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Numerically controlled oscillator

A numerically controlled oscillator (NCO) is a digital signal generator that produces a discrete-time representation of a sinusoidal waveform, with its frequency and initial phase precisely controlled by digital tuning words relative to a reference clock.^[1] As the core of direct digital synthesis (DDS) systems, an NCO enables the creation of agile, high-purity signals without analog tuning elements, making it essential for modern digital signal processing.^[1]^[2] The fundamental architecture of an NCO includes a phase accumulator, which is an N-bit adder that increments its register by a frequency tuning word (often denoted as M) on every clock cycle, producing a linear phase ramp that wraps around upon overflow to simulate continuous rotation.^[1] The most significant bits of this accumulator output index a phase-to-amplitude lookup table containing precomputed values of a sine or cosine function over one period, converting the phase to amplitude samples.^[2] In full DDS implementations, these digital samples feed a high-speed digital-to-analog converter (DAC) to yield an analog output signal, with the output frequency given by f_{out} = \frac{M \times f_{clk}}{2^N}, where f_{clk} is the clock frequency.^[1] This design supports both sine and quadrature (cosine) outputs for complex signal generation.^[1] NCOs provide significant advantages over analog voltage-controlled oscillators (VCOs), including sub-hertz frequency resolution (down to micro-Hertz with 48-bit accumulators), instantaneous and phase-continuous frequency or phase adjustments without settling time, and inherent stability immune to temperature or aging effects in analog components.^[1]^[2] Their digital nature also allows easy integration into field-programmable gate arrays (FPGAs) or application-specific integrated circuits (ASICs), enabling low-power, compact implementations with frequency accuracy better than 1 part in $2^{32}.^[2] In applications, NCOs are pivotal in digital communications for tasks such as frequency hopping, spread-spectrum signaling, and local oscillator generation in software-defined radios and modems.^[1] They facilitate digital modulation schemes like phase-shift keying (PSK), frequency-shift keying (FSK), and quadrature amplitude modulation (QAM), as well as signal synthesis in radar systems and test equipment.^[1] Additionally, NCOs support precise clock generation and synchronization in phase-locked loops (PLLs) and digital downconverters.^[3]

Introduction

Definition and Purpose

A numerically controlled oscillator (NCO) is a digital signal generator that produces synchronous, discrete-time, discrete-valued waveforms, typically sinusoidal signals, from a fixed-frequency reference clock.^[4] It serves as the core component in direct digital synthesis (DDS) systems, where it is often integrated with a digital-to-analog converter (DAC) to generate analog outputs directly.^[4] The primary purpose of an NCO is to enable precise and agile frequency control through digital inputs, allowing instantaneous adjustments to the output frequency without the need for analog tuning elements.^[4] This contrasts with traditional analog oscillators, which rely on voltage-controlled or crystal-based mechanisms that are susceptible to environmental variations and offer limited agility in frequency hopping or modulation.^[4] NCOs are essential in applications such as software-defined radio, radar systems, and communications, where high stability and rapid reconfiguration are critical.^[4] At a high level, an NCO consists of a phase accumulator that integrates a tuning word to generate a phase ramp, which feeds into a phase-to-amplitude converter—typically a lookup table or mathematical function—to produce the desired waveform amplitude.^[4] Key advantages of NCOs include exceptional frequency resolution (potentially exceeding 1 part in 4 billion with 32-bit accumulators), low phase noise due to digital precision, and immunity to drifts from analog components like temperature or aging.^[4] These attributes make NCOs superior for high-performance signal generation in modern digital systems.^[4]

