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Soft information acceleration aided subspace suppression MIMO detection 软信息加速辅助子空间抑制 MIMO 检测
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-07-06 DOI: 10.1186/s13638-024-02381-5
XiaoXiong Xiong, Chao Dong, Yaohui Bian, Kai Niu

In this paper, a multiple-input multiple-output detection structure called soft information acceleration (SIA) is proposed, which is suitable for simplifying the two-stage subspace marginalization with interference suppression (SUMIS) into one stage. The proposed one-stage method outperforms the conventional two-stage SUMIS when the subspace size is large enough. The performance advantage of the proposed SUMIS-SIA mainly results from the average number of soft information updates being equal to the ’subspace size,’ instead of only once during the two-stage SUMIS detection. Thus, the SUMIS-SIA achieves a better trade-off between performance and complexity. To further reduce the complexity, a channel-shortening method based on subspace suppression is proposed. Simulation results show that the proposed channel-shortening one-stage method also outperforms SUMIS, which benefits from SIA.

本文提出了一种称为软信息加速(SIA)的多输入多输出检测结构,它适用于将带干扰抑制的两阶段子空间边际化(SUMIS)简化为一个阶段。当子空间足够大时,所提出的单级方法优于传统的两级 SUMIS。建议的 SUMIS-SIA 的性能优势主要源于软信息更新的平均次数等于 "子空间大小",而不是在两阶段 SUMIS 检测中只更新一次。因此,SUMIS-SIA 在性能和复杂性之间实现了更好的权衡。为了进一步降低复杂性,我们提出了一种基于子空间抑制的信道缩短方法。仿真结果表明,所提出的单级信道缩短方法也优于受益于 SIA 的 SUMIS 方法。
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引用次数: 0
An adaptive MLP-based joint optimization of resource allocation and relay selection in device-to-device communication using hybrid meta-heuristic algorithm 基于自适应 MLP 的设备对设备通信中资源分配和中继选择联合优化混合元启发式算法
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-26 DOI: 10.1186/s13638-024-02379-z
Ramesh Babu Chennaboin, S. Nandakumar
<p>Enhancement in both energy efficiency and spectral efficiency in cellular networks is made possible by means of an advanced technique called device-to device (D2D) communication. The enhancement of these efficiencies is done by utilizing the cellular user (CU) resources once again to make communication with nearby cellular devices in an effective manner by spectral means. As the D2D communication technology is capable of providing a direct communication link with nearby devices effectively with enhanced spectral efficacy, this approach is considered as an ideal solution for the futuristic cellular communication network. A flexible and reliable relay-assisted communication by means of D2D technology is required that acts as an intermediate relay when the attenuation between the channels across the D2D devices becomes high. The throughput of the system is increased by utilizing D2D communication technology as it uses direct data transmission within cellular devices. When the cellular user is far apart from one another, the data loss in the D2D communication system is minimized with the utilization of the relay. When the channels are good, then the relay nodes (RNs) serve the cellular user. However, it is noted that the D2D systems are affected by issues such as higher consumption of energy and spectral sharing. Also, the sum rate gets degraded as a result of mutual interference between resource-sharing cellular devices in the relay-assisted D2D communication system. The transmission of the data in a traditional relay-assisted D2D communication system is carried out between the D2D receiver (DR) and D2D transmitter (DT) only with the utilization of its own energy by the RN. The issues in relay selection and resource allocation in the conventional joint resource allocation schemes are tackled by executing a scheme for performing the task of optimal relay selection and joint resource allocation. The enhancement of the overall sum rate in the D2D communication is the main motive behind the implemented scheme. This goal is attained along with the minimization of the link rates in the cellular and D2D networks. The ideal selection of the relay and the execution of the joint resource allocation are done with the utilization of a new optimization scheme called the hybrid flow direction with the chameleon swarm algorithm (HFDCSA), in which the flow direction algorithm (FDA) is fused along with chameleon swarm algorithm. This optimal selection of the relays is assisted by considering constraints like the network’s sum rate and energy efficiency in the network to achieve high performance. The data obtained from distinct sources are given to the adaptive multi-layer perceptron (AMLP) in which optimal resource allocation and the relay selection are performed with the help of the suggested HFDCSA. The parameters in the MLP are tuned by the same HFDCSA. Finally, the performance validation is conducted in the stage to verify the working of the suggested approac
通过一种称为设备对设备(D2D)通信的先进技术,可以提高蜂窝网络的能效和频谱效率。这些效率的提高是通过再次利用蜂窝用户(CU)资源,以有效的频谱方式与附近的蜂窝设备进行通信来实现的。由于 D2D 通信技术能够有效地提供与附近设备的直接通信链路,并提高频谱效率,因此这种方法被认为是未来蜂窝通信网络的理想解决方案。需要利用 D2D 技术实现灵活可靠的中继辅助通信,在 D2D 设备之间的信道衰减变大时充当中间中继。由于 D2D 通信技术使用蜂窝设备内的直接数据传输,因此利用这种技术可以提高系统的吞吐量。当蜂窝用户之间相距甚远时,利用中继技术可将 D2D 通信系统中的数据损失降至最低。当信道良好时,中继节点(RN)就会为蜂窝用户服务。然而,人们注意到 D2D 系统受到较高能耗和频谱共享等问题的影响。此外,在中继辅助 D2D 通信系统中,资源共享蜂窝设备之间的相互干扰也会导致总和速率下降。在传统的中继辅助 D2D 通信系统中,D2D 接收机(DR)和 D2D 发射机(DT)之间的数据传输仅利用 RN 自身的能量。传统联合资源分配方案中的中继选择和资源分配问题,通过执行优化中继选择和联合资源分配任务的方案得到了解决。提高 D2D 通信的总和速率是实施方案的主要动机。在实现这一目标的同时,还要尽量降低蜂窝网络和 D2D 网络中的链路速率。中继站的理想选择和联合资源分配的执行是利用一种名为 "混合流向与变色龙蜂群算法(HFDCSA)"的新优化方案完成的,其中流向算法(FDA)与变色龙蜂群算法相融合。考虑到网络总和率和网络能效等约束条件,这种中继站的优化选择有助于实现高性能。从不同来源获得的数据将提供给自适应多层感知器(AMLP),该感知器在建议的 HFDCSA 的帮助下进行优化资源分配和中继选择。MLP 中的参数由相同的 HFDCSA 调整。最后,在此阶段进行性能验证,以验证所建议方法的有效性。
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引用次数: 0
Analyzing radiowave multiple diffraction from a low transmitter in vegetated urban areas using a spherical-wave UTD–PO approach 利用球面波UTD-PO方法分析城市植被区低发射机的无线电波多重衍射
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-20 DOI: 10.1186/s13638-024-02382-4
José Lorente-López, José-Víctor Rodríguez, María-Teresa Martínez-Inglés, Jose-Maria Molina Garcia-Pardo, Ignacio Rodríguez-Rodríguez, Leandro Juan-Llácer

