首页 > 最新文献

Journal of Communications最新文献

英文 中文
Multi-windowing Technique for 5G and Beyond 5G及以后的多窗口技术
Q3 Engineering Pub Date : 2023-11-01 DOI: 10.12720/jcm.18.11.714-721
Mustafa Mohammed Heil, Ahmed Talaat Hammoodi, Jamal Mohammed Rasool
Recently, the development of mobile technology has reached a point that requires a high data rate with high waveform aspects. So, traditional ways are no further tolerable. With the dawn of the fifth generation (5G), researchers have been investigating its waveforms and experimenting the methods to improve it. This research examines universal filter multi-carrier (UFMC) for a novel strategy by employing multi-windowing UFMC-based (MW-UFMC) to boost the power spectral density (PSD). This was accomplished by lowering out-of-band emission (OOBE), bit error rate (BER), and adjacent channel leakage ratio (ACLR). The 256quadrature amplitude modulation (256QAM) mapping modulation method was employed in this work. 256QAM is the maximum modulation level that is standard for the third-generation partnership project (3GPP). The proposed MW-UFMC is compared with the conventional UFMC and cyclic prefix orthogonal frequency division multiplexing (CP-OFDM). The proposed multi-windowing technique presents a multistage service that offer a diversity of options to the network operator, which exhibits several advantages over existing methods. These include a lower BER, improved PSD, enhanced spectral efficiency (SE), reduced OOBE that increases capacity for accommodating more bits, decreased ACLR, and lower latency.
近年来,移动技术的发展已经达到了对高数据速率和高波形方面的要求。所以,传统的方式是不能容忍的。随着第五代(5G)的到来,研究人员一直在研究它的波形,并试验改进它的方法。本研究探讨了通用滤波器多载波(UFMC)作为一种新策略,利用多窗口UFMC (MW-UFMC)来提高功率谱密度(PSD)。这是通过降低带外发射(OOBE)、误码率(BER)和相邻信道泄漏比(ACLR)来实现的。本文采用256正交调幅(256QAM)映射调制方法。256QAM是第三代合作伙伴计划(3GPP)标准的最大调制级别。将所提出的MW-UFMC与传统的UFMC和循环前缀正交频分复用(CP-OFDM)进行了比较。所提出的多窗口技术提供了一种多阶段服务,为网络运营商提供了多种选择,与现有方法相比,它具有几个优势。这些改进包括更低的误码率、改进的PSD、增强的频谱效率(SE)、减少的OOBE(增加容纳更多比特的容量)、降低的ACLR和更低的延迟。
{"title":"Multi-windowing Technique for 5G and Beyond","authors":"Mustafa Mohammed Heil, Ahmed Talaat Hammoodi, Jamal Mohammed Rasool","doi":"10.12720/jcm.18.11.714-721","DOIUrl":"https://doi.org/10.12720/jcm.18.11.714-721","url":null,"abstract":"Recently, the development of mobile technology has reached a point that requires a high data rate with high waveform aspects. So, traditional ways are no further tolerable. With the dawn of the fifth generation (5G), researchers have been investigating its waveforms and experimenting the methods to improve it. This research examines universal filter multi-carrier (UFMC) for a novel strategy by employing multi-windowing UFMC-based (MW-UFMC) to boost the power spectral density (PSD). This was accomplished by lowering out-of-band emission (OOBE), bit error rate (BER), and adjacent channel leakage ratio (ACLR). The 256quadrature amplitude modulation (256QAM) mapping modulation method was employed in this work. 256QAM is the maximum modulation level that is standard for the third-generation partnership project (3GPP). The proposed MW-UFMC is compared with the conventional UFMC and cyclic prefix orthogonal frequency division multiplexing (CP-OFDM). The proposed multi-windowing technique presents a multistage service that offer a diversity of options to the network operator, which exhibits several advantages over existing methods. These include a lower BER, improved PSD, enhanced spectral efficiency (SE), reduced OOBE that increases capacity for accommodating more bits, decreased ACLR, and lower latency.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"41 9","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135456717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of 2.45GHz Circularly Polarized Tag Antenna 2.45GHz圆极化标签天线设计
Q3 Engineering Pub Date : 2023-10-01 DOI: 10.12720/jcm.18.10.608-612
Chung-Long Pan, Shuming T. Wang, Ping-Cheng Chen, Yen-Fu Chen
This paper presents the design and development of a circularly polarized (CP) tag antenna to overcome the polarization mismatch between the reader antenna and the tag antenna in RFID systems. This CP antenna is designed at 2.4 GHz for radio frequency identification (RFID) applications. It consists of a simple square loop loaded with an open gap, two feeding strips, and a matching stub. The antenna is fabricated on an FR4 substrate with a dielectric constant of 4.4, a dielectric loss tangent of 0.02, and a thickness of 0.8mm. In order to achieve conjugate matching between the circular tag antenna and the tag chip, the technique of loading a matching short line on the tag chip was used. Additionally, the