Historical Background

The concept of the numerically controlled oscillator (NCO) originated in the early 1970s as a fundamental element of direct digital synthesis (DDS) for generating precise, agile waveforms in digital electronics. A pivotal patent for a digital signal generator synthesizer, which established the core mechanics of DDS and incorporated an early form of phase accumulation central to NCOs, was filed by Joseph A. Webb in April 1970. This invention marked the transition from analog to digital frequency synthesis techniques. Complementing this, J. Tierney, C. M. Rader, and B. Gold published a seminal paper in 1971 describing direct digital frequency generation, where the NCO's phase accumulator—essentially a digital adder integrating a tuning word over clock cycles—was introduced as the key mechanism for controlling output frequency with high resolution.^[5] During the 1970s, initial NCO implementations relied on discrete logic components, such as TTL 74xx and ECL 10K series integrated circuits, to build practical DDS systems capable of producing sine waves through phase-to-amplitude conversion via lookup tables. These early designs laid the groundwork for NCOs in applications requiring stable, programmable oscillations, though limited by the bit widths and clock speeds of the era's hardware. By the mid-1980s, the rise of integrated circuit DDS systems popularized NCO integration into digital signal processing (DSP) chips, with typical configurations using 28-bit phase accumulators for improved frequency agility and reduced phase noise. Leading firms, including Analog Devices, Stanford Telecom, Qualcomm, and Plessey, commercialized fully monolithic DDS devices during this decade, embedding NCOs as on-chip modules.^[5]^[6] The 1990s witnessed NCOs gaining widespread adoption in software-defined radios (SDRs), where their all-digital architecture supported reconfigurable signal processing and seamless frequency tuning without analog components. The SDR paradigm, first articulated by Joseph Mitola in the early 1990s, leveraged NCOs for digital downconversion and upconversion in systems like the U.S. military's Joint Tactical Radio System (JTRS), initiated in the late 1990s to enable multiband, adaptable communications. This era's advancements in DSP integration further embedded NCOs into versatile radio platforms.^[7]^[8] Subsequent evolution of NCOs was propelled by Moore's Law-driven progress in semiconductor scaling, which exponentially increased transistor densities and enabled higher-performance digital logic. Transitioning from simple adder-based accumulators in discrete and early IC designs, NCOs advanced to implementations in field-programmable gate arrays (FPGAs) and application-specific integrated circuits (ASICs) by the late 1990s and 2000s. This allowed for expanded bit widths—reaching 32 bits or more in phase accumulators—yielding finer frequency resolution (on the order of parts per billion) and lower spurious signals in high-speed applications.^[4]

Architecture and Operation

Phase Accumulator

The phase accumulator serves as the core frequency-determining element in a numerically controlled oscillator (NCO), functioning as an N-bit adder combined with a register that incrementally accumulates a frequency control word (FCW), denoted as \Delta\phi, on every clock cycle. This digital integration process generates a linear phase progression, enabling precise control over the output frequency without analog components. The design, first detailed in foundational work on digital frequency synthesis, relies on simple arithmetic operations to produce a repeating phase sequence that mimics continuous-time oscillation.^[9]^[4] The output phase at the k-th clock cycle is mathematically expressed as

\phi(k) = k \cdot \Delta\phi \mod 2^N,

where the modulo operation enforces an N-bit wrap-around, ensuring the phase remains bounded between 0 and $2^N - 1. This accumulation yields the NCO's output frequency according to

F_\text{out} = \left( \frac{\Delta\phi}{2^N} \right) \cdot F_\text{clock},

with the fundamental frequency resolution determined by F_\text{res} = F_\text{clock} / 2^N, allowing fine-grained tuning steps proportional to the clock rate and accumulator width. For typical implementations, N ranges from 24 to 32 bits, balancing resolution and hardware complexity.^[9]^[4] The periodic overflow of the accumulator creates a sawtooth phase ramp, where the register naturally resets upon exceeding $2^N - 1, restarting the accumulation from the carry-over value. This behavior ensures a periodic waveform, but the exact repetition period depends on the rationality of \Delta\phi / 2^N; the sequence of phase values repeats after K cycles, where K is the grand repetition rate (GRR) defined as

\text{GRR} = \frac{2^N}{\gcd(\Delta\phi, 2^N)}.

