Chinese Journal of Ship Research, Volume. 20, Issue 4, 303(2025)

Joint task offloading and resource allocation for double-IRS-aided offshore MEC systems

Yanzhu YU1,2, Yibing LI1,2, and Fang YE1,2
Author Affiliations
  • 1College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China
  • 2Key Laboratory of Advanced Ship Communication and Information Technology, Ministry of Industry and Information Technology, Harbin 150001, China
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    Figures & Tables(8)
    [in Chinese]
    [in Chinese]
    [in Chinese]
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    [in Chinese]
    • Table 1. BCD joint optimization algorithm framework

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      Table 1. BCD joint optimization algorithm framework

      求解问题式(15)的BCD联合优化算法框架
      1:初始化${{\boldsymbol{v}}_1} = {{\boldsymbol{v}}_2} = {\left[ {1, \ldots ,{N_1}} \right]^{\text{T}}},f = 0,p = {p_{\max }}$
       算法迭代次数$\tau = 1$,非负拉格朗日乘子$\mu \geqslant 0$
      2:while 1
      3:   给定$\left\{ {{{\boldsymbol{v}}_1},{{\boldsymbol{v}}_2}} \right\}$,代入式(20)求解${{\boldsymbol{w}}^*}$
      4:   给定$\left\{ {{{\boldsymbol{v}}_2},{{\boldsymbol{w}}^*}} \right\}$,代入式(31)求解${\boldsymbol{v}}_1^*$
      5:   给定$\left\{ {{{\boldsymbol{v}}_1}^*,{{\boldsymbol{w}}^*}} \right\}$,代入式(32)求解${\boldsymbol{v}}_2^*$
      6:   初始化${\mu _{\min }} = 0,{\mu _{\max }} = {10^7}$
      7:   while 2
      8:     更新$ {\mu ^*} = \left( {{\mu _{\min }} + {\mu _{\max }}} \right)/2 $
      9:     给定$ \left\{ {{{\boldsymbol{v}}_1}^*,{{\boldsymbol{v}}_2}^*,{{\boldsymbol{w}}^*},{\mu ^*}} \right\} $,求解$ {f^*},{p^*} $
      10:    if ${p_{\max }} - {p^*} - {\varphi _{\text{s}}}{\left( {{f^*}} \right)^3} - {p_{\text{c}}} \geqslant 0$
      11:     $ {\mu _{\max }} = {\mu ^*} $,否则$ {\mu _{\min }} = {\mu ^*} $
      12:    end
      13:    if ${\mu _{\max }} - {\mu _{\min }} \leqslant {10^{ - 5}}$
      14:     break
      15:     end
      16:   end
      17:迭代次数$\tau = \tau + 1$
      18:if 收敛精度$ \leqslant 1{{\text{e}}^{ - 3}}$或迭代次数$\tau \geqslant 200$
      19:end
    • Table 2. Simulation parameters

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      Table 2. Simulation parameters

      参数数值
      用户最大发射功率${p_{\max }}$/dB34
      等效噪声功率${\sigma ^2}$/dB−80
      系统传输带宽B/ MHz10
      硬件功耗${p_{\text{c}}}$1.0×10−3
      工作载波功率${f_{\text{c}}}$/GHz1.9
      CPU计算每比特周期数C/(cyc·bit−1)1 000
      时间块长度T/ s1
      有效电容系数${\varphi _{\text{s}}}$1.0×10−26
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    Yanzhu YU, Yibing LI, Fang YE. Joint task offloading and resource allocation for double-IRS-aided offshore MEC systems[J]. Chinese Journal of Ship Research, 2025, 20(4): 303

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    Paper Information

    Category: Weapon, Electronic and Information System

    Received: May. 7, 2024

    Accepted: --

    Published Online: Sep. 11, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03914

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