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2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)最新文献

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Detection and Prevention of Black Hole Attack in SUPERMAN 《超人》中黑洞攻击的探测与预防
Kratika Sharma, Saumya Bhadauria
MANETs are wireless networks, providing properties such as self-configuration, mobility, and flexibility to the network, which make them a popular and widely used technique. As the usage and popularity of the networks increases, security becomes the most important factor to be concerned. For the sake of security, several protocols and methodologies have been developed for the networks. Along with the increase in security mechanisms, the number of attacks and attackers also increases and hence the threat to the network and secure communication within it increases as well. Some of the attacks have been resolved by the proposed methodologies but some are still a severe threat to the framework, one such attack is Black Hole Attack. The proposed work integrates the SUPERMAN (Security Using Pre-Existing Routing for Mobile Ad-hoc Networks) framework with appropriate methodology to detect and prevent the network from the Black Hole Attack. The mechanism is based on the AODV (Ad-hoc On-demand Distance Vector) routing protocol. In the methodology, the source node uses two network routes, from the source to the destination, one for sending the data packet and another for observing the intermediate nodes of the initial route. If any node is found to be a Black Hole node, then the route is dropped and the node is added to the Black Hole list and a new route to send the data packet to the destination is discovered.
manet是一种无线网络,具有自配置、移动性和灵活性等特性,是一种流行和广泛使用的技术。随着网络的使用和普及,安全性成为人们最关心的因素。为了安全起见,已经为网络开发了几种协议和方法。随着安全机制的增加,攻击和攻击者的数量也在增加,因此对网络和网络内部安全通信的威胁也在增加。一些攻击已经被提出的方法解决了,但有些攻击仍然对框架构成严重威胁,其中一种攻击是黑洞攻击。提出的工作将SUPERMAN(使用预先存在路由的移动自组织网络安全)框架与适当的方法集成在一起,以检测和防止网络遭受黑洞攻击。该机制基于AODV (Ad-hoc按需距离矢量)路由协议。在该方法中,源节点使用从源到目的的两条网络路由,一条用于发送数据包,另一条用于观察初始路由的中间节点。如果发现任何节点是黑洞节点,则丢弃该路由,并将该节点添加到黑洞列表中,并发现将数据包发送到目的地的新路由。
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引用次数: 0
An Analysis on the Impact of Utility Functions on the Performance of Game Theory Based Channel Allocation in Cognitive Radio Wireless Sensor Network 基于博弈论的认知无线传感器网络信道分配效用函数影响分析
Prativa Rai, M. Ghose, H. Sarma
Cognitive Radio enabled Wireless Sensor Network has attracted researchers in present time. Channel allocation in such a network is a challenging task. Game Theory (GT) may also be applied to solve such issues and limited literature is available on this. However, while designing games for channel allocation, the choice of utility function plays an important role to meet higher performance levels by the channel allocation algorithm. In this paper, the impact of various utility functions which may be used in GT based channel allocation algorithms is explored. The entire process of assigning channels to different nodes through game-based allocation has been detailed. Simulations results are reported showing the performance of three different utility functions which may be used in game-based channel allocation. Future scopes of the work are outlined.
认知无线电无线传感器网络是目前研究的热点之一。在这种网络中信道分配是一项具有挑战性的任务。博弈论(GT)也可以应用于解决这类问题,在这方面的文献有限。然而,在设计信道分配游戏时,为了使信道分配算法满足更高的性能水平,效用函数的选择起着重要的作用。本文探讨了在基于GT的信道分配算法中可能使用的各种效用函数的影响。通过基于游戏的分配将通道分配给不同节点的整个过程已经详细说明。仿真结果显示了三种不同的实用函数的性能,这些函数可用于基于游戏的信道分配。概述了今后的工作范围。
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引用次数: 3
A Novel On-demand Trust-based Access Control Framework for Resource-constrained IoT System 资源受限物联网系统基于按需信任的访问控制框架
A. Prabhakar, T. Anjali
Access control mechanism in IoT is a challenge in itself owing to the massive scale and heterogeneity of IoT devices that are connected. The task becomes more difficult when there are resource-constrained devices in the network. Employing a resourceful trusted third party as a centralized authority for access control and storage of data is no more an ideal solution due to possible breach of privacy and single point of failure. It also hampers the scalability of the IoT system. The On-demand Trust-based Access Control(OTAC) framework proposes a distributed trust-based blockchain model optimized for access control in resource-constrained environments. OTAC offers a differential level of security and privacy on a demand basis. The hierarchical structure of OTAC framework gives it a decentralized architecture. OTAC uses a customized trust-based consensus, immune to Byzantine attack and hence gives it an edge over other blockchain-based access control schemes.