The GRR represents the least common multiple of the periods induced by the FCW and accumulator size, influencing the overall periodicity of the generated signal.^[10]^[4] In hardware realizations, the phase accumulator leverages inherent modulo arithmetic through adder overflow, requiring no explicit modulo circuitry and minimizing latency to one clock cycle per update. This efficient structure supports high-speed operation in field-programmable gate arrays (FPGAs) or application-specific integrated circuits (ASICs), with the accumulated phase value subsequently addressing a phase-to-amplitude converter for waveform synthesis.^[9]^[4]

Phase-to-Amplitude Converter

The phase-to-amplitude converter (PAC) in a numerically controlled oscillator (NCO) transforms the phase value from the phase accumulator into corresponding amplitude values that represent the desired waveform, typically a sine or cosine signal, for subsequent digital-to-analog conversion. This mapping is essential for generating discrete-time samples of the output waveform, where the phase input directly indexes or computes the amplitude at each clock cycle.^[4] The most common implementation uses a look-up table (LUT) that stores precomputed amplitude values, such as sine or cosine samples, over one full period of the waveform. The LUT is addressed using a truncated portion of the phase accumulator output; for instance, in a 32-bit phase accumulator, the 13 to 15 most significant bits (MSBs) are typically used as the address, reducing the required table size while introducing controlled phase truncation error. To optimize memory usage, quarter-wave symmetry is often employed, storing values only for the first 90 degrees of the waveform and deriving the remaining quadrants through sign changes and swaps of sine and cosine outputs. This approach halves the storage needs for full sine-cosine quadrature generation compared to a full-period table. The output consists of digital amplitude samples, usually in fixed-point format, which can be directly fed to a DAC; for non-sinusoidal waveforms like square waves, the sign bit from the phase or sine output can be extracted to produce a binary ±1 amplitude.^[4] Alternative non-LUT methods avoid large memory requirements by computing amplitudes on-the-fly, suitable for resource-constrained implementations. The CORDIC (COordinate Rotation DIgital Computer) algorithm, operating in rotation mode, generates sine and cosine values by iteratively rotating a unit vector through small angles defined by the input phase, using only shifts, adds, and table lookups for arctangent constants, thereby enabling quadrature output with minimal hardware. Taylor series approximations provide another direct computation approach, expanding the sine function around the nearest LUT entry for coarse phase addressing, refining the amplitude with polynomial terms to achieve high accuracy without a full sine table; for example, a second-order Taylor correction can improve spurious-free dynamic range (SFDR) beyond basic LUT truncation. These methods support quadrature generation via phase rotation of a base complex vector or explicit sine/cosine computation, reducing memory at the cost of increased computational latency.^[11]^[12] Key trade-offs in PAC design revolve around LUT size versus accuracy: larger tables (e.g., 2^{12} to 2^{16} entries) yield finer phase resolution and lower amplitude quantization error, potentially achieving SFDR above 90 dB, but consume more memory and power, while truncation to M bits (where M < N, the full phase width) balances these by accepting minor phase noise for compact designs. Non-LUT techniques like CORDIC or Taylor series further minimize storage—often to a few dozen words—but require multiple clock cycles per sample in non-pipelined designs; pipelined implementations can achieve one sample per clock cycle, enabling output rates up to the full clock frequency.^[4]

