Frequency deviation 2026-10-14
The peak frequency deviation is the largest absolute value of the instantaneous frequency offset from the chosen carrier wave frequency . For , it is . It is a frequency, measured in hertz, rather than a wave phase or an exact signal bandwidth.
Frequency modulation 2026-10-14
Frequency modulation carries a message by changing the instantaneous frequency of a carrier wave. In the ideal model the wave amplitude stays constant: information changes the rate at which the wave phase advances. Write a real electrical signal and its chosen complex representation asThe wave envelope in this representation has modulus throughout, although continually passes through zero. A smaller instantaneous value of therefore does not mean a smaller wave amplitude. The continuously unwrapped wave phase is measured in radians; its derivative is an angular frequency, while division by gives frequency in cycles per second, or hertz.
For a message expressed as an electric potential difference, an ideal voltage-controlled oscillator has sensitivity in hertz per volt and obeysThe integral is essential: putting the message directly into the wave phase gives phase modulation, whose instantaneous frequency instead depends on the message's derivative. Amplitude modulation changes the multiplying wave amplitude. These are different ways to encode the same kind of message signal.
An original slow illustration uses , message frequency , frequency deviation , and FM modulation index . With zero initial wave phase,Here is in seconds. The instantaneous frequency stays positive, between and ; the wave phase always advances. The oscillations bunch up where is large and spread out where it is small, while the wave envelope remains at .
This separation is useful in a receiver: changing a positive multiplying wave amplitude does not change the zero crossings of , so their timing still carries the message. Noise that moves those crossings, a vanishing wave amplitude, and frequency response distortion can still damage it. The surprising beauty of FM is that a constant wave envelope can conceal a rich frequency spectrum: the components interfere to change timing instead of the envelope's height.
Instantaneous frequency 2026-10-14
For a signal with a specified differentiable, continuously unwrapped wave phase , its instantaneous frequency isUnwrapping means following successive turns instead of resetting the wave phase at . Differentiating a reset phase would introduce artificial jumps. An arbitrary real signal does not by itself specify a unique amplitude-phase representation; this definition refers to the phase chosen in the model.
For the single-message-frequency FM model,The proof is the chain rule: the derivative of the sine contributes , which cancels the in the definition. In the example, , , and . Although the frequency offset vanishes at , the wave phase offset is then radians; the wave phase offset and its rate of change need not vanish together.
Between times , the accumulated number of cycles is . Thus a crossing-to-crossing measurement yields an average frequency over that interval. Its reciprocal time is only an approximation to the instantaneous frequency at one point when varies slowly over a cycle.
Single-tone FM sidebands 2026-10-14
A single-tone FM signal has components displaced from the carrier wave frequency by integer multiples of the message frequency. These are temporal sidebands; the spatial sidebands used to perturb a spatial pattern are a related but different setting. To find the temporal components, apply the Jacobi-Anger expansion to the complex representation:Here is a Bessel function of the first kind. The identity follows by setting the generating variable to in its generating function.[ref]
NIST Digital Library of Mathematical Functions. Chapter 10, §10.12, equation 10.12.1 and the substitution described in the section notes
Taking the real part gives the exact real signal expansionThe complex representation has a Fourier coefficient at ; the normalized magnitude is . The identity makes upper and lower complex sideband magnitudes equal, but their signs matter when reconstructing the wave phase. A negative coefficient reverses a component's wave phase by ; an amplitude display alone hides that information.
For , original evaluation gives , , and . Thus there are appreciable components at and , outside the – range of the instantaneous frequency. There is no contradiction: instantaneous frequency describes the local rate of the combined wave phase, while the frequency spectrum describes a global superposition of constant-frequency components.
For the real signal, negative frequencies must also be accounted for: a cosine at equals one at . When , the normalized positive-frequency cosine coefficient at , , is exactly . The second term is extremely small over the plotted range, but the figure includes it. The chosen complex representation need not have a frequency spectrum supported only at positive frequencies, even when its specified instantaneous frequency is everywhere positive.
For a nonzero FM modulation index, the ideal frequency spectrum has infinitely many sidebands. Many become tiny, but drawing only visible lines does not make the exact signal bandwidth finite. A useful engineering width must state a threshold or a retained-power fraction. For the complex representation, Parseval's identity gives a simple check:At , the sum through is approximately . Retaining those complex components captures over of their squared magnitudes and spans from to . This is a stated truncation criterion, not an exact cutoff or a universal bandwidth rule. It also explains why a diminished carrier component need not imply a diminished envelope: its contribution has been redistributed among sidebands.

