International Journal of Communication Systems最新文献_第5页

Federated Learning–Based Green AI for Sustainable Energy Optimization in 6G WSN 基于联邦学习的6G WSN可持续能源优化绿色AI

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-08-12 DOI: 10.1002/dac.70594

Hongyuan Wang, Shikai He, Yiping Jiang, Lei Yang, Allwin Devaraj Stalin

{"title":"Federated Learning–Based Green AI for Sustainable Energy Optimization in 6G WSN","authors":"Hongyuan Wang, Shikai He, Yiping Jiang, Lei Yang, Allwin Devaraj Stalin","doi":"10.1002/dac.70594","DOIUrl":"https://doi.org/10.1002/dac.70594","url":null,"abstract":"<div>\u0000 \u0000 <p>The advent of 6G wireless sensor networks (WSNs) demands highly efficient, sustainable, and intelligent energy management strategies to support massive device connectivity and data-driven applications. Traditional centralized learning models are energy-intensive and pose serious privacy risks, making them unsuitable for resource-constrained WSN nodes. In this work, we propose a Federated Reinforcement Learning–based Green AI framework (Fed-RL-GAI) for sustainable energy optimization in 6G WSNs. Our approach combines federated averaging (FedAvg) with an energy-aware deep reinforcement learning (DRL) agent at each node to minimize local energy consumption while optimizing global system performance. Specifically, nodes locally train lightweight DRL models to manage their sleep–wake cycles and transmission schedules based on dynamic environmental conditions, and periodically aggregate model updates without sharing raw data. We introduce an adaptive client selection mechanism that prioritizes nodes with higher residual energy and better local model quality to participate in each training round, further enhancing sustainability. Extensive simulations under realistic 6G WSN scenarios demonstrate that Fed-RL-GAI reduces energy consumption by up to 35%, extends network lifetime by 42%, and achieves faster convergence compared to traditional FL and centralized DRL baselines. This study establishes a viable pathway toward integrating federated learning and green AI principles for the sustainable, intelligent operation of future 6G WSNs.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 14","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148704402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Design and Analysis of a Ring Dielectric Resonator Antenna Offering High Gain Over Wide Bandwidth 宽带高增益环形介质谐振器天线的设计与分析

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-08-11 DOI: 10.1002/dac.70586

Marasu Kumar Dileep, Koushik Dutta, Halappa Gajera, Aparajita Datta Sinha, Anekere Channakeshava Lakshmikantha

{"title":"Design and Analysis of a Ring Dielectric Resonator Antenna Offering High Gain Over Wide Bandwidth","authors":"Marasu Kumar Dileep, Koushik Dutta, Halappa Gajera, Aparajita Datta Sinha, Anekere Channakeshava Lakshmikantha","doi":"10.1002/dac.70586","DOIUrl":"https://doi.org/10.1002/dac.70586","url":null,"abstract":"<div>\u0000 \u0000 <p>A wideband coaxial-fed ring dielectric resonator antenna (DRA) design is presented, offering uniform high gain over its wide operating bandwidth. The proposed antenna uses a simple, compact, and cost-effective coaxial edge-feeding to achieve a wideband broadside radiation pattern. A comprehensive theoretical analysis is carried out to investigate the role of the substrate in bandwidth enhancement by accurately estimating the resonating frequencies of the ring DRA. To improve the antenna gain, a compact metallic wall is introduced using a small antenna footprint. Experimental results demonstrate an impedance bandwidth of 49.5% (11.55–19.15 GHz). The broadside gain consistently exceeds 15 dBi over the band, reaching a peak value of 15.65 dBi. The proposed antenna exhibits a highly compact profile (2.5λ × 2.5λ × 0.7λ) while simultaneously offering high gain and wide bandwidth. In addition, the antenna exhibits excellent polarization purity, with cross-polarization isolation better than 45 and 35 dB in the E- and H-plane, respectively. Owing to its compact size, wide bandwidth, and high gain features, the proposed ring DRA is well suited for Ku-band high-gain applications and can be extended to higher frequencies.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 14","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148704484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Ocotillo-Optimized Modulated FSO Link With OFDM-Málaga Channel for 5G/6G Under Pointing Errors and Turbulence 基于OFDM-Málaga信道的5G/6G定向误差和湍流下ocotillo优化调制FSO链路

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-08-04 DOI: 10.1002/dac.70579