Performance Characteristics

Frequency Control and Resolution

In numerically controlled oscillators (NCOs), frequency is precisely tuned through a digital frequency control word (FCW), also known as the tuning word or phase increment, which is added to the phase accumulator on each clock cycle to determine the output frequency without relying on analog components for adjustment.^[4] This enables agile, instantaneous frequency hopping with fine steps, as the FCW can be updated in real-time to achieve rapid tuning across a wide range.^[9] The frequency resolution of an NCO is fundamentally limited by the bit width N of the phase accumulator, where the smallest tunable frequency step \Delta f is given by \Delta f = \frac{f_c}{2^N}, with f_c denoting the clock frequency, allowing for $2^N distinct output frequencies.^[4] For example, a 32-bit accumulator provides a resolution finer than 1 part in 4 billion relative to the clock rate, enabling sub-hertz precision at moderate clock frequencies.^[4] The output frequency f_o itself is determined by f_o = \frac{M \times f_c}{2^N}, where M is the integer value of the FCW.^[4] Phase noise in NCOs arises primarily from deterministic jitter due to phase quantization in the accumulator and lookup table, resulting in a stable, predictable noise floor that is generally superior to analog oscillators in terms of long-term stability and immunity to environmental factors like temperature variations.^[4] This quantization-induced jitter is signal-dependent and manifests as discrete spurs rather than random noise, with root-mean-square (RMS) values typically below 50 ps for clock rates around 40 MHz, offering better phase stability than voltage-controlled oscillators (VCOs) that suffer from analog imperfections.^[4] The dynamic range of NCO frequency control extends up to a maximum output frequency approaching f_c / 2, constrained by the Nyquist criterion to avoid aliasing in the sampled output waveform.^[4] Frequencies beyond this limit fold back as aliases, necessitating careful selection of the clock rate to encompass the desired tuning range while minimizing spectral overlap. Practical implementation factors influencing accuracy include the stability of the reference clock, which directly propagates to the NCO's output purity and overall frequency precision, and the fixed-point arithmetic used for the FCW, where truncation or rounding in the tuning word can introduce minor quantization errors if not managed with sufficient bit depth.^[4] High-stability clocks, such as those from oven-controlled crystal oscillators, are thus essential to maintain the NCO's inherent advantages in resolution and low jitter.^[4]

Spurious Products

In numerically controlled oscillators (NCOs), spurious products manifest as discrete spectral tones arising from quantization errors inherent in the digital signal processing stages. These unwanted components primarily stem from phase truncation, where lower bits of the phase accumulator output are discarded, and amplitude truncation, where the phase-to-amplitude conversion introduces non-linearities due to finite precision in lookup tables or computational approximations. Such errors generate predictable harmonic and intermodulation distortions in the output spectrum.^[4]^[13] The presence of spurious products degrades the overall signal purity by introducing artifacts that can interfere with the desired carrier tone, with their strength typically quantified in decibels relative to the carrier (dBc). This degradation is particularly critical in applications requiring high spectral cleanliness, as even low-level spurs can mask weak signals or violate emission standards. The impact is more pronounced at certain output frequencies where error patterns align constructively.^[4]^[13] A key metric for assessing spurious performance is the spurious-free dynamic range (SFDR), defined as the ratio of the power of the fundamental carrier to the power of the strongest spurious component, often expressed in dB. In modern NCO implementations, SFDR values typically range from 60 to 100 dB, depending on design parameters, with higher values indicating superior suppression of unwanted tones. For instance, a 32-bit phase accumulator can achieve SFDR exceeding 90 dB under optimal conditions.^[4]^[13] Several factors influence the magnitude and distribution of spurs in NCOs. Increasing the bit width of the phase accumulator and amplitude converter reduces quantization steps, thereby lowering spur levels; similarly, the frequency control word (FCW) determines the output frequency and can modulate spur amplitudes through its binary representation. The system clock rate also plays a role, as higher rates expand the spectral bandwidth and can shift or dilute spur densities relative to the carrier.^[4]^[13]

