首页|期刊导航|传感技术学报|无线传感器网络下多级迭代并行干扰消除方法

无线传感器网络下多级迭代并行干扰消除方法OA

Multi Level Iterative Parallel Interference Cancellation Method in Wireless Sensor Networks

中文摘要英文摘要

在多用户场景下,无线传感器网络节点之间呈现多层级属性,并行的节点网络会发生干扰.为此,提出一种无线传感器网络下多级迭代并行干扰消除方法.对无线传感器网络节点展开周期性唤醒,结合压缩感知理论,将干扰源定位问题转化为稀疏向量重构问题,通过分析功率变化规律,确定多级迭代并行干扰源的位置.通过最大信干噪比干扰对齐算法,获取无线传感器网络的预编码矩阵和干扰消除矩阵,展开多级迭代并行干扰的空间对齐,构建双目标最佳博弈模型,最终实现无线传感器网络下多级迭代并行干扰消除.仿真结果表明:所提方法的ErrL取值在0.1 m以下,残余干扰量控制在10 dB左右,误码率低于 0.05%,具有良好的无线传感器网络下多级迭代并行干扰消除性能.

In multi-user scenarios,wireless sensor network nodes exhibit multi-level attributes,and parallel node networks may experience interference.To this end,a multi-level iterative parallel interference cancellation method is proposed for wireless sensor net-works.Periodic wake-up of wireless sensor network nodes is carried out,and combined with compressive sensing theory,the problem of interference source localization is transformed into a sparse vector reconstruction problem.By analyzing the power change law,the loca-tion of multi-level iterative parallel interference sources is determined.By using the maximum signal-to-noise ratio interference alignment algorithm,the precoding matrix and interference cancellation matrix of the wireless sensor network are obtained.Multi level it-erative parallel interference spatial alignment is carried out to construct a dual objective optimal game model,ultimately achieving multi-level iterative parallel interference cancellation in the wireless sensor network.The simulation results show that the ErrL value of the proposed method is below 0.1 m,the residual interference is controlled at around 10 dB,and the error rate is below 0.05%.It has good performance in multi-level iterative parallel interference cancellation in wireless sensor networks.

王小峰;任建国;王永红;郝耀军

忻州师范学院计算机系,山西 忻州 034000江苏师范大学计算机学院,江苏 徐州 221116忻州师范学院计算机系,山西 忻州 034000忻州师范学院计算机系,山西 忻州 034000

无线传感器网络并行干扰消除最大信干噪比干扰对齐算法多级迭代信干噪比

wireless sensor networkparallel interference cancellationmaximum signal-to-noise ratio interference alignment algorithmmulti level iterationsignal-to-noise ratio

《传感技术学报》 2026 (3)

653-658,6

山西省基础研究计划项目(202103021224330)

10.3969/j.issn.1004-1699.2026.03.024

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