Proceedings of the 2024 International Conference on Mechanics, Electronics Engineering and Automation (ICMEEA 2024)

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Noise shaping technology based on FIR filters

Authors
Xudong Wu1, *
1School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, 510006, China
*Corresponding author. Email: wuxd8@mail2.sysu.edu.cn
Corresponding Author
Xudong Wu
Available Online 28 September 2024.
DOI
10.2991/978-94-6463-518-8_22How to use a DOI?
Keywords
Noise shaping; FIR filter; Co-simulation; IM/DD system; Bit Error Rate
Abstract

Traditional signal enhancement techniques, such as oversampling, face limitations due to their increased computational complexity and power consumption. As the demand for higher data rates and quality continues to grow, noise shaping techniques become crucial for improving the signal-to-noise ratio (SNR) without exacerbating these constraints. This paper establishes a co-simulation between Virtual Photonics Incorporated (VPI) and MATLAB to create a comprehensive Intensity Modulation Direct Detection (IM/DD) system using simulation tools. The study implements noise shaping techniques based on Finite Impulse Response (FIR) filters to mitigate the impact of quantization noise arising from low-bit Digital-to-Analog Converters (DACs) in the signal generation process, conducting system-level simulations to validate the reliability of the algorithm. In the MATLAB simulations, under Additive White Gaussian Noise (AWGN) channel conditions, the FIR-based noise shaping technique demonstrates a significant improvement in the Bit Error Rate (BER). The joint simulation with MATLAB and VPI shows that noise has been effectively shifted to higher frequency bands, achieving successful noise shaping.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2024 International Conference on Mechanics, Electronics Engineering and Automation (ICMEEA 2024)
Series
Advances in Engineering Research
Publication Date
28 September 2024
ISBN
978-94-6463-518-8
ISSN
2352-5401
DOI
10.2991/978-94-6463-518-8_22How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Xudong Wu
PY  - 2024
DA  - 2024/09/28
TI  - Noise shaping technology based on FIR filters
BT  - Proceedings of the 2024 International Conference on Mechanics, Electronics Engineering and Automation (ICMEEA 2024)
PB  - Atlantis Press
SP  - 210
EP  - 224
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-518-8_22
DO  - 10.2991/978-94-6463-518-8_22
ID  - Wu2024
ER  -