This article introduces a uniform theory of diffraction–physical optics (UTD–PO) formulation for analyzing radiowave multiple diffraction emanating from trees and buildings in green urban areas, considering illumination from a low transmitter and assuming spherical-wave incidence. Based on Babinet’s principle, this solution models buildings as rectangular sections and accounts for the influence of tree crowns (assuming these rise above the average rooftop height) by incorporating appropriate attenuation factors/phasors into the diffraction phenomena of buildings. The validation of the formulation is achieved through measurements made at the 39 GHz 6G mmWave frequency on a scale model of a green urban environment comprising bonsai trees and bricks. The main advantage of the proposed solution is that the calculations only include single diffractions due to recursion, circumventing the need to use higher-order diffraction terms in the diffraction coefficients, thus reducing the computation time and power. Our results may be beneficial for the design of mobile communication systems, including 6G networks, situated in green urban areas and with transmission source positioned lower than the surrounding infrastructure.

本文介绍了一种统一的衍射物理光学理论(UTD-PO)公式,用于分析城市绿地中树木和建筑物产生的无线电波多重衍射,考虑了低发射器的照明并假设球面波入射。根据巴比内原理,该方案将建筑物建模为矩形截面,并通过在建筑物衍射现象中加入适当的衰减系数/相位来考虑树冠的影响(假设树冠高于屋顶平均高度)。通过在一个由盆景树和砖块组成的绿色城市环境比例模型上进行 39 GHz 6G 毫米波频率的测量,验证了该方案的有效性。提出的解决方案的主要优点是计算只包括递归引起的单次衍射,避免了在衍射系数中使用高阶衍射项,从而减少了计算时间和功率。我们的研究结果可能有利于设计移动通信系统,包括 6G 网络,这些系统位于绿色城区,其发射源位置低于周围的基础设施。
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引用次数: 0
Highly compact UWB-MIMO antenna with sharp multi-stop band characteristics 高度紧凑的 UWB-MIMO 天线,具有敏锐的多频带特性
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-17 DOI: 10.1186/s13638-024-02369-1
Preeti Pannu