radiation of circular polarization (CP) was achieved by placing an open gap and two feeding strips on the square loop. Through electromagnetic simulation analysis, the antenna performance is evaluated. The reflection coefficient (S11) at 2.45 GHz is measured to be - 17.16db, indicating good impedance matching. The 3 dB axial ratio bandwidth is 0.19 GHz (7.7%), covering the frequency range of 2.34 GHz to 2.53 GHz. The 10db power reflection bandwidth is approximately 8.9% (2.33 GHz to 2.55 GHz), ensuring broad operational bandwidth. The antenna also exhibits a favorable antenna gain of 2.29dBi. This study successfully demonstrates the design and performance evaluation of a CP tag antenna for RFID applications
为解决RFID系统中读写器天线与标签天线极化不匹配的问题,设计并研制了圆极化标签天线。该CP天线设计为2.4 GHz,用于射频识别(RFID)应用。它由一个简单的方形环,一个开放的间隙,两个进料条,和一个匹配的存根。该天线制作在介电常数为4.4,介电损耗正切为0.02,厚度为0.8mm的FR4衬底上。为了实现圆形标签天线与标签芯片之间的共轭匹配,采用了在标签芯片上加载匹配短线的技术。此外,圆极化(CP)的辐射是通过在方形环路上放置一个开放的间隙和两个馈电条来实现的。通过电磁仿真分析,对天线的性能进行了评价。测量到2.45 GHz时的反射系数(S11)为- 17.16db,阻抗匹配良好。3db轴比带宽为0.19 GHz(7.7%),频率范围为2.34 GHz ~ 2.53 GHz。10db功率反射带宽约为8.9% (2.33 GHz ~ 2.55 GHz),保证了较宽的工作带宽。该天线还具有2.29dBi的良好天线增益。本研究成功展示了用于RFID应用的CP标签天线的设计和性能评估
{"title":"Design of 2.45GHz Circularly Polarized Tag Antenna","authors":"Chung-Long Pan, Shuming T. Wang, Ping-Cheng Chen, Yen-Fu Chen","doi":"10.12720/jcm.18.10.608-612","DOIUrl":"https://doi.org/10.12720/jcm.18.10.608-612","url":null,"abstract":"This paper presents the design and development of a circularly polarized (CP) tag antenna to overcome the polarization mismatch between the reader antenna and the tag antenna in RFID systems. This CP antenna is designed at 2.4 GHz for radio frequency identification (RFID) applications. It consists of a simple square loop loaded with an open gap, two feeding strips, and a matching stub. The antenna is fabricated on an FR4 substrate with a dielectric constant of 4.4, a dielectric loss tangent of 0.02, and a thickness of 0.8mm. In order to achieve conjugate matching between the circular tag antenna and the tag chip, the technique of loading a matching short line on the tag chip was used. Additionally, the radiation of circular polarization (CP) was achieved by placing an open gap and two feeding strips on the square loop. Through electromagnetic simulation analysis, the antenna performance is evaluated. The reflection coefficient (S11) at 2.45 GHz is measured to be - 17.16db, indicating good impedance matching. The 3 dB axial ratio bandwidth is 0.19 GHz (7.7%), covering the frequency range of 2.34 GHz to 2.53 GHz. The 10db power reflection bandwidth is approximately 8.9% (2.33 GHz to 2.55 GHz), ensuring broad operational bandwidth. The antenna also exhibits a favorable antenna gain of 2.29dBi. This study successfully demonstrates the design and performance evaluation of a CP tag antenna for RFID applications","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"139 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135810959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Raman/EDFA Hybrid System to Enhance the Optical Signal in the Optical Network Raman/EDFA混合系统增强光网络中的光信号
Q3 Engineering Pub Date : 2023-10-01 DOI: 10.12720/jcm.18.10.621-628
Taha Abdulsalam Taha, Saad Ahmed Ayoob, Mohammad Tariq Yaseen
In this paper, a hybrid optical signal amplification system that includes Raman scattering and Erbium-doped fiber amplifier (EDFA) was simulated to take advantage of the amplification properties of the optical signal transmitted through the optical fiber network that connects the first and third campuses of the University of Mosul. The two types of optical signal amplifiers were studied individually and together, and the effect was observed in each case on the optical signal parameters such as the Q-factor, noise figure, signal-to-noise ratio, and gain. Optisystem ver.7.0 software was used to simulate the proposed system. The results showed that the Raman scattering and EDFA hybrid systems functioned effectively. The output signal power level is higher than the input signal power level that increased from (16 microwatts) to (83 mill watts). For each frequency, the gain is positive and the noise figure is relatively high. Although, this indicates that some noise introduced into the system. The output signal to noise ratio (OSNR) is high (55 dB). Moreover, the system is still able to maintain a high signal-to-noise ratio. The obtained results showed that the Raman scattering and EDFA hybrid system is a worthwhile technique for amplifying optical signals for the optical network connecting the first and third campuses of the University of Mosul.