D. Anand Kumar, Paruchuri Srinivas, Bokkisam Venkata Sai Sailaja

{"title":"Ocotillo-Optimized Modulated FSO Link With OFDM-Málaga Channel for 5G/6G Under Pointing Errors and Turbulence","authors":"D. Anand Kumar, Paruchuri Srinivas, Bokkisam Venkata Sai Sailaja","doi":"10.1002/dac.70579","DOIUrl":"https://doi.org/10.1002/dac.70579","url":null,"abstract":"<div>\u0000 \u0000 <p>Free-space optical (FSO) communication systems face significant performance degradation due to atmospheric turbulence and pointing errors, which reduce spectral efficiency, limit data rates, and affect link reliability. This work proposes an Ocotillo-optimized modulated FSO (OM-FSO) system that employs the Málaga distribution to accurately represent turbulence and integrates the Ocotillo optimization algorithm (OcOA) with a low-intermediate frequency (low-IF) receiver to enhance system performance. The proposed design improves spectral efficiency, increases data transmission rates, and reduces bit error rate (BER) while maintaining robustness under severe atmospheric variations. Simulation results show that for a 20-km link, the system achieves a reduction in required transmission power of 20.4 dB under clear conditions and 20.53 dB under strong turbulence at a BER of 10<sup>–7.2</sup>. Furthermore, it attains a spectral efficiency of 154 bits/s/Hz and a data rate exceeding 870 Gbps. These results demonstrate that the optimized OM-FSO system offers a resilient and efficient solution for long-distance FSO communication.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 13","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148752517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Federated Anomaly Detection for IoMT Networks: Privacy-Preserving Design, Lightweight Implementation, and Runtime Evaluation IoMT网络的联邦异常检测：隐私保护设计、轻量级实现和运行时评估

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-08-04 DOI: 10.1002/dac.70581

Mahdi Ajdani, Maziar Asmani, Asif ali laghari

{"title":"Federated Anomaly Detection for IoMT Networks: Privacy-Preserving Design, Lightweight Implementation, and Runtime Evaluation","authors":"Mahdi Ajdani, Maziar Asmani, Asif ali laghari","doi":"10.1002/dac.70581","DOIUrl":"https://doi.org/10.1002/dac.70581","url":null,"abstract":"<div>\u0000 \u0000 <p>The rapid integration of Internet of Things (IoT) in the healthcare domain has led to the emergence of the Internet of Medical Things (IoMT), which introduces significant benefits in patient monitoring and real-time medical services. However, IoMT networks are inherently vulnerable due to resource constraints, heterogeneous devices, and sensitivity of medical data. In this paper, we propose a novel federated learning-based anomaly detection system (Fed-ADS) designed specifically for IoMT networks. Our system leverages local training of lightweight ML models on resource-constrained IoMT devices and employs secure model aggregation at the gateway to preserve privacy and avoid centralized data collection. To address real-world challenges, we implement and evaluate our system on a real IoMT testbed using Raspberry Pi devices under various attack scenarios. Furthermore, we examine the impact of privacy-preserving techniques such as differential privacy on detection accuracy and system overhead. The runtime evaluation shows that our approach achieves high detection accuracy (over 94%) with minimal CPU and memory usage (under 3%), making it suitable for practical deployment in medical environments.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 13","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148752520","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Design, Parametric Investigation, and Performance Enhancement of a Novel Metamaterial–Inspired AMC-Backed UWB Antenna for Wearable and IoT Application 用于可穿戴和物联网应用的新型超材料启发的amc支持UWB天线的设计，参数研究和性能增强

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-08-04 DOI: 10.1002/dac.70587

Nishant Kumar, Rashmi Sinha

{"title":"Design, Parametric Investigation, and Performance Enhancement of a Novel Metamaterial–Inspired AMC-Backed UWB Antenna for Wearable and IoT Application","authors":"Nishant Kumar, Rashmi Sinha","doi":"10.1002/dac.70587","DOIUrl":"https://doi.org/10.1002/dac.70587","url":null,"abstract":"<div>\u0000 \u0000 <p>Internet-of-Things (IoT) and wearable devices require compact, wideband, and efficient antennas that can be used in close proximity to the human body. Traditional ultra-wideband (UWB) antennas are seriously affected by performance degradation in the vicinity of human tissues because of detuning, low gain, and high specific absorption rate (SAR). In order to address these drawbacks, this paper introduces a miniaturized UWB antenna with a metamaterial-inspired multi-resonant artificial magnetic conductor (AMC). The antenna is fabricated on an FR4 substrate and optimized through careful parametric analysis in order to attain broadband operation between 3.2 and 9.7 GHz. A novel UWB antenna and AMC unit cell is modeled as an equivalent LC circuit that offers an in-phase reflection at three resonant frequencies. The UWB antenna, with the support of the AMC, shows a high gain boost of about 3 dB, increasing from 1.9 to 4.7 dB at 5 GHz and 1.5 to 3.5 dB at 8 GHz. At 5 GHz, the standalone antenna is 73.5% radiation efficient, and at 8 GHz, the radiation efficiency is 76.0%. With the addition of the AMC, the efficiency decreases to 65.3% and 75.0% respectively, because of the extra dielectric losses in the AMC substrate, although the realized gain increases by about 3 dB because of increased forward directivity. Multilayer human phantom SAR assessment shows a significant decrease compared with that of standalone antennas, with 1.57 W/kg at 5 GHz and 0.163 W/kg at 8 GHz measured, which meets both FCC and ICNIRP safety limits. The proposed design has been thoroughly compared against the AMC-based wearable antennas recently reported, which allows the conclusion that the given solution reaches a higher gain-to-size ratio and safety level, making it one of the most promising solutions to be implemented in the next-generation wearable and IoT applications.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 13","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148752692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Wideband Compact Designs of Circular and Equilateral Triangular Microstrip Antennas Employing Rectangular Slots Cut Ground Plane 采用矩形槽切地平面的圆形和等边三角形微带天线的宽带紧凑设计

