Related Experiment Video
Updated: Aug 17, 2025

09:43
Transmission of Multiple Signals through an Optical Fiber Using Wavefront Shaping
Published on: March 20, 2017
10.0K
Digitized radio-over-fiber transmission based on probabilistic quantization codeword shaping
Optics Express
|December 16, 2022
Summary
This study introduces probabilistic quantization codeword shaping (PQCS) to enhance receiver sensitivity in digitized radio-over-fiber (DRoF) systems. The PQCS method improves system sensitivity by optimizing 4-Pulse Amplitude Modulation (PAM-4) codebooks, achieving significant gains.
Area of Science:
- Optical Communications
- Digital Signal Processing
- Information Theory
Background:
- Digitized radio-over-fiber (DRoF) systems are crucial for modern telecommunications.
- Receiver sensitivity is a key performance metric limiting system reach and data rates.
- Traditional quantization schemes can be suboptimal for advanced modulation formats like PAM-4.
Purpose of the Study:
- To propose and experimentally validate a novel vector quantization scheme, probabilistic quantization codeword shaping (PQCS), for DRoF systems.
- To enhance receiver sensitivity and improve the overall performance of DRoF transmission.
- To optimize the distribution of quantization bits (QBs) for 4-Pulse Amplitude Modulation (PAM-4).
Main Methods:
- A probabilistic quantization codeword shaping (PQCS) scheme is developed.
- PQCS involves rematching quantization bits (QBs) in the codebook.
- The proposed scheme is experimentally verified in a 16-Quadrature Amplitude Modulation (16-QAM) DRoF system using intensity-modulation/direct-detection.
Main Results:
- The PQCS method achieved a 1.45 dB shaping gain in system sensitivity at a bit error rate (BER) of 5 × 10⁻⁴ compared to traditional vector quantization.
- The experimental setup demonstrated the effectiveness of PQCS in improving receiver sensitivity.
- Error vector magnitude (EVM) below 2% was achieved for 64-QAM and 256-QAM with 6 and 7 QBs, respectively.
Conclusions:
- PQCS is an effective technique for enhancing receiver sensitivity in DRoF transmission systems.
- The proposed scheme offers a practical method for optimizing quantization for advanced modulation formats.
- This advancement contributes to more robust and efficient optical communication systems.
Related Concept Videos
Propagation of Uncertainty from Random Error
772
An experiment often consists of more than a single step. In this case, measurements at each step give rise to uncertainty. Because the measurements occur in successive steps, the uncertainty in one step necessarily contributes to that in the subsequent step. As we perform statistical analysis on these types of experiments, we must learn to account for the propagation of uncertainty from one step to the next. The propagation of uncertainty depends on the type of arithmetic operation performed on...
772
Reconstruction of Signal using Interpolation
292
Signal processing techniques are essential for accurately converting continuous signals to digital formats and vice versa. When a continuous signal is sampled with a period T, the resulting sampled signal exhibits replicas of the original spectrum in the frequency domain, spaced at intervals equal to the sampling frequency. To handle this sampled signal, a zero-order hold method can be applied, which creates a piecewise constant signal by retaining each sample's value until the next...
292
Frequency-Domain Interpretation of PD Control
160
Proportional-Derivative (PD) controllers are widely used in fan control systems to improve stability and performance. A fan control system can be effectively represented using a Bode plot to illustrate the impact of a PD controller through its transfer function. The Bode plot visually conveys how PD control modifies the fan's response across various frequencies, providing a frequency domain interpretation of the controller's behavior.
The proportional control gain, combined with the...
The proportional control gain, combined with the...
160
Linear Approximation in Frequency Domain
122
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
122
Sampling Continuous Time Signal
324
In signal processing, a continuous-time signal can be sampled using an impulse-train sampling technique, followed by the zero-order hold method. Impulse-train sampling involves the use of a periodic impulse train, which consists of a series of delta functions spaced at regular intervals determined by the sampling period. When a continuous-time signal is multiplied by this impulse train, it generates impulses with amplitudes corresponding to the signal's values at the sampling points.
In the...
In the...
324
Transmission Line Design Considerations
196
Aluminum has become the material of choice for overhead transmission lines, surpassing copper due to its abundance and cost-effectiveness. The most prevalent type is the aluminum conductor, steel-reinforced (ACSR), which combines aluminum strands around a steel core. Other variants include all-aluminum conductors (AAC), all-aluminum alloy conductors (AAAC), aluminum conductor alloy-reinforced (ACAR), and aluminum-clad steel conductors. Advanced designs, such as aluminum conductors with steel...
196