本文利用连接摩苏尔大学第一校区和第三校区的光纤网络传输光信号的放大特性,对拉曼散射和掺铒光纤放大器(EDFA)组成的混合光信号放大系统进行了仿真。分别对两种光信号放大器进行了研究,观察了两种光信号放大器对光信号参数q因子、噪声系数、信噪比和增益的影响。采用Optisystem ver.7.0软件对系统进行仿真。结果表明,喇曼散射和EDFA混合系统能够有效地工作。输出信号功率电平高于输入信号功率电平,从(16微瓦)增加到(83毫瓦)。对于每个频率,增益为正,噪声系数相对较高。虽然,这表明一些噪声引入了系统。输出信噪比(OSNR)高(55 dB)。此外,该系统仍然能够保持较高的信噪比。结果表明,拉曼散射和EDFA混合系统是一种有价值的光信号放大技术,用于连接摩苏尔大学第一和第三校区的光网络。
{"title":"Raman/EDFA Hybrid System to Enhance the Optical Signal in the Optical Network","authors":"Taha Abdulsalam Taha, Saad Ahmed Ayoob, Mohammad Tariq Yaseen","doi":"10.12720/jcm.18.10.621-628","DOIUrl":"https://doi.org/10.12720/jcm.18.10.621-628","url":null,"abstract":"In this paper, a hybrid optical signal amplification system that includes Raman scattering and Erbium-doped fiber amplifier (EDFA) was simulated to take advantage of the amplification properties of the optical signal transmitted through the optical fiber network that connects the first and third campuses of the University of Mosul. The two types of optical signal amplifiers were studied individually and together, and the effect was observed in each case on the optical signal parameters such as the Q-factor, noise figure, signal-to-noise ratio, and gain. Optisystem ver.7.0 software was used to simulate the proposed system. The results showed that the Raman scattering and EDFA hybrid systems functioned effectively. The output signal power level is higher than the input signal power level that increased from (16 microwatts) to (83 mill watts). For each frequency, the gain is positive and the noise figure is relatively high. Although, this indicates that some noise introduced into the system. The output signal to noise ratio (OSNR) is high (55 dB). Moreover, the system is still able to maintain a high signal-to-noise ratio. The obtained results showed that the Raman scattering and EDFA hybrid system is a worthwhile technique for amplifying optical signals for the optical network connecting the first and third campuses of the University of Mosul.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135811087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Circularly Polarized Antenna for UHF Satellite Communication Applications 一种用于超高频卫星通信的圆极化天线
Q3 Engineering Pub Date : 2023-10-01 DOI: 10.12720/jcm.18.10.643-657
K. Chitambara Rao, M. Lakshmun, D. Nataraj, G. Vinutna Ujwala, K. S. Chakradha
There is a tremendous demand for antennas with very broad bandwidth and gain so that one antenna can cover the entire frequency range of the satellite communication applications, which are rapidly expanding with the current technology for diverse platforms. Helical antennas are ideal for these applications due to their distinctive qualities such as circular polarization, wide bandwidth, excellent gain, and low-profile conformability. For transmitting and receiving applications, which comprise frequency ranges of 240MHz to 270MHz and 290MHz to 320MHz, respectively. A new design of circularly polarized double-wire helical antenna employing the butterfly approach has been created in this study. An antenna was designed, simulated, analyzed, and fabricated before being experimentally measured for important parameters such as axial ratio, gain, 3dB beamwidth, and voltage standing wave ratio.
随着当前技术的发展,各种平台的卫星通信应用正在迅速扩展,因此对具有非常宽的带宽和增益的天线有巨大的需求,以便一个天线可以覆盖整个频率范围。螺旋天线是这些应用的理想选择,因为它们具有独特的特性,如圆极化、宽带宽、优异的增益和低轮廓的一致性。用于发送和接收应用,频率范围分别为240MHz至270MHz和290MHz至320MHz。本文提出了一种新的圆极化双线螺旋天线的设计方法。在对天线轴比、增益、3dB波束宽度、电压驻波比等重要参数进行实验测量之前,对天线进行了设计、仿真、分析和制作。
{"title":"A Circularly Polarized Antenna for UHF Satellite Communication Applications","authors":"K. Chitambara Rao, M. Lakshmun, D. Nataraj, G. Vinutna Ujwala, K. S. Chakradha","doi":"10.12720/jcm.18.10.643-657","DOIUrl":"https://doi.org/10.12720/jcm.18.10.643-657","url":null,"abstract":"There is a tremendous demand for antennas with very broad bandwidth and gain so that one antenna can cover the entire frequency range of the satellite communication applications, which are rapidly expanding with the current technology for diverse platforms. Helical antennas are ideal for these applications due to their distinctive qualities such as circular polarization, wide bandwidth, excellent gain, and low-profile conformability. For transmitting and receiving applications, which comprise frequency ranges of 240MHz to 270MHz and 290MHz to 320MHz, respectively. A new design of circularly polarized double-wire helical antenna employing the butterfly approach has been created in this study. An antenna was designed, simulated, analyzed, and fabricated before being experimentally measured for important parameters such as axial ratio, gain, 3dB beamwidth, and voltage standing wave ratio.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135810958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A QoS-Aware Energy-Efficient Chimp Optimization Routing Protocol with Efficient Sensor Node Deployment Strategy in Underwater Acoustic Sensor Network 水声传感器网络中具有qos感知的高效节点部署策略的高能效黑猩猩优化路由协议
Q3 Engineering Pub Date : 2023-10-01 DOI: 10.12720/jcm.18.10.665-675
Sambath Kumar. R., Sivaradje. G.
