Signum Function
sgn(t), relation to step function.
The signum function extracts the algebraic sign of a signal, returning +1 for positive values and -1 for negative values. It models ideal limiters in comparator circuits and serves as the building block for the unit step function.
Core Concept
The signum function sgn(t) is defined as +1 when t > 0, -1 when t < 0, and 0 when t = 0. It is an odd function: sgn(-t) = -sgn(t). Unlike the unit step, it is antisymmetric about the origin. The step function and signum are directly related: u(t) = [1 + sgn(t)] / 2, which you can verify by checking both sides at positive and negative t.
The Fourier transform of sgn(t) requires care because sgn(t) is not absolutely integrable — its energy is infinite and it does not decay. The standard approach is to compute it as the limit of a decaying exponential pair: sgn(t) = lim(a->0) [e^(-at)u(t) - e^(at)u(-t)]. Taking transforms of both parts and letting a go to zero yields the result.
In the frequency domain, the Fourier transform of sgn(t) is 2/(j omega) = 1/(j pi f). This is a purely imaginary, odd function of frequency. The relationship between sgn(t) and differentiation is also useful: d/dt[sgn(t)] = 2 delta(t), because the function jumps by 2 at the origin.
Key Formula
sgn(t) = +1, t > 0; -1, t < 0; 0, t = 0. Fourier transform pair: sgn(t) <-> 2/(j omega) = 1/(j pi f). Relation to unit step: u(t) = [1 + sgn(t)] / 2, equivalently sgn(t) = 2u(t) - 1. Derivative: d/dt[sgn(t)] = 2 delta(t).
Problem: Verify the relation u(t) = [1 + sgn(t)] / 2 using Fourier transforms.
Known pairs:
F{1} = delta(f) [DC component]
F{sgn(t)} = 1/(j pi f)
F{u(t)} = (1/2) delta(f) + 1/(j 2 pi f)
Step 1: Take Fourier transform of right side
F{[1 + sgn(t)] / 2} = (1/2) F{1} + (1/2) F{sgn(t)}
Step 2: Substitute known transforms
= (1/2) delta(f) + (1/2) * 1/(j pi f)
= (1/2) delta(f) + 1/(j 2 pi f)
Step 3: Compare with F{u(t)}
F{u(t)} = (1/2) delta(f) + 1/(j 2 pi f) [standard pair]
Final Answer:
Both sides match exactly.
This confirms u(t) = [1 + sgn(t)] / 2 is correct.Exam Tip: Anna University and VTU questions on signum often ask you to derive F{u(t)} using F{sgn(t)}. Start from sgn(t) = 2u(t) - 1, rearrange to u(t) = [1 + sgn(t)]/2, then take the Fourier transform of both sides. The delta(f) term comes from the constant 1, and the 1/(j 2 pi f) term comes from (1/2) times the signum transform. Do not try to integrate u(t) directly — the integral does not converge without the delta term.
Properties Summary
- Definition: sgn(t) = +1 (t>0), -1 (t<0), 0 (t=0).
- Odd function: sgn(-t) = -sgn(t); Fourier transform is purely imaginary.
- Fourier transform: F{sgn(t)} = 2/(j omega) = 1/(j pi f).
- Relation to step: u(t) = [1 + sgn(t)]/2; sgn(t) = 2u(t) - 1.
- Derivative: d/dt[sgn(t)] = 2 delta(t); the jump of 2 at origin becomes an impulse.
- Power signal: P = 1 because |sgn(t)|^2 = 1 for all t != 0.
Quick Revision
- sgn(t) = +1 for t > 0, -1 for t < 0.
- Odd function; always zero at t = 0.
- Fourier transform: 2/(j omega) or equivalently 1/(j pi f).
- Relates to unit step: u(t) = [1 + sgn(t)] / 2.
- Derivative of sgn(t) is 2 delta(t).
- Power = 1; energy = infinity; it is a power signal.
- Exam trap: writing F{sgn(t)} = 1/(j omega) instead of 2/(j omega). The factor of 2 comes from the total jump of 2 across the discontinuity, not 1. Check against the unit step derivation to catch this error.
Signum Function Quiz
Verify your understanding of the signum function and its relation to the unit step.
Q1.The signum function sgn(t) is related to the unit step u(t) by which expression?
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