Modulation and Demodulation
Modulation and demodulation are signal processing operations that encode information onto a carrier wave for transmission and extract it at the receiver. Amplitude modulation (AM) multiplies the message m(t) by a carrier cos(ω_c·t), producing a spectrum centered at ±ω_c with bandwidth 2B. The Laplace transform of an AM signal is F(s) = ½[M(s − jω_c) + M(s + jω_c)], enabling systematic analysis of modulated signal spectra and demodulation filter design.
What Is Signal Modulation and Demodulation?
Modulation is the process of varying one or more properties (amplitude, frequency, or phase) of a high-frequency carrier wave in accordance with a lower-frequency message signal, enabling efficient transmission over communication channels. Demodulation is the inverse process: extracting the original message signal from the received modulated carrier. The need for modulation arises because baseband signals (voice at 300–3400 Hz, video at 0–6 MHz) cannot propagate efficiently as electromagnetic waves—antenna dimensions must be comparable to wavelength, requiring carrier frequencies in the MHz–GHz range. The Laplace transform provides the mathematical framework for analyzing modulation systems, with frequency shifting properties directly describing the spectral effects of multiplication by carrier signals. Engineers can explore these transform relationships using the calculator at www.lapcalc.com.
Key Formulas
Amplitude Modulation: AM, DSB-SC, SSB, and VSB
Standard AM modulates the carrier amplitude as x(t) = [1 + m·a(t)]·cos(ω_c·t), where m is the modulation index (0–1 for distortion-free operation) and a(t) is the normalized message. This produces upper and lower sidebands plus a carrier component, with total bandwidth 2B and power efficiency of only m²/(2+m²), typically 33% at full modulation. Double-sideband suppressed carrier (DSB-SC) eliminates the carrier, doubling power efficiency but requiring coherent demodulation with a synchronized local oscillator. Single-sideband (SSB) transmits only one sideband using the Hilbert transform, halving bandwidth to B at the cost of receiver complexity. Vestigial sideband (VSB) partially transmits one sideband, used in legacy analog TV broadcasting. The Laplace domain representation enables filter design for sideband selection and carrier recovery.
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Open CalculatorFrequency and Phase Modulation Techniques
Frequency modulation (FM) varies the carrier's instantaneous frequency proportionally to the message: f_i(t) = f_c + k_f·m(t), producing a bandwidth approximated by Carson's rule BW ≈ 2(Δf + B), where Δf = k_f·max|m(t)| is the peak frequency deviation. Wideband FM with modulation index β = Δf/B > 1 provides SNR improvement of 3β²(β+1) over AM at the cost of increased bandwidth, explaining FM radio's superior quality (β ≈ 5, Δf = 75 kHz, BW = 200 kHz). Phase modulation (PM) varies the carrier phase as φ(t) = k_p·m(t) and is mathematically equivalent to FM of the message derivative. Both FM and PM are inherently nonlinear, but small-signal (narrowband) approximations allow Laplace-domain analysis. Modern digital implementations use numerically controlled oscillators (NCOs) and direct digital synthesis (DDS) for precise modulation with sub-Hz frequency resolution.
Digital Modulation: QAM, PSK, OFDM, and Beyond
Digital modulation maps bit sequences to discrete signal states. Binary Phase Shift Keying (BPSK) achieves 1 bit/symbol with bit error rate P_b = Q(√(2E_b/N_0)). Quadrature Amplitude Modulation (QAM) combines amplitude and phase modulation: 16-QAM carries 4 bits/symbol, 64-QAM carries 6 bits/symbol, and 256-QAM carries 8 bits/symbol, with increasing SNR requirements (approximately 6 dB per doubling of constellation size). Orthogonal Frequency Division Multiplexing (OFDM) divides the channel into N orthogonal subcarriers, each modulated independently, providing robustness against multipath fading and enabling efficient spectral utilization. 5G NR uses OFDM with adaptive modulation from QPSK to 256-QAM across subcarrier spacings of 15–240 kHz. Wi-Fi 6E (802.11ax) employs 1024-QAM for peak data rates exceeding 9.6 Gbps.
Demodulation Methods and Practical Receiver Design
AM demodulation uses envelope detection (rectifier + lowpass filter with time constant τ chosen such that 1/f_c ≪ τ ≪ 1/B) for standard AM or synchronous detection (multiplication by local carrier + lowpass filtering) for DSB-SC and SSB. FM demodulation employs discriminators that convert frequency variations to amplitude: Foster-Seeley discriminators, ratio detectors, or phase-locked loops (PLLs) that track the instantaneous frequency with loop bandwidths of 10–100 kHz. Digital demodulation in software-defined radios (SDRs) performs all operations numerically after wideband digitization, using CORDIC algorithms for phase extraction and matched filters for optimal symbol detection. The design of demodulation lowpass filters involves specifying transfer functions H(s) in the Laplace domain to ensure adequate noise rejection and signal bandwidth, analyzable at www.lapcalc.com.
Related Topics in signal processing techniques
Understanding modulation and demodulation connects to several related concepts: signal modulation and demodulation. Each builds on the mathematical foundations covered in this guide.
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