Mitigation and Optimization

Phase Truncation Spurs

In a numerically controlled oscillator (NCO), phase truncation occurs when the output of the phase accumulator, typically an N-bit value, is truncated to M bits (where M < N) to serve as the address for the phase-to-amplitude converter, such as a sine lookup table. This truncation discards the least significant W = N - M bits, introducing a sawtooth-shaped phase error that ranges from 0 to nearly 2π in the phase domain, which manifests as discrete spurious tones, or spurs, in the output spectrum.^[4]^[13] The number of these phase truncation spurs is determined by the formula n_W = \frac{2^W}{\gcd(\Delta\phi, 2^W)} - 1, where \Delta\phi is the phase increment corresponding to the frequency control word (FCW), and \gcd denotes the greatest common divisor; this yields evenly spaced spurs across the spectrum. The maximum amplitude of these spurs is approximated as \zeta_{\max} \approx -6.02 \times W dBc for W > 4, with the spurs located at frequencies offset from the carrier by multiples of k \times \frac{f_{\text{out}}}{2^W}, where k is an integer and f_{\text{out}} is the output frequency.^[4]^[13] The severity of phase truncation spurs depends strongly on the FCW, with the worst-case scenario occurring when \Delta\phi is a power of 2, resulting in a static phase error that concentrates energy into fewer, larger spurs rather than distributing it more evenly. In the spectral domain, these spurs are symmetric around the carrier frequency, with amplitudes generally decreasing as the distance from the carrier increases, though the exact pattern varies with the specific \Delta\phi value.^[4]^[13]

Amplitude Truncation Spurs

In numerically controlled oscillators (NCOs), amplitude truncation spurs arise from the quantization of the phase-to-amplitude converter's output, where the sine (or other waveform) values stored in the lookup table (LUT) or computed via approximation algorithms are rounded to a finite number of bits, typically B bits before digital-to-analog conversion. This rounding introduces a quantization error that manifests as differential nonlinearity (DNL) in the amplitude domain, as the discrete steps deviate from the ideal smooth waveform curvature, leading to correlated errors rather than random noise. The DNL primarily generates odd harmonics of the carrier frequency because the even-order components are suppressed by the inherent quadrant symmetry of the sine function in the LUT, resulting in distortion products concentrated at odd multiples like the third and fifth harmonics. These spurs exhibit distinct characteristics compared to those from phase truncation: they are fewer in number but stronger in magnitude, often appearing as discrete tones at low frequency offsets from the carrier rather than spreading across a broader spectrum. This concentration at close-in offsets makes amplitude truncation spurs particularly problematic in applications requiring high spectral purity near the fundamental tone.^[14] The level of the primary amplitude truncation spurs can be approximated as -6.02B - 1.76 dBc relative to the carrier, where B is the number of bits in the quantized amplitude output; this derivation stems from the statistical power distribution of the quantization error for a full-scale sine wave, treating the spurs as the dominant harmonic components within the total distortion energy. For example, with B=12 bits, primary spurs are expected around -74 dBc, establishing the scale of degradation in spurious-free dynamic range (SFDR). The influence of the output waveform on these spurs is notable: they are more pronounced in sinusoidal outputs due to the smooth, continuous curvature that amplifies the visibility of DNL-induced distortions, whereas square wave outputs exhibit fewer amplitude-related spurs because their abrupt transitions inherently produce stronger but less quantization-sensitive even harmonics from asymmetry. In sine-based NCOs, this leads to higher relative spur levels, often limiting overall performance.^[14] In high-resolution NCOs, where phase truncation effects are minimized through dithering or increased accumulator bits, amplitude truncation spurs frequently dominate the SFDR, capping it at around 74 dB for ideal 12-bit amplitude quantization, though DAC imperfections may reduce this in practice.^[14]