With multi-band rejection characteristics, a new low-profile antenna of size 34 × 34 mm2 is conferred in this article. It consists of quad identical monopole elements (originated orthogonally), contributing ultra-wideband characteristics in the system. The single unit of the proposed design consists of a modified spinning-top shape radiator (MSTSR), excited by a tapered microstrip line feed (TMLF) and semi-circular ground. An excellent bandwidth of 3–12.9 GHz (where S11 < − 10 dB) is obtained at each port. By inserting the structure of four spiral coils, a sharp notch ranging from 7.9 to 8.5 GHz is achieved to filter the X-band satellite communication uplink. In addition, a circular spiral slot in the radiator near the ground plane creates a stop band at 7.35–7.565 GHz band (satellite communication downlink band). Furthermore, symmetrical rectangular trapezoid resonators and inverted symmetrical rectangular trapezoid structures near the feed line are responsible for the elimination of interferences at 5.5 GHz lower WLAN and 3.5 GHz WiMAX respectively. The FR-4 substrate used for the UWB-MIMO design fabrication process and fabricated results are found in good match with the simulated results. Also, the design provides good performance metrics such as total active reflection coefficient, diversity gain, channel capacity loss, isolation, and envelope correlation coefficient.

本文介绍了一种具有多频带抑制特性的新型扁平天线,尺寸为 34 × 34 mm2。它由四个相同的单极元件(正交起源)组成,为系统提供了超宽带特性。拟议设计的单个单元由改良旋顶形辐射器(MSTSR)组成,由锥形微带线馈电(TMLF)和半圆形接地激发。每个端口都能获得 3-12.9 GHz 的出色带宽(其中 S11 < - 10 dB)。通过插入四个螺旋线圈的结构,实现了从 7.9 到 8.5 GHz 的尖锐缺口,以过滤 X 波段卫星通信上行链路。此外,靠近地平面的辐射器上的圆形螺旋槽在 7.35-7.565 GHz 频段(卫星通信下行链路频段)形成了一个阻带。此外,馈电线附近的对称矩形梯形谐振器和倒对称矩形梯形结构分别负责消除 5.5 GHz 下 WLAN 和 3.5 GHz WiMAX 的干扰。UWB-MIMO 设计使用的 FR-4 基板的制造工艺和制造结果与模拟结果非常吻合。此外,该设计还提供了良好的性能指标,如总有源反射系数、分集增益、信道容量损耗、隔离度和包络相关系数。
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引用次数: 0
A multi path routing protocol with efficient energy consumption in IoT applications real time traffic 物联网应用实时流量中的高效能耗多路径路由协议
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-08 DOI: 10.1186/s13638-024-02377-1
Radwan S. Abujassar

The extensive utilization of IoT applications leads to the aggregation of a substantial volume of data, presenting a crucial challenge in terms of data routing within these networks. RPL intentionally surpasses the limitations sometimes observed in low-power and lossy networks, which are particularly prevalent in IoT networks. The RPL protocol is designed specifically for static networks that do not involve mobility or topological changes. The RPL protocol guarantees continuous connectivity between nodes and mitigates the risk of data loss in stationary IoT applications that do not involve mobility or alterations in network configuration. The article utilizes a mobility aid technology known as network performance stability using the intelligent routing protocol (nPSIR), which expands upon RPL. The Mobility Support Entity (nPSIR) facilitates the displacement of all nodes, with the exception of the root node, and ensures uninterrupted connection during mobility. Moreover, it deals with the situation where there is a physical barrier between two interconnected nodes in a changing environment. In order to achieve this objective, it employs a dynamic trickle timer that operates within two distinct ranges. Furthermore, it utilizes a neighbor link quality table, a mechanism for selecting the most beneficial parent node in the event of migration, a measure of confidence, the identification of crucial regions, and a blacklist. Multiple simulations validate that nPSIR effectively decreases hand-off delay and improves packet delivery, despite the minor drawbacks of increased signaling costs and power consumption. The delivery ratio decreases the quantity of lost data packets and surpasses both RPL as a responsive protocol and mRPL as a proactive protocol in relation to mobility.