As an extension of wireless sensor networks in the underwater environment, Underwater Acoustic Sensor Networks (UASNs) have led to a broad consideration of academicians. One of the problems that lower UWSN effectiveness in terms of network lifespan is premature energy depletion. It might be caused by the network nodes using different amounts of energy. In UASNs, the effectiveness and dependability of data transfer remain so adverse because of the intricate underwater environment in diverse ocean applications like surveilling atypical submarine oil pipelines. Inspired by the significance of UASNs’ quality of service in several implementations, this study proffers a metaheuristic optimization algorithm (AG) called Chimp Optimization-based Routing Protocol (CH-ORP) for UASNs obtaining intricate features of underwater (UW) medium into concern like 3D changing topology, high propagation delay, node mobility, and density, and, also, cluster head nodes’ rotation mechanism. Initially, the entire network (NW) paradigm has been considered as a three-dimensional cube out of a grid point of view, and the three-dimensional cube has been split into several little cubes by employing Delaunay Triangulation. The optimization has been carried out for lessening node failure rate and NW energy consumption rate by ideally placing the sensor nodes in UW acoustic communication. The NW topology’s steadiness has been assured by the AG, and this optimizes the node redeployment scheme by computing the fitness function for all nodes. The proffered AG’s simulation substantiations have been performed for exhibiting the CH-ORP’s efficiency that executes finer when compared to the advanced methodologies concerning energy efficiency, reliability, and end-to-end delay. It has been found that the proposed Ch-ORP achieves 698 packets received with 28% of energy consumption, 156-sec Network delay, 257 packet loss, 97.23% of PDR, and 1256 Mbps of Network throughput.
作为无线传感器网络在水下环境中的延伸,水声传感器网络(uasn)引起了学术界的广泛关注。从网络寿命的角度来看,降低UWSN有效性的问题之一是过早消耗能量。这可能是由于网络节点使用不同数量的能量造成的。在UASNs中,由于监测非典型海底输油管道等各种海洋应用中复杂的水下环境,数据传输的有效性和可靠性仍然很差。受几种实现中uasn服务质量重要性的启发,本研究提出了一种基于黑猩猩优化路由协议(CH-ORP)的元启发式优化算法(AG),该算法用于关注水下(UW)介质的复杂特征,如三维变化拓扑、高传播延迟、节点移动性和密度,以及簇头节点的旋转机制。最初,从网格的角度来看,整个网络(NW)范式被认为是一个三维立方体,并且通过使用Delaunay三角剖分将三维立方体分割成几个小立方体。通过将传感器节点理想地放置在UW声通信中,对降低节点故障率和NW能耗率进行了优化。AG保证了NW拓扑的稳定性,并通过计算所有节点的适应度函数来优化节点重新部署方案。与能效、可靠性和端到端延迟方面的先进方法相比,提供的AG模拟验证已经展示了CH-ORP的效率。实验结果表明,该方案能够以28%的能耗、156秒的网络延迟、257个丢包、97.23%的PDR和1256 Mbps的网络吞吐量实现698个数据包的接收。
{"title":"A QoS-Aware Energy-Efficient Chimp Optimization Routing Protocol with Efficient Sensor Node Deployment Strategy in Underwater Acoustic Sensor Network","authors":"Sambath Kumar. R., Sivaradje. G.","doi":"10.12720/jcm.18.10.665-675","DOIUrl":"https://doi.org/10.12720/jcm.18.10.665-675","url":null,"abstract":"As an extension of wireless sensor networks in the underwater environment, Underwater Acoustic Sensor Networks (UASNs) have led to a broad consideration of academicians. One of the problems that lower UWSN effectiveness in terms of network lifespan is premature energy depletion. It might be caused by the network nodes using different amounts of energy. In UASNs, the effectiveness and dependability of data transfer remain so adverse because of the intricate underwater environment in diverse ocean applications like surveilling atypical submarine oil pipelines. Inspired by the significance of UASNs’ quality of service in several implementations, this study proffers a metaheuristic optimization algorithm (AG) called Chimp Optimization-based Routing Protocol (CH-ORP) for UASNs obtaining intricate features of underwater (UW) medium into concern like 3D changing topology, high propagation delay, node mobility, and density, and, also, cluster head nodes’ rotation mechanism. Initially, the entire network (NW) paradigm has been considered as a three-dimensional cube out of a grid point of view, and the three-dimensional cube has been split into several little cubes by employing Delaunay Triangulation. The optimization has been carried out for lessening node failure rate and NW energy consumption rate by ideally placing the sensor nodes in UW acoustic communication. The NW topology’s steadiness has been assured by the AG, and this optimizes the node redeployment scheme by computing the fitness function for all nodes. The proffered AG’s simulation substantiations have been performed for exhibiting the CH-ORP’s efficiency that executes finer when compared to the advanced methodologies concerning energy efficiency, reliability, and end-to-end delay. It has been found that the proposed Ch-ORP achieves 698 packets received with 28% of energy consumption, 156-sec Network delay, 257 packet loss, 97.23% of PDR, and 1256 Mbps of Network throughput.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135810960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Maximizing the Lifetime of Wireless Sensor Networks with Mobile Sink 具有移动Sink的无线传感器网络寿命最大化
Q3 Engineering Pub Date : 2023-10-01 DOI: 10.12720/jcm.18.10.613-620
Nusaiba N. Al-Salahat, Yousef G. Eljaafreh
The key parameter that plays a major role in designing a protocol for WSNs is energy efficiency, which is the scarcest resource of sensor nodes and determines their lifetime of sensor nodes. Prolonging the lifetime of sensor networks depends on efficient management of the sensing node of energy. The protocol proposed in this study is a modified routing protocol based on the LEACH protocol, which distributes cluster heads. It also proposes sink mobilization to overcome problems that exist in the case of static sinks. However, controlling the movement of the sink to achieve the most efficient data gathering, both to guarantee the quality of service and to reduce energy consumption, is an important issue in maximizing network lifetime. The novelty of our proposed approach over other mobile-sink-based LEACH-modified protocols is that we assume that the mobile sink traverses along the Y-axis of the sensing area and is relocated at the start of each round by computing the optimal tentative sink node position considering both the geographical distance from the sensors to the sink and the transmission load of the sensors. A comparative analysis based on the standard best-practice benchmarking metrics was performed. The findings of this study clearly demonstrate that the proposed approach outperforms the LEACH protocol in maximizing WSNs lifetime.