Reduction Techniques

One effective method to minimize spurious products in numerically controlled oscillators (NCOs) is dithering, which involves adding low-level pseudo-random noise to the phase accumulator output or amplitude conversion stage to randomize quantization errors. This technique spreads the energy of discrete spurs across a broader spectrum, effectively reducing their peak amplitudes and improving the spurious-free dynamic range (SFDR). For instance, applying phase dithering using an efficient generator like the XOR shift method can enhance SFDR by approximately 10 dB compared to undithered designs, though it introduces a modest increase in broadband noise floor.^[15] Increasing the bit widths of the phase accumulator (N bits) and phase-to-amplitude converter (B bits) is a straightforward approach to suppress spurs by pushing their levels below the noise floor. Each additional bit in the phase accumulator typically reduces phase truncation spurs by 6 dB, while similar gains apply to amplitude quantization spurs with higher B. However, this comes at the expense of increased hardware complexity, power consumption, and silicon area, making it less viable for resource-constrained implementations.^[5] Algorithmic enhancements in the phase-to-amplitude conversion stage, such as Taylor series approximation or the CORDIC algorithm, provide smoother waveform generation with reduced truncation requirements. Taylor series methods approximate sine and cosine values using polynomial expansions over small phase segments, minimizing amplitude errors and achieving SFDR improvements of up to 20-30 dB over basic lookup tables without excessive memory usage. Similarly, the CORDIC algorithm iteratively computes sine and cosine through vector rotations using only shifts and additions, enabling high-precision outputs in hardware with lower spur levels than truncated LUT-based converters.^[16] Multi-stage NCO architectures employ cascaded accumulators to achieve finer frequency resolution without proportionally increasing the bit width of a single accumulator. By chaining a time accumulator to the primary phase accumulator, these designs extend effective resolution— for example, combining stages can yield resolutions equivalent to 64 bits—while mitigating carry propagation delays and associated spurs in high-speed applications.^[17] In modern FPGA-based implementations, optimizations like pipelining and symmetry exploitation further enable real-time spur suppression. Pipelining distributes the phase accumulation and conversion computations across clock cycles to support higher frequencies while maintaining precision, often reducing latency-induced errors. Exploiting quarter-wave symmetry in lookup tables halves memory requirements, allowing deeper address bits for better spur attenuation without added hardware overhead. These techniques collectively enhance SFDR in resource-limited environments like software-defined radios.^[11]

Applications

Communications and Signal Processing

In software-defined radios (SDRs), numerically controlled oscillators (NCOs) play a pivotal role in enabling agile up- and down-conversion of signals, facilitating flexible frequency translation for modern wireless standards such as 3G, 4G, and 5G. By generating precise digital sinusoidal waveforms, NCOs integrate into digital downconverters (DDCs) to mix digitized intermediate frequency (IF) signals from analog-to-digital converters (ADCs) to baseband, allowing real-time channel selection and protocol adaptability without hardware reconfiguration.^[18] This agility supports multi-standard operations, including LTE and W-CDMA, by providing programmable frequency outputs that enhance efficiency in resource-constrained environments.^[19] NCOs are integral to digital modulators for generating frequency shift keying (FSK) and phase shift keying (PSK) signals through phase modulation controlled by a frequency control word (FCW). The phase accumulator in an NCO increments by the FCW value per clock cycle, producing a phase word that indexes a lookup table to output modulated sine and cosine amplitudes, enabling precise frequency and phase adjustments in a single sample period.^[20] This approach offers high accuracy and stability over traditional voltage-controlled oscillators, reducing hardware requirements in FPGA-based modems for communication systems.^[20] In phase-locked loops (PLLs), particularly digital PLLs (DPLLs) and all-digital PLLs (ADPLLs), NCOs serve as the digitally controlled oscillator, replacing analog components to achieve fine frequency synthesis with low phase noise for precise local oscillators (LOs). This integration enhances synchronization in radar systems, where injection-locked PLLs using NCOs provide stable LO signals for frequency-modulated continuous wave (FMCW) operations, supporting high-resolution target detection.^[21] The high frequency resolution of NCOs, derived from phase accumulation, enables sub-hertz tuning essential for these applications.^[21] In digital signal processing (DSP), NCOs facilitate real-time frequency hopping by rapidly updating the FCW to switch output frequencies, maintaining phase coherency across hops in wideband systems like radar and electronic warfare.^[22] This capability, with hop times as low as 217 ns, avoids interference while supporting multi-tone generation through summed NCO outputs for filter testing and signal synthesis.^[22] In Wi-Fi transceivers employing MIMO-OFDM, NCOs synthesize carriers by mapping modulated data to subcarriers, achieving frequency resolutions below 1 Hz (e.g., 30.5 mHz) to minimize resource utilization by up to 70% compared to FFT-based alternatives.^[23]