由于连接的物联网设备的大规模和异构性,物联网中的访问控制机制本身就是一个挑战。当网络中存在资源受限的设备时,任务变得更加困难。由于可能违反隐私和单点故障,使用资源丰富的可信第三方作为访问控制和数据存储的集中权威不再是理想的解决方案。这也阻碍了物联网系统的可扩展性。基于按需信任的访问控制(OTAC)框架提出了一种基于分布式信任的区块链模型,针对资源受限环境下的访问控制进行了优化。OTAC根据需求提供不同级别的安全和隐私。OTAC框架的层次结构使其具有去中心化的体系结构。OTAC使用定制的基于信任的共识,不受拜占庭攻击的影响,因此与其他基于区块链的访问控制方案相比,它具有优势。
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引用次数: 3
Performance Analysis of SIMO-UWOC System SIMO-UWOC系统性能分析
Nabajyoti Nath, Sanya Anees
A $mathcal{T} times mathcal{R}$ multiple-input multiple-output (MIMO) based underwater wireless optical communication (UWOC) system employing Intensity Modulation (IM) / Direct Detection (DD) with On-Off keying (OOK) is considered. The UWOC channel is affected by underwater optical turbulence (UOT), which is modeled by Exponential Generalized Gamma (EGG) distribution. The performance of UWOC system is highly dependent on the effect of absorption, scattering and UOT. The EGG underwater optical channel model efficiently describes the optical irradiance induced due to air bubbles, temperature gradient and salinity, thus works well for the entire weak to strong turbulence regimes. The information is sent by $mathcal{T}$ transmit apertures and received by $mathcal{R}$ receiver apertures. The bit error rate (BER) analysis is performed for single-input multiple-output (SIMO), multiple-input single-output (MISO) and MIMO configurations for OOK modulation scheme. The closed form BER expression is derived for the SIMO case. For different channel parameters and configurations, the results for the BER performance of SIMO-UWOC and single-input single-output (SISO)-UWOC systems are obtained. For bubble level (BL) 2.4 litres/min and fresh water scenario, 15 dB performance improvement is seen at 10−2 BER for 1 × 2 SIMO with respect to SISO configuration.
研究了一种基于强度调制(IM) /直接检测(DD)和开关键控(OOK)的多输入多输出(MIMO)水下无线光通信(UWOC)系统。UWOC通道受到水下光湍流(UOT)的影响,UOT是用指数广义伽玛(EGG)分布建模的。UWOC系统的性能在很大程度上取决于吸收、散射和UOT的影响。EGG水下光通道模型有效地描述了由气泡、温度梯度和盐度引起的光学辐照度,因此可以很好地适用于整个弱到强湍流状态。信息由$mathcal{T}$发送孔发送,$mathcal{R}$接收孔接收。对OOK调制方案的单输入多输出(SIMO)、多输入单输出(MISO)和MIMO配置进行了误码率(BER)分析。对于SIMO情况,导出了封闭形式的BER表达式。在不同的信道参数和配置下,得到了SIMO-UWOC和单输入单输出(SISO)-UWOC系统的误码率性能。对于气泡液位(BL) 2.4升/分钟和淡水场景,相对于SISO配置,1 × 2 SIMO在10−2 BER下的性能提高了15 dB。
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引用次数: 7
On Improving the Fairness of NOMA-Based Indoor Visible Light Communication System 提高基于noma的室内可见光通信系统公平性的研究
K. Jindal, Rishu Raj, A. Dixit
In this paper, we improve the fairness of non-orthogonal multiple access (NOMA) by proposing a power allocation scheme that ensures all users experience the same bit error rate (BER) irrespective of their channel conditions. We also derive analytical expressions for the BER obtained using this novel power allocation scheme by applying it to a downlink NOMA-based visible light communication (VLC) system. The numerically simulated results for different scenarios match the analytical results, thereby validating the derived power allocation expression. Finally, we demonstrate a significant improvement in the fairness of NOMA for our novel power allocation scheme compared to the existing gain ratio power allocation and normalized gain difference power allocation schemes.