物联网应用的广泛使用导致了大量数据的汇聚,给这些网络中的数据路由带来了严峻的挑战。RPL 协议有意超越了在低功耗和有损网络中有时观察到的限制,而这些限制在物联网网络中尤为普遍。RPL 协议专为不涉及移动性或拓扑变化的静态网络而设计。RPL 协议可保证节点之间的持续连接,并降低静态物联网应用中数据丢失的风险,这些应用不涉及移动性或网络配置的改变。文章采用了一种名为 "使用智能路由协议的网络性能稳定性"(nPSIR)的移动辅助技术,该技术是对 RPL 协议的扩展。移动性支持实体(nPSIR)有利于除根节点外所有节点的移动,并确保移动过程中的不间断连接。此外,它还能处理变化环境中两个互联节点之间存在物理障碍的情况。为了实现这一目标,它采用了在两个不同范围内运行的动态涓流定时器。此外,它还利用了邻居链路质量表、迁移时选择最有利父节点的机制、置信度、关键区域识别和黑名单。多次模拟验证表明,尽管 nPSIR 存在信令成本和功耗增加的小缺点,但它能有效减少移交延迟并提高数据包的传送率。传输率降低了丢失数据包的数量,在移动性方面超过了作为响应协议的 RPL 和作为主动协议的 mRPL。
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引用次数: 0
Performance analysis of partial NOMA-based layered D2D communications 基于部分 NOMA 的分层 D2D 通信的性能分析
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-07 DOI: 10.1186/s13638-024-02380-6
Jinjuan Ju, Qiang Sun

Conventionally, non-orthogonal multiple access (NOMA) has traditionally been implemented separately from orthogonal multiple access (OMA), aiming to improve the capacity of multi-user systems. However, a recent study has ventured beyond this conventional approach by integrating OMA and NOMA proportionally within the same system. In spite of these advancements, the consideration towards optimizing multi-user systems remains incomplete especially when user service requirements vary significantly. Therefore, this paper explores a novel layered device-to-device (D2D) partial NOMA (P-NOMA) scheme, which introduces a hybrid power-domain access method into multi-user systems. The analysis primarily focuses on evaluating both the system performance and the impact of various parameters on it. In contrast to conventional fully overlapped NOMA signals, P-NOMA signals are partially overlapped with an overlap rate that can be determined based on quality-of-service (QoS) requirements. Simulation results demonstrate that judicious utilization of P-NOMA can effectively enhance overall system performance, particularly in terms of sum rate (SR) metrics, while also flexibly accommodating diverse QoS requirements for multiple users.

传统上,非正交多址接入(NOMA)与正交多址接入(OMA)是分开实施的,目的是提高多用户系统的容量。不过,最近的一项研究超越了这一传统方法,将正交多址接入和非正交多址接入按比例整合到同一系统中。尽管取得了这些进展,但对多用户系统优化的考虑仍不全面,尤其是在用户服务要求差异很大的情况下。因此,本文探讨了一种新颖的分层设备到设备(D2D)部分 NOMA(P-NOMA)方案,将混合功率域接入方法引入多用户系统。分析主要侧重于评估系统性能和各种参数对系统性能的影响。与传统的完全重叠 NOMA 信号不同,P-NOMA 信号是部分重叠的,重叠率可根据服务质量(QoS)要求确定。仿真结果表明,合理利用 P-NOMA 可以有效提高系统的整体性能,特别是在总和速率 (SR) 指标方面,同时还能灵活地满足多个用户的不同 QoS 要求。
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引用次数: 0
Ant colony optimization-based solution to optimize load balancing and throughput for 5G and beyond heterogeneous networks 基于蚁群优化的解决方案,优化 5G 及其他异构网络的负载平衡和吞吐量
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-02 DOI: 10.1186/s13638-024-02376-2
Mohammed Jaber Alam, Ritesh Chugh, Salahuddin Azad, Md Rahat Hossain