Other Uses

In test and measurement equipment, numerically controlled oscillators (NCOs) are integral to direct digital synthesis (DDS) systems used in signal generators for oscilloscopes and spectrum analyzers, enabling the production of clean, low-spur tones with high frequency resolution and stability. These NCO-based DDS architectures allow for precise waveform generation at multi-GHz frequencies, supporting applications like calibration and characterization of RF components by minimizing phase noise and achieving spurious-free dynamic ranges exceeding 80 dBc. For instance, in high-speed test instruments, NCOs facilitate ultra-low random jitter reduction, ensuring accurate signal reproduction essential for multi-GHz measurements.^[4] In audio synthesis, NCOs power wavetable oscillators within digital music processors and synthesizers, generating periodic waveforms by addressing lookup tables with accumulated phase values to create evolving timbres and effects. This approach enables real-time frequency modulation and morphing between waveform frames, as seen in adaptive wavetable designs that separate waveform shape from control signals for flexible sound design in electronic instruments. By leveraging NCO precision, these systems produce high-fidelity audio with minimal aliasing, supporting applications from virtual analog emulation to granular synthesis in professional audio production.^[24]^[25] In medical imaging, NCOs support frequency-agile pulsing in ultrasound and MRI systems, where they generate precise RF carriers and modulation signals for transmit chains and receiver downconversion. In MRI consoles, on-chip NCOs produce Larmor-frequency carriers, enabling digital waveform generation for phase-controlled excitation pulses that improve image quality and reduce artifacts in low-field systems.^[26]^[27]^[28] For ultrasound, digital generators employ NCOs to track transducer resonance dynamically, delivering stable high-frequency bursts for imaging and therapy. These implementations enhance signal-to-noise ratios in real-time scans, as demonstrated in open-source MRI control systems using FPGA-based NCOs for multi-channel RF handling.^[29]^[28] In automotive radar, millimeter-wave NCOs are employed in advanced driver assistance systems (ADAS) for frequency-modulated continuous-wave (FMCW) operation, providing Doppler processing through precise chirp generation and phase accumulation at 77 GHz bands. These NCOs enable virtual target simulation and interference-resilient signal synthesis, supporting range-Doppler mapping with sub-meter resolution in polyphase architectures that mitigate multipath effects. Integrated in RFSoCs, they facilitate real-time frequency hopping and beamforming for collision avoidance to ensure reliable detection in dynamic environments.^[30]^[31]^[32]