能量效率是传感器节点最稀缺的资源,决定着传感器节点的生命周期,在传感器网络协议设计中起着重要作用的关键参数。传感器网络寿命的延长取决于对能量感知节点的有效管理。本文提出的协议是一种基于LEACH协议的改进路由协议,用于簇头的分配。它还提出了汇动员,以克服静态汇存在的问题。然而,控制sink的移动以实现最有效的数据收集,既保证服务质量又降低能耗,是最大化网络生命周期的一个重要问题。与其他基于leach修改的移动接收器协议相比,我们提出的方法的新颖之处在于,我们假设移动接收器沿着传感区域的y轴遍历,并在每轮开始时通过考虑传感器到接收器的地理距离和传感器的传输负载计算最佳暂测接收器节点位置来重新定位。基于标准最佳实践基准度量执行了比较分析。本研究的结果清楚地表明,该方法在最大化wsn生存期方面优于LEACH协议。
{"title":"Maximizing the Lifetime of Wireless Sensor Networks with Mobile Sink","authors":"Nusaiba N. Al-Salahat, Yousef G. Eljaafreh","doi":"10.12720/jcm.18.10.613-620","DOIUrl":"https://doi.org/10.12720/jcm.18.10.613-620","url":null,"abstract":"The key parameter that plays a major role in designing a protocol for WSNs is energy efficiency, which is the scarcest resource of sensor nodes and determines their lifetime of sensor nodes. Prolonging the lifetime of sensor networks depends on efficient management of the sensing node of energy. The protocol proposed in this study is a modified routing protocol based on the LEACH protocol, which distributes cluster heads. It also proposes sink mobilization to overcome problems that exist in the case of static sinks. However, controlling the movement of the sink to achieve the most efficient data gathering, both to guarantee the quality of service and to reduce energy consumption, is an important issue in maximizing network lifetime. The novelty of our proposed approach over other mobile-sink-based LEACH-modified protocols is that we assume that the mobile sink traverses along the Y-axis of the sensing area and is relocated at the start of each round by computing the optimal tentative sink node position considering both the geographical distance from the sensors to the sink and the transmission load of the sensors. A comparative analysis based on the standard best-practice benchmarking metrics was performed. The findings of this study clearly demonstrate that the proposed approach outperforms the LEACH protocol in maximizing WSNs lifetime.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135811088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of Machine Learning Techniques in Phased Array Antenna Synthesis: A Comprehensive Mini Review 机器学习技术在相控阵天线合成中的应用综述
Q3 Engineering Pub Date : 2023-10-01 DOI: 10.12720/jcm.18.10.629-642
Mohammad Reza Ghaderi, Nasrin Amiri
With the rapid development of modern communication systems, phased array antennas (PAAs) are widely used in many applications such as radars and 5G networks. In a PAA composed of multiple elements (antennas), beamforming or beam steering can be achieved by adjusting the phase difference in the excitation signals that feed each element of the array, eliminating the need for mechanical antenna movement. The performance quality of the communication systems heavily relies on the precise synthesis of the PAAs. PAA synthesis entails determining the geometric or physical shape of an antenna based on knowledge of its electrical parameters. Conventional methods for PAA synthesis use conventional electromagnetic models embedded in antenna design software’s. However, these models often pose challenges due to resource-intensive computations, lengthy simulation times, and potential high error rates. Machine learning (ML) techniques can be employed to optimize solutions in various telecommunication systems, including PAAs synthesis. In this article, we review and investigate the application of ML techniques in the synthesis of PAAs. The results of this study show that utilizing ML techniques can expedite the design process by threefold, while simultaneously reducing errors and increasing accuracy up to 99%.