The escalating demand for data in wireless communication systems has posed significant challenges in recent years. This trend is predicted to continue, with explosive data usage and evolving quality of service demands from mobile users. The rapid increase in traffic demand, combined with the intricate nature of heterogeneous network (HetNet) scenarios, has significantly heightened the challenges confronting mobile network operators. These challenges encompass service quality, load distribution, coverage, and the overall user experience. Conventional approaches that prioritize maximum received power in the cell association mechanism tend to sustain network imbalances within the HetNets, making it difficult to cater for the diverse traffic requirements of mobile users. In this study, instead of focusing solely on enhancing individual user downlink rates, we maximize the number of users whose downlink needs are satisfied by integrating a cell range extension (CRE) technique with an ant colony optimization algorithm. Our proposed method considers both the workload of base stations and the signal to interference-plus-noise ratio of user devices to formulate an objective function aimed at calculating specific CRE bias values for individual small base stations. A comparative analysis of the proposed approach with existing techniques demonstrates its effectiveness. Simulation results underscore the success of our proposed strategy in meeting users’ throughput needs while reducing network imbalances and call drop rates.

近年来,无线通信系统对数据的需求不断攀升,带来了巨大的挑战。随着数据使用量的爆炸式增长和移动用户对服务质量要求的不断提高,预计这一趋势将持续下去。流量需求的快速增长,加上异构网络(HetNet)场景的复杂性,大大加剧了移动网络运营商所面临的挑战。这些挑战包括服务质量、负载分配、覆盖范围和整体用户体验。在小区关联机制中优先考虑最大接收功率的传统方法往往会导致 HetNet 内的网络失衡,从而难以满足移动用户的各种流量需求。在本研究中,我们并不只关注提高单个用户的下行链路速率,而是通过将小区范围扩展(CRE)技术与蚁群优化算法相结合,最大限度地满足下行链路需求的用户数量。我们提出的方法既考虑了基站的工作量,也考虑了用户设备的信号干扰加噪声比,从而制定了一个目标函数,旨在为单个小型基站计算特定的 CRE 偏置值。对拟议方法与现有技术的比较分析表明了该方法的有效性。仿真结果表明,我们提出的策略成功地满足了用户的吞吐量需求,同时降低了网络失衡和掉话率。
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引用次数: 0
Improving power efficiency in 6G wireless communication networks through reconfigurable intelligent surfaces for different phase information 通过针对不同相位信息的可重构智能表面提高 6G 无线通信网络的能效
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-29 DOI: 10.1186/s13638-024-02347-7
Amin Mahmoudi Rad, Jafar Pourrostam, Mohammad Ali Tinati

With increasing needs for high-bitrate, ultra-reliability, spectral efficiency, power efficiency, and reducing latency in the wireless network, global studies on the sixth generation of this network began in 2020. In this paper, we will look at intelligent reconfigurable surface structure and its application in new promising physical layer technologies, such as terahertz communications and UM-MIMO systems, to support very high-bitrate and superior network capacity in the 6G wireless communications. However, terahertz communications and UM-MIMO systems are the primary research points and confront many challenges for practical implementation. They require many RF chains and create problems in terms of cost and hardware complexity which RIS can simplify hardware and reduce cost. Therefore, we will present different modeling of wireless communication systems based on RIS for different phase information. Simulation results obtained by examining SNR performance and the error probability that shows the improvement of the received signal quality. According to results, RIS-based wireless communications can become an optimized model for future wireless communication systems.

随着对无线网络的高比特率、超高可靠性、频谱效率、功率效率和减少延迟的需求不断增加,全球于 2020 年开始研究第六代无线网络。本文将探讨智能可重构表面结构及其在太赫兹通信和 UM-MIMO 系统等前景广阔的新物理层技术中的应用,以支持 6G 无线通信中的超高比特率和卓越的网络容量。然而,太赫兹通信和 UM-MIMO 系统是研究的重点,在实际应用中面临许多挑战。它们需要许多射频链,并在成本和硬件复杂性方面造成问题,而 RIS 可以简化硬件并降低成本。因此,我们将介绍不同相位信息下基于 RIS 的无线通信系统的不同模型。通过检测信噪比性能和误差概率得出的仿真结果显示了接收信号质量的改善。根据结果,基于 RIS 的无线通信可以成为未来无线通信系统的优化模型。
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引用次数: 0
Multi-armed bandit approach for mean field game-based resource allocation in NOMA networks 基于平均场博弈的 NOMA 网络资源分配的多臂匪方法
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-27 DOI: 10.1186/s13638-024-02371-7
Amani Benamor, Oussama Habachi, Inès Kammoun, Jean-Pierre Cances

