer function
At the high frequency, the attenuation requirement is
At the low frequency, approximately unchanged amplitude means , so
The upper relation is an asymptotic design condition, because “approximately” specifies no numerical tolerance. For example, retaining at least of the low-frequency amplitude would sharpen the upper bound to approximately .
A practical illustrative choice is . Its voltage gain is approximately at and at : the latter amplitude is reduced by a factor of about . Its cutoff frequency is .
Figure 1.
An original RC low-pass circuit and its amplitude response for a 22 microfarad capacitor
. Details.