随着现代通信系统的快速发展,相控阵天线(PAAs)被广泛应用于雷达和5G网络等许多应用中。在由多个元件(天线)组成的PAA中,波束形成或波束转向可以通过调整馈送阵列每个元件的激励信号中的相位差来实现,从而消除了机械天线运动的需要。通信系统的性能质量在很大程度上依赖于PAAs的精确合成。PAA合成需要根据其电气参数的知识确定天线的几何或物理形状。传统的合成PAA的方法使用嵌入在天线设计软件中的传统电磁模型。然而,由于资源密集的计算、冗长的模拟时间和潜在的高错误率,这些模型通常会带来挑战。机器学习(ML)技术可用于优化各种电信系统中的解决方案,包括PAAs综合。本文综述了机器学习技术在PAAs合成中的应用。本研究结果表明,利用机器学习技术可以将设计过程加快三倍,同时减少错误并将精度提高到99%。
{"title":"Application of Machine Learning Techniques in Phased Array Antenna Synthesis: A Comprehensive Mini Review","authors":"Mohammad Reza Ghaderi, Nasrin Amiri","doi":"10.12720/jcm.18.10.629-642","DOIUrl":"https://doi.org/10.12720/jcm.18.10.629-642","url":null,"abstract":"With the rapid development of modern communication systems, phased array antennas (PAAs) are widely used in many applications such as radars and 5G networks. In a PAA composed of multiple elements (antennas), beamforming or beam steering can be achieved by adjusting the phase difference in the excitation signals that feed each element of the array, eliminating the need for mechanical antenna movement. The performance quality of the communication systems heavily relies on the precise synthesis of the PAAs. PAA synthesis entails determining the geometric or physical shape of an antenna based on knowledge of its electrical parameters. Conventional methods for PAA synthesis use conventional electromagnetic models embedded in antenna design software’s. However, these models often pose challenges due to resource-intensive computations, lengthy simulation times, and potential high error rates. Machine learning (ML) techniques can be employed to optimize solutions in various telecommunication systems, including PAAs synthesis. In this article, we review and investigate the application of ML techniques in the synthesis of PAAs. The results of this study show that utilizing ML techniques can expedite the design process by threefold, while simultaneously reducing errors and increasing accuracy up to 99%.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135811089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance Analysis of DoA Estimation for FDD Cell Free Systems Based on Compressive Sensing Technique 基于压缩感知技术的FDD无小区系统DoA估计性能分析
Q3 Engineering Pub Date : 2023-10-01 DOI: 10.12720/jcm.18.10.658-664
Hayder Almosa, Yahya J. Harbi, Mohammed Al-Dulaimi, Alister Burr
The concept of cell free (CF) massive MIMO systems is a prospective fifth generation communication technology that effort with base stations for the privilege of user-centric coverage. Most studies on the CF massive MIMO system in the past imply that systems that use time division duplexing (TDD), even despite the systems using frequency division duplex (FDD) predominate in today’s wireless communications. When the number of antennas increases in FDD systems, channel state information (CSI) collection and feedback overhead become major issues. In order to mitigate these issues, we make use of the condition that the so-called uplink and downlink multipath components are comparable. Base station takes use of the angle reciprocity may immediately obtain information on channel parameters from the uplink training signal. In this paper, for CF massive MIMO system based on FDD, we provide compressive sensing (CS) of directions of arrival (DoAs) estimation approach of access point cooperation based on the channel parameters. The suggested estimation approach outperforms the established subspace-based technique, according to simulation findings. Additionally, we showed that the results of our compressive sensing estimator against the conventional estimation method. The former demonstrates way far better outcome and performance accordingly than the latter.
无蜂窝(CF)大规模MIMO系统的概念是一种有前景的第五代通信技术,它与基站一起努力获得以用户为中心的覆盖特权。尽管频分双工(FDD)系统在当今的无线通信中占主导地位,但过去对CF大规模MIMO系统的研究大多表明使用时分双工(TDD)系统。当FDD系统中天线数量增加时,信道状态信息(CSI)的收集和反馈开销成为主要问题。为了缓解这些问题,我们利用了所谓的上行链路和下行链路多径组件具有可比性的条件。基站利用角度互易可以立即从上行训练信号中获得信道参数信息。本文针对基于FDD的CF大规模MIMO系统,提出了一种基于信道参数的接入点协作到达方向压缩感知估计方法。根据仿真结果,所建议的估计方法优于现有的基于子空间的技术。此外,我们还展示了我们的压缩感知估计器与传统估计方法的对比结果。前者的结果和表现要比后者好得多。
{"title":"Performance Analysis of DoA Estimation for FDD Cell Free Systems Based on Compressive Sensing Technique","authors":"Hayder Almosa, Yahya J. Harbi, Mohammed Al-Dulaimi, Alister Burr","doi":"10.12720/jcm.18.10.658-664","DOIUrl":"https://doi.org/10.12720/jcm.18.10.658-664","url":null,"abstract":"The concept of cell free (CF) massive MIMO systems is a prospective fifth generation communication technology that effort with base stations for the privilege of user-centric coverage. Most studies on the CF massive MIMO system in the past imply that systems that use time division duplexing (TDD), even despite the systems using frequency division duplex (FDD) predominate in today’s wireless communications. When the number of antennas increases in FDD systems, channel state information (CSI) collection and feedback overhead become major issues. In order to mitigate these issues, we make use of the condition that the so-called uplink and downlink multipath components are comparable. Base station takes use of the angle reciprocity may immediately obtain information on channel parameters from the uplink training signal. In this paper, for CF massive MIMO system based on FDD, we provide compressive sensing (CS) of directions of arrival (DoAs) estimation approach of access point cooperation based on the channel parameters. The suggested estimation approach outperforms the established subspace-based technique, according to simulation findings. Additionally, we showed that the results of our compressive sensing estimator against the conventional estimation method. The former demonstrates way far better outcome and performance accordingly than the latter.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135810956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance of LTE Advanced for Different Releases 不同版本的LTE高级性能
Q3 Engineering Pub Date : 2023-09-01 DOI: 10.12720/jcm.18.9.581-588
Raed S. M. Daraghma, Arafat A. A. Shabaneh
—3GPP employs a parallel “Release” approach that provides developers with a stable base for implementing features at a specific moment and then allows for the addition of new capabilities in successive Releases. 3GPP began work on LTE radio-access technology in November 2004, and the initial LTE standards were finalized in December 2007 as part of 3GPP Release 8. With each consecutive iteration, LTE radio-access technology has progressed in many areas, resulting in improved performance and expanded capabilities. Direct device-to-device (D2D) communication was introduced in Release 12 and was later expanded with device-based relaying functionality in Release 13. V2X (Vehicular-to-Vehicular, Vehicular-to-Infrastructure, Vehicular-to-Network) communication is regarded as a critical new use case for cellular networks. 3GPP Release 14 was the first to deliver LTE upgrades in this area, such as improved QoS and V2V support based on the direct device-to-device functionality introduced in Release 12. The paper's main work is to extend examination of the important components of 5G V2X and V12: throughput and Block Error Rate (BLER). We also go over the use cases, system design, evaluation methodology, and simulation propositions for V12 and 5G V2X. Lastly, we compare V2X and V12 advancements, as well as those in Release 12 and Release 14.