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-08-02 DOI: 10.1002/dac.70585

Amit A. Deshmukh, Gaurang Ganjre, Soham Hanchate, Venkata A. P. Chavali

{"title":"Wideband Compact Designs of Circular and Equilateral Triangular Microstrip Antennas Employing Rectangular Slots Cut Ground Plane","authors":"Amit A. Deshmukh, Gaurang Ganjre, Soham Hanchate, Venkata A. P. Chavali","doi":"10.1002/dac.70585","DOIUrl":"https://doi.org/10.1002/dac.70585","url":null,"abstract":"<div>\u0000 \u0000 <p>Compact and wider bandwidth designs of proximity fed circular and equilateral triangular microstrip antennas backed by rectangular slots cut ground plane are proposed. Slot on the ground plane reduces the fundamental mode frequency on each of the patches that yield wideband characteristics in a lower frequency band. Among the proposed designs, circular patch and its multi-resonator variations employing slots cut ground plane achieve optimum results. The single circular patch achieves 22.5% reduction in fundamental mode frequency, 47.66% reduction in patch area, 0.027λ<sub>g11</sub> reduction in thickness of the substrate supported with 10% increase in reflection coefficient bandwidth. Gap-coupled circular patch designs achieve 10% reduction in the start frequency of the bandwidth, more than 30% reduction in the total patch area, with more than 15% increase in the bandwidth. For all these improvements, slot cut ground plane antenna exhibits only 1 dBi reduction in the peak broadside gain. Considering all the antenna parameters together, slots cut ground plane present substantial improvement, so as to achieve a compact wideband solution. Design methodology for circular patch employing slot cut ground plane is presented. It is useful in realizing similar configuration as per specific frequency band of wireless application. Measurements in the proposed designs have been carried out that show close agreement against the simulation.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 13","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148752617","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Lightweight Identity Authentication Protocol for Internet of Vehicles Based on Chameleon Hash Function 基于变色龙哈希函数的车联网轻量级身份认证协议

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-07-30 DOI: 10.1002/dac.70575

Yu Chen, Li Cao, Honglei Men, Jianmin He, Zijian Dong, Shiyu Fan

{"title":"Lightweight Identity Authentication Protocol for Internet of Vehicles Based on Chameleon Hash Function","authors":"Yu Chen, Li Cao, Honglei Men, Jianmin He, Zijian Dong, Shiyu Fan","doi":"10.1002/dac.70575","DOIUrl":"https://doi.org/10.1002/dac.70575","url":null,"abstract":"<div>\u0000 \u0000 <p>The open nature of Internet of Vehicles (IoV) wireless channels necessitates robust identity authentication. However, existing schemes based on public key infrastructure (PKI) or identity-based cryptography (IBC) often suffer from high computational and communication overheads, making them unsuitable for resource-constrained vehicular environments. To address these limitations, this paper proposes a lightweight authentication and key agreement protocol utilizing chameleon hash functions (CHF) and elastic bloom filters (EBF). Specifically, an optimized caching mechanism, the quick validation table (QVT), is integrated into the protocol to facilitate certificateless key agreement, ensuring anonymity without continuous third-party dependence during cross-domain handovers. By leveraging CHF's controllable collisions to replace complex cryptographic primitives and integrating EBF's probabilistic storage, the protocol significantly optimizes efficiency. Comparative analysis against state-of-the-art lightweight schemes demonstrates reductions of 68.7% in authentication time, 52% in computational overhead, and 74.5% in communication load. Formal security verification under the real-or-random (ROR) model confirms the protocol's resistance to simulation, replay, and session key attacks, ensuring forward/backward secrecy.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 13","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148617022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Multimodal Fusion Graph Convolutional Network With Pufferfish Optimization Algorithm–Based Latency Aware Predictive Routing Model for Network-on-Chip Architectures 基于河豚鱼优化算法的多模态融合图卷积网络的片上网络延迟感知预测路由模型

