Design and Optimization of Constellation Shaping for Performance Improvement of Optical Wireless Communications

项目来源

日本学术振兴会基金(JSPS)

项目主持人

PHAM Van・Thanh

项目受资助机构

静岡大学

立项年度

2025

立项时间

未公开

项目编号

25K17607

研究期限

未知 / 未知

项目级别

国家级

受资助金额

4680000.00日元

学科

通信工学関連

学科代码

未公开

基金类别

若手研究

关键词

OWC ; Constellation shaping

参与者

未公开

参与机构

静岡大学,工学部

项目标书摘要:Outline of Research at the Start:Enhacing the performance of OWC is crucial for its deployment in real-world applications.This research investigates novel constelation shaping schemes to improve the performance of OWC systems。

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  • 1.Optimization of Probabilistic Constellation Shaping for Optical OFDM Systems With Clipping Distortion

    • 关键词:
    • Optical distortion; Peak to average power ratio; Symbols; Distortion;Optical reflection; Optimization; Optical transmitters; Integratedoptics; Wireless communication; Probabilistic logic; Optical wirelesscommunications; optical OFDM; probabilistic constellation shaping;clipping distortion
    • Pham, Thanh V.;Ishihara, Susumu
    • 《IEEE COMMUNICATIONS LETTERS》
    • 2026年
    • 30卷
    • 期刊

    Optical orthogonal frequency-division multiplexing (OFDM) and probabilistic constellation shaping (PCS) have emerged as powerful techniques to enhance the performance of optical wireless communications (OWC) systems. While PCS improves spectral efficiency and adaptability, we show that its integration with optical OFDM can inadvertently increase the peak-to-average power ratio (PAPR) of the signal, exacerbating clipping distortion due to signal clipping. This letter investigates the impact of PCS on the PAPR of direct current-biased optical OFDM (DCO-OFDM) waveforms and proposes an optimization of PCS that maximizes channel capacity, considering clipping distortion. The optimization problem is shown to be complex and non-convex. We thus present a suboptimal yet efficient solving approach based on projected gradient descent to solve the problem. Simulation results demonstrate the superiority of the proposed approach over the conventional uniform signaling, particularly under severe clipping distortion conditions.

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  • 2.Design of an Adaptive Hybrid Downlink NOMA-TDMA for Visible Light Communication Systems

    • 关键词:
    • NOMA; Time division multiple access; Visible light communication; Lightemitting diodes; Radio frequency; Interference cancellation;Optimization; Optical transmitters; Time-frequency analysis; Spectralefficiency; Visible light communication (VLC); non-orthogonal multipleaccess (NOMA); time-division multiple access (TDMA); successive convexapproximation (SCA)
    • Hoang, Tuan A.;Nguyen, Chuyen T.;Pham, Thanh V.
    • 《IEEE WIRELESS COMMUNICATIONS LETTERS》
    • 2026年
    • 15卷
    • 期刊

    Non-Orthogonal Multiple Access (NOMA) has been widely recognized as a promising multiple access technique to enhance spectral efficiency and user fairness in next-generation wireless networks. However, when applied to Visible Light Communication (VLC) systems, its performance can be limited due to high correlation among users' channels. To address this limitation, this letter proposes an adaptive hybrid NOMA-Time Division Multiple Access (TDMA) scheme for multi-user VLC systems, aiming to improve users' sum-rate performance while maintaining low complexity. In the proposed scheme, users are divided into groups where each group is served in a different time slot using TDMA. Within each group, up to two users can be served simultaneously using NOMA. A central challenge lies in determining which users should be paired together for NOMA, as the effectiveness of Successive Interference Cancellation (SIC) employed by NOMA depends on the difference between users' channel gains. To address this, for a pair of users, we determine the range of their channel gain ratio within which the pair benefits more from NOMA or TDMA. Identifying the lower and upper bounds of this range is formulated as two optimization problems which are solved efficiently using the Successive Convex Approximation (SCA) method. Simulation results demonstrate that the proposed scheme outperforms the conventional hybrid NOMA-TDMA method under different numbers of users and transmit Light-Emitting Diode (LED) powers.

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  • 3.Optimization of Probabilistic Constellation Shaping for Improving Secrecy Performance of Optical Wireless Channels with Signal-Dependent Noise

    • 关键词:
    • Error statistics;Optical communication;Optical signal processing;Pulse amplitude modulation;Constellation shaping;Noise channels;Optical wireless channels;Optical-wireless communications;Physical layer security;Probabilistic constellation shaping;Probabilistics;Pulse amplitude;Signal dependent noise;Signal-dependent noise channel
    • Pham, Thanh V.;Ishihara, Susumu
    • 《101st IEEE Vehicular Technology Conference, VTC 2025-Spring 2025》
    • 2025年
    • June 17, 2025 - June 20, 2025
    • Oslo, Norway
    • 会议

    Physical layer security (PLS) is an attractive paradigm for protecting information confidentiality without the use of traditional key-based cryptography. This paper proposes a design of probabilistic constellation shaping to improve the PLS performance of optical wireless channels using M-ary pulse amplitude modulation (M-PAM) with the signal-dependent noise model. Specifically, the proposed design aims to maximize the reliability (i.e., minimization of the bit error rate - BER) of the legitimate user's channel while guaranteeing that the modulationconstrained secrecy capacity is at least equal to that achieved by the uniform signaling. For this purpose, a novel upper bound for the BER of M-PAM constellation with signal-dependent noise channels with arbitrary input distribution is derived. Simulation results reveal that the proposed PCS design achieves a considerably lower BER of the legitimate user's channel while attaining the same secrecy capacity as the uniform signaling. © 2025 IEEE.

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