3GPP采用并行的“发布”方法,为开发人员在特定时刻实现功能提供稳定的基础,然后允许在连续的版本中添加新功能。3GPP于2004年11月开始研究LTE无线接入技术,最初的LTE标准于2007年12月作为3GPP第8版的一部分最终确定。随着每一次连续迭代,LTE无线接入技术在许多领域都取得了进展,从而提高了性能并扩展了功能。在第12版中引入了直接设备到设备(D2D)通信,后来在第13版中扩展了基于设备的中继功能。V2X(车对车、车对基础设施、车对网络)通信被视为蜂窝网络的关键新用例。3GPP版本14是第一个在该领域提供LTE升级的版本,例如基于版本12中引入的直接设备对设备功能改进的QoS和V2V支持。本文的主要工作是扩展对5G V2X和V12的重要组成部分:吞吐量和块错误率(BLER)的检查。我们还介绍了V12和5G V2X的用例、系统设计、评估方法和仿真主张。最后,我们比较了V2X和V12的进步,以及版本12和版本14中的进步。
{"title":"Performance of LTE Advanced for Different Releases","authors":"Raed S. M. Daraghma, Arafat A. A. Shabaneh","doi":"10.12720/jcm.18.9.581-588","DOIUrl":"https://doi.org/10.12720/jcm.18.9.581-588","url":null,"abstract":"—3GPP employs a parallel “Release” approach that provides developers with a stable base for implementing features at a specific moment and then allows for the addition of new capabilities in successive Releases. 3GPP began work on LTE radio-access technology in November 2004, and the initial LTE standards were finalized in December 2007 as part of 3GPP Release 8. With each consecutive iteration, LTE radio-access technology has progressed in many areas, resulting in improved performance and expanded capabilities. Direct device-to-device (D2D) communication was introduced in Release 12 and was later expanded with device-based relaying functionality in Release 13. V2X (Vehicular-to-Vehicular, Vehicular-to-Infrastructure, Vehicular-to-Network) communication is regarded as a critical new use case for cellular networks. 3GPP Release 14 was the first to deliver LTE upgrades in this area, such as improved QoS and V2V support based on the direct device-to-device functionality introduced in Release 12. The paper's main work is to extend examination of the important components of 5G V2X and V12: throughput and Block Error Rate (BLER). We also go over the use cases, system design, evaluation methodology, and simulation propositions for V12 and 5G V2X. Lastly, we compare V2X and V12 advancements, as well as those in Release 12 and Release 14.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"18 1","pages":"581-588"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66344090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improvement in the Quality of Services in Sub-6 GHz/mm Wave Using Equalizers and Decoupling of UL and DL with Machine Learning Approach 利用均衡器和机器学习方法对UL和DL进行解耦提高Sub-6 GHz/mm波的服务质量
Q3 Engineering Pub Date : 2023-09-01 DOI: 10.12720/jcm.18.9.599-607
R. Padmasree, B. R. Naik
— Massive Multiple-Input Multiple-Output (MIMO) is a wireless access technology used to enable 5G and next-generation mobile communications. This 5G network operates in a Frequency Range1(FR1) band, which includes sub-6GHz bands, and a Frequency Range2(FR2) band, which determines bands in the mm-wave range. The sub-6GHz/mm-wave 5G networks encounter a range of difficulties in terms of adaptability, latency, throughput, and improved signal to noise ratio (SNR), where it is desirable for the User Equipment (UE) to limit the transmit power and efficiently manage radio resources to improve battery life. Fading, Bit Error Rate (BER) and noise are significant features in wireless technologies that have an impact on the quality of data and signals, such effects can be efficiently suppressed by Sub-Optimal MIMO detection/equalizer algorithms. The performance of BER Versus SNR is interpreted between Zero Forcing (ZF), ZF-Successive Interference Cancellation (SIC), Minimum Mean Square Error (MMSE), and MMSE-SIC equalizers through different modulation schemes and observed that MMSE-SIC performs best coping with low BER compared to other algorithms, and with its low BER and interference followed by admiring SNR is strongly advised at Uplink (UL)/Downlink(DL) regions. A semi-blind UL/DL decoupling algorithm is also proposed in this context, where the processing unit collects measurements of the Rician K-factor reflecting the line of sight (LOS) condition of the UE and DL reference signal receive power (RSRP) for both 2.6 GHz and 28 GHz frequency bands, followed by the training of a machine learning algorithms. For these frequency bands, the trained algorithm is utilized to make blind predictions about the target frequencies and access points that may be used separately for the UL and DL. Hence, decoupling of UL and DL has been assessed by adapting MMSE-SIC equalizer and various Machine learning and Deep learning algorithms, it is found that Convolutional neural network (CNN) achieves the highest decoupling success rate, with an average accuracy of 98.93% but a maximum accuracy of 99.83% for a small number of training samples.