Facing the exponential demand for massive connectivity and the scarcity of available resources, next-generation wireless networks have to meet very challenging performance targets. Particularly, the operators have to cope with the continuous prosperity of the Internet of things (IoT) along with the ever-increasing deployment of machine-type devices (MTDs). In this regard, due to its compelling benefits, non-orthogonal multiple access (NOMA) has sparked a significant interest as a sophisticated technology to address the above-mentioned challenges. In this paper, we consider a hybrid NOMA scenario, wherein the MTDs are divided into different groups, each of which is allocated an orthogonal resource block (RB) so that the members of each group share a given RB to simultaneously transmit their signals. Firstly, we model the densely deployed network using a mean field game (MFG) framework while taking into consideration the effect of the collective behavior of devices. Then, in order to reduce the complexity of the proposed technique, we apply the multi-armed bandit (MAB) framework to jointly address the resource allocation and the power control problem. Thereafter, we derive two distributed decision-making algorithms that enable the users to autonomously regulate their transmit power levels and self-organize into coalitions based on brief feedback received from the base station (BS). Simulation results are given to underline the equilibrium properties of the proposed resource allocation algorithms and to reveal the robustness of the proposed learning process.

面对海量连接的指数级需求和可用资源的稀缺性,下一代无线网络必须达到极具挑战性的性能目标。特别是,运营商必须应对物联网(IoT)的持续繁荣和机器型设备(MTD)的不断增加部署。在这方面,非正交多址接入(NOMA)因其令人信服的优势而引发了极大的兴趣,成为应对上述挑战的先进技术。在本文中,我们考虑了一种混合 NOMA 方案,即将 MTD 分成不同的组,每个组分配一个正交资源块 (RB),以便每个组的成员共享一个给定的 RB 同时传输信号。首先,我们使用均场博弈(MFG)框架对密集部署的网络进行建模,同时考虑到设备集体行为的影响。然后,为了降低所提技术的复杂性,我们采用多臂匪徒(MAB)框架来共同解决资源分配和功率控制问题。之后,我们推导出两种分布式决策算法,使用户能够自主调节其发射功率水平,并根据从基站(BS)收到的简短反馈自组织联盟。仿真结果强调了所提资源分配算法的均衡特性,并揭示了所提学习过程的鲁棒性。
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引用次数: 0
Optimal station placement based on grey wolf optimizer for regional target localization 基于灰狼优化器的区域目标定位最佳台站布局
IF 2.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-05-13 DOI: 10.1186/s13638-024-02349-5
Zewen Wang, Dexiu Hu, Jie Huang, Min Xie, Chuang Zhao

The accuracy of target passive localization is influenced by the placement of signal receiving stations; therefore, many studies have been performed to optimize station placement. However, most of the present placement methods focus on the localization error of one target, and if the exact position of the target cannot be determined, but only the range of the target activity is known, how to study the localization station placement in a region is a problem that needs to be solved. This paper proposes a grey wolf optimization algorithm based on the regional target error model to solve the optimal station placement problem. Firstly, a regional target localization error model is established using the measured TDOA, and the overall error matrix within a region is derived. Then, by taking the trace of the error matrix as a criterion, the objective function is established to find the optimal location of the receiving station by grey wolf optimizer. The optimization parameters are also improved to increase the global search ability of the algorithm. Finally, the feasibility and reliability of the overall error model and the grey wolf algorithm proposed are verified by experiments from multiple perspectives. The station placement method proposed in this paper can effectively solve the localization problem of targets that are only known to be in a general activity region in advance, which is more realistic.

目标被动定位的准确性受信号接收站布设的影响,因此,人们为优化接收站布设进行了许多研究。然而,目前的布设方法大多只关注一个目标的定位误差,如果无法确定目标的准确位置,只知道目标的活动范围,如何研究区域内的定位台站布设是一个亟待解决的问题。本文提出了一种基于区域目标误差模型的灰狼优化算法来解决最优站点布设问题。首先,利用测得的 TDOA 建立区域目标定位误差模型,得出区域内的总体误差矩阵。然后,以误差矩阵的迹作为标准,建立目标函数,通过灰狼优化器找到接收站的最佳位置。同时改进优化参数,提高算法的全局搜索能力。最后,通过实验从多个角度验证了所提出的整体误差模型和灰狼算法的可行性和可靠性。本文提出的台站布设方法可以有效解决事先只知道目标在一般活动区域内的定位问题,比较符合实际情况。
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EURASIP Journal on Wireless Communications and Networking
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