References

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Figure 2: Numerically Controlled Oscillator using integer registers. • The lookup-table contains samples of exactly one cycle of the desired output waveform ...
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For many applications, the DDS solution holds some distinct advantages over the equivalent agile analog frequency synthesizer employing. PLL circuitry. DDS ...
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A practical DDS system implements this basic function in a much more flexible and efficient manner using digital hardware called a Numerically Controlled.
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Dec 1, 2019 · The digital signal generator synthesizer patent filed in April 1970 by Joseph A. Webb1 described what could be considered as the basis of ...
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The on-chip numerically controlled oscillator (NCO) uses a 32-bit frequency tuning word. An auxiliary DAC is also included which can be used to provide some ...
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Aug 20, 2015 · JONES: SDR communication systems meet a need for enhanced mission effectiveness through shared situational awareness and improved information ...Missing: NCO adoption
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[10]
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... NCO ... The interval W is referred to as the grand repetition rate (GRR) and is given by: ... The truncation of the phase accumulator output word of phase ...
[11]
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NCO consists of phase accumulator and phase to amplitude converter. Phase Accumulator: The heart of the system is the phase accumulator whose contents is ...
[12]
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A numerically controlled oscillator (NCO) or digitally controlled oscillator (DCO) is an electronic system for synthesizing a range of frequencies from a ...
[13]
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Direct digital synthesis (DDS) uses digital data processing to generate a frequency- and phase-tunable output signal referenced to a fixed-frequency clock.Missing: history | Show results with:history
[14]
None
Below is a merged summary of amplitude truncation and quantization spurs in DDS/NCO systems, consolidating all information from the provided segments into a comprehensive response. To maximize detail and clarity, I’ve organized key aspects into a table where appropriate, supplemented by narrative text for mechanisms, formulas, and references. The response retains all unique details while avoiding redundancy.
[15]
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However, this improvement comes at a trade-off. The phase dithering helps improve spectral performance by reducing coherent spurious tones through error ...
[16]
Methods to improve the performance of quadrature phase-to ...
This paper presents a Taylor series approximation based method for digital sine and cosine phase-to-amplitude conversion. The performance of the ...
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[18]
[PDF] Software-defined Radios: Architecture, State-of-the-art, and ... - arXiv
Apr 18, 2018 · The DDC includes a digital mixer and a numerically-controlled oscillator. DDC ex- tracts the baseband digital signal from ADC, and after.
[19]
None
**Paper Title:** Numerically Controlled Oscillator for Software Radio Applications
[20]
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Aug 4, 2016 · Numerically Controlled Oscillator (NCO) is a digital oscillator signal generator. It generates a synchronous ,clocked, discrete waveform, ...<|control11|><|separator|>
[21]
An Overview of Phase-Locked Loop: From Fundamentals to the ...
The filtered control signal then adjusts a numerically controlled oscillator (NCO), which digitally generates the output frequency. Key Advantages of DPLL ...
[22]
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ABSTRACT. This application note describes the NCO-based frequency hopping capability of the RF-sampling AFE79xx device. The AFE79xx is a family of ...
[23]
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Aug 10, 2025 · ... (NCO) is used for mapping modulated data onto the sub carriers. The use of NCO in the MIMO-OFDM system reduces the resource utilization of ...
[24]
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May 22, 2008 · You can build a DDS oscillator in hardware or in software. A DDS oscillator is sometimes also known as a Numerically-Controlled Oscillator (NCO) ...
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[26]
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The Larmor frequency was created by an on-chip numerically controlled oscillator shown in Figure 5. The complex modulated waveforms were stored in the internal ...
[27]
A home‐built digital optical MRI console using high‐speed serial links
Aug 8, 2014 · For each Tx channel, the digital carrier was produced by a numerically controlled oscillator (NCO) with 32-bit frequency tuning word, 16-bit ...
[28]
D-USG X - Our newly developed digital ultrasonic generator
Dec 16, 2022 · The heart of the generator is a digital signal ... (numerically controlled oscillator) and keeps it at the resonant frequency of the transducer.
[29]
MaRCoS, an open-source electronic control system for low-field MRI
Aug 3, 2022 · ... (MRI) device requires an electronic control system that handles pulse sequences and signal detection and ... numerically-controlled oscillator (NCO) ...
[30]
Radar target stimulation for automotive applications - IET Journals
Sep 4, 2018 · Therefore, the numerically controlled oscillator and mixer are realised in the form of a parallel polyphase architecture. After the Doppler ...
[31]
Virtual reality for automotive radars | e+i Elektrotechnik und ...
Jun 27, 2018 · The frequency shift for each target is performed by a complex mixer fed by a numerically controlled oscillator. Afterwards, the delay is ...
[32]
RFSoC Softwarisation of a 2.45 GHz Doppler Microwave Radar ...
Sep 6, 2024 · quantisation noise and improve the SFDR of the Numerically Controlled Oscillator (NCO). ... FMCW automotive mmwave radar systems with large ...