—大规模多输入多输出(Massive Multiple-Input Multiple-Output, MIMO)是一种用于实现5G和下一代移动通信的无线接入技术。该5G网络在频率范围1(FR1)频段(包括6ghz以下频段)和频率范围2(FR2)频段(确定毫米波范围内的频段)中运行。低于6ghz /毫米波的5G网络在适应性、延迟、吞吐量和改进的信噪比(SNR)方面遇到了一系列困难,用户设备(UE)需要限制发射功率并有效管理无线电资源以延长电池寿命。衰落、误码率(BER)和噪声是无线技术中影响数据和信号质量的重要特征,这些影响可以通过次优MIMO检测/均衡器算法有效地抑制。通过不同的调制方案解释了零强制(ZF)、ZF连续干扰消除(SIC)、最小均方误差(MMSE)和MMSE-SIC均衡器之间的误码率与信噪比的性能,并观察到MMSE-SIC与其他算法相比在低误码率下表现最好,并且强烈建议在上行(UL)/下行(DL)区域使用低误码率和干扰,然后是欣赏信噪比。在这种情况下,还提出了一种半盲UL/DL解耦算法,其中处理单元收集反映UE和DL参考信号接收功率(RSRP)在2.6 GHz和28 GHz频段的视线(LOS)条件的专家k因子的测量值,然后训练机器学习算法。对于这些频带,利用训练好的算法对可分别用于UL和DL的目标频率和接入点进行盲预测。因此,通过采用MMSE-SIC均衡器和各种机器学习和深度学习算法对UL和DL的解耦进行了评估,发现卷积神经网络(CNN)的解耦成功率最高,平均准确率为98.93%,但在少数训练样本中最高准确率为99.83%。
{"title":"Improvement in the Quality of Services in Sub-6 GHz/mm Wave Using Equalizers and Decoupling of UL and DL with Machine Learning Approach","authors":"R. Padmasree, B. R. Naik","doi":"10.12720/jcm.18.9.599-607","DOIUrl":"https://doi.org/10.12720/jcm.18.9.599-607","url":null,"abstract":"— Massive Multiple-Input Multiple-Output (MIMO) is a wireless access technology used to enable 5G and next-generation mobile communications. This 5G network operates in a Frequency Range1(FR1) band, which includes sub-6GHz bands, and a Frequency Range2(FR2) band, which determines bands in the mm-wave range. The sub-6GHz/mm-wave 5G networks encounter a range of difficulties in terms of adaptability, latency, throughput, and improved signal to noise ratio (SNR), where it is desirable for the User Equipment (UE) to limit the transmit power and efficiently manage radio resources to improve battery life. Fading, Bit Error Rate (BER) and noise are significant features in wireless technologies that have an impact on the quality of data and signals, such effects can be efficiently suppressed by Sub-Optimal MIMO detection/equalizer algorithms. The performance of BER Versus SNR is interpreted between Zero Forcing (ZF), ZF-Successive Interference Cancellation (SIC), Minimum Mean Square Error (MMSE), and MMSE-SIC equalizers through different modulation schemes and observed that MMSE-SIC performs best coping with low BER compared to other algorithms, and with its low BER and interference followed by admiring SNR is strongly advised at Uplink (UL)/Downlink(DL) regions. A semi-blind UL/DL decoupling algorithm is also proposed in this context, where the processing unit collects measurements of the Rician K-factor reflecting the line of sight (LOS) condition of the UE and DL reference signal receive power (RSRP) for both 2.6 GHz and 28 GHz frequency bands, followed by the training of a machine learning algorithms. For these frequency bands, the trained algorithm is utilized to make blind predictions about the target frequencies and access points that may be used separately for the UL and DL. Hence, decoupling of UL and DL has been assessed by adapting MMSE-SIC equalizer and various Machine learning and Deep learning algorithms, it is found that Convolutional neural network (CNN) achieves the highest decoupling success rate, with an average accuracy of 98.93% but a maximum accuracy of 99.83% for a small number of training samples.","PeriodicalId":53518,"journal":{"name":"Journal of Communications","volume":"18 1","pages":"599-607"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66344287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Communications
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1