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-07-29 DOI: 10.1002/dac.70566

P. Sivagamasundhari, M. Santhi

{"title":"A Multimodal Fusion Graph Convolutional Network With Pufferfish Optimization Algorithm–Based Latency Aware Predictive Routing Model for Network-on-Chip Architectures","authors":"P. Sivagamasundhari, M. Santhi","doi":"10.1002/dac.70566","DOIUrl":"https://doi.org/10.1002/dac.70566","url":null,"abstract":"<div>\u0000 \u0000 <p>Network-on-chip (NoC) architectures are the building blocks of high-performance computing systems, but routing inefficiencies tend to increase latency and congestion, which ultimately constrain overall performance. In this manuscript, a novel enhanced deep learning-based latency-aware predictive routing model (LAPR) is presented that adapts packet flow dynamically to minimize communication delays in NoC architectures. The developed architecture exploits a multimodal fusion graph convolutional network (MF-GCN) to model source and channel sequence feature vectors for the prediction of NoC traffic patterns. MF-GCN captures spatial and sequential details through features associated with source and channel queuing delays and significantly enhances prediction accuracy. In addition, effective routing routes are dynamically optimized through the utilization of the presented PufferFish Optimization Algorithm (POA) with exploration and exploitation trade-offs according to varying network conditions, thus improving network performance. Consequently, the optimized LAPR greatly enhances communication efficiency in NoC structures. The model is implemented in Python, and the performance metrics of latency, throughput, squared correlation coefficient (SCC), and normalized root mean square error (NRMSE) are measured. The proposed MF-GCN-POA recorded 22.72% less energy consumption, 18.63% less NRMSE, 27.23% higher SCC, 27.09% less latency, and 23.77% better throughput. All these outcomes demonstrate the model's capability to reduce communication efficiency with dynamic traffic conditions in mind, indicating its potential as a next-generation high-performance computing system solution and for intricate NoC environments.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 13","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148616481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Wolf-Bird Optimization Algorithm and PROMETHEE-Based Energy and Secure Cluster-Routing Protocol for Green Communication in IoT 面向物联网绿色通信的狼鸟优化算法和基于promeee的能量安全集群路由协议

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-07-29 DOI: 10.1002/dac.70564

Jamuna Rani, D. Santhakumar

{"title":"Wolf-Bird Optimization Algorithm and PROMETHEE-Based Energy and Secure Cluster-Routing Protocol for Green Communication in IoT","authors":"Jamuna Rani, D. Santhakumar","doi":"10.1002/dac.70564","DOIUrl":"https://doi.org/10.1002/dac.70564","url":null,"abstract":"<div>\u0000 \u0000 <p>Internet of things (IoT) facilitates large-scale data exchange and pervasive connectivity between heterogeneous sensor nodes during its adoption in intelligent decision making and automation applications. Energy and secure cluster-based routing protocols in IoT are essential for establishing green communication because they minimize energy consumption, prolong network lifetime, and improve data security by selecting potential cluster heads (CHs). These clustering-based routing protocols implemented using meta-heuristic swarm intelligent algorithms determine superior near-optimal solutions, which help in achieving the necessitated degree of quality of service (QoS) in IoT networks. In this paper, Wolf-Bird Optimization Algorithm–based Intelligent Clustering Mechanism (WBOAICM) is proposed for constructing optimal clusters, which minimize energy utilization to extend network lifetime. This WBOAICM scheme uses a fitness function formulated using delay, energy, distance, jitter, and packet forwarding potential to facilitate energy and trustful nodes to be selected as CHs in the clustering process. It uses the merits of Wolf-Bird Optimization Algorithm (WBOA), which establishes a better balance between the exploration and exploitation phases such that superior CHs are selected in the network. It then uses Multipolar Fuzzy N-Soft Preference Ranking Organization Method for Enrichment Evaluations model for determining sensor nodes' trust using direct and indirect interaction to prevent malevolent nodes from being selected as CHs. The simulation results of this proposed WBOAICM scheme under different rounds sustained 15.64%, a greater number of operating IoT nodes. The results confirmed minimized energy consumption of 21.72% and improved packet delivery rate of 19.54% under different base station locations and network area.</p>\u0000 </div>","PeriodicalId":13946,"journal":{"name":"International Journal of Communication Systems","volume":"39 13","pages":""},"PeriodicalIF":1.8,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148616548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Correction to “QoS-Aware Relay Node Deployment for Wireless Sensor Networks Using a Repair-Based Multiobjective Evolutionary Algorithm” 对“基于修复的多目标进化算法的无线传感器网络qos感知中继节点部署”的修正

IF 1.8 4区计算机科学

International Journal of Communication Systems Pub Date : 2026-07-27 DOI: 10.1002/dac.70584

引用次数: 0