本文通过提出一种功率分配方案来提高非正交多址(NOMA)的公平性,使所有用户无论信道条件如何都能获得相同的误码率(BER)。我们还通过将这种新的功率分配方案应用于基于下行noma的可见光通信(VLC)系统,得到了误码率的解析表达式。不同情况下的数值模拟结果与解析结果吻合,从而验证了推导的功率分配表达式。最后,我们证明了与现有的增益比功率分配和归一化增益差功率分配方案相比,我们的新功率分配方案在NOMA的公平性方面有显着改善。
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引用次数: 0
A Novel Frame model for Cluster Head Selection and Codeword Detection in the 5G Cellular Networks 5G蜂窝网络簇头选择和码字检测的新帧模型
Venkata Sunil Reddy Timmareddy, S. Badri, Vijay Bhaskar Reddy Chintakunta, Rishabh Mohta, Kalpana Vattikunta
4G communications were ruling the entire world with its high-speed network; however, if the users increased, then its speed gets decreased. The 5G model developed, and its rate of data is higher than the 4G frame model. Also, the dense weight node in the cellular network consumed more energy that tends to signal failure. So to make the 5G mobile communications efficient, the present article aimed to develop a novel Grey Wolf (GW) clustering model to choose the cluster head. Moreover, the codeword selection refined by a novel Generalized Intelligent Fuzzy (GIF) mode. Finally, the predictive model as a novel African Buffalo-based Recurrent Model (ABRM) deep learning model developed as the predictive model for continuous multiuser (MU) prediction and monitoring. Subsequently, the data transferred effectively, and its success rate is evaluated with existing models our proposed model gained an excellent outcome by attaining 98.8% of accuracy and reduced complexity rate as 17%.
4G通信以其高速网络统治着整个世界;然而,如果用户增加,那么它的速度就会下降。5G模式发展起来,其数据速率高于4G帧模式。此外,蜂窝网络中的密集权重节点消耗更多的能量,往往导致信号失效。因此,为了提高5G移动通信的效率,本文旨在开发一种新的灰狼(GW)聚类模型来选择簇头。此外,采用一种新颖的广义智能模糊(GIF)模式对码字选择进行了改进。最后,将预测模型作为一种基于非洲水牛的循环模型(ABRM)深度学习模型,作为连续多用户(MU)预测和监测的预测模型。随后,数据有效传输,并与现有模型进行了成功率评估,我们提出的模型获得了良好的结果,达到了98.8%的准确率,降低了17%的复杂度。
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引用次数: 0
Automated Symbol Rate Estimation Over Frequency-Selective Fading Channel by Using Deep Neural Network 基于深度神经网络的频率选择性衰落信道上的符号率自动估计
M. S. Chaudhari, S. Majhi
The adaptive communication system is going to play a major role for fifth-generation (5G) and beyond wireless communication where the physical layer signal parameters need to be changed at the transmitters as per system requirement and the receiver needs to estimate them to recover the signal. In this paper, we have proposed an efficient and robust automated symbol rate estimation model for single carrier system over frequency-selective fading environment by using deep neural network (DNN) approach. The proposed scheme estimates symbol rate without having any prior knowledge of the signal bandwidth which was the main assumption for existing statistical methods. In the proposed scheme, no additional knowledge such as channel state information (CSI) and synchronization parameters are required to estimate the symbol rate. The proposed model outperforms the existing statistical models in terms of the performance. The performance of the symbol rate estimator is depicted by the normalized mean square error (NMSE).
自适应通信系统将在第五代(5G)及以后的无线通信中发挥重要作用,在这些通信中,发射器需要根据系统要求改变物理层信号参数,接收器需要估计它们以恢复信号。本文提出了一种基于深度神经网络(DNN)的单载波系统在频率选择性衰落环境下的高效、鲁棒的自动符号率估计模型。该方法在不知道信号带宽的前提下估计符号率,这是现有统计方法的主要假设。该方案不需要额外的信道状态信息(CSI)和同步参数等知识来估计码率。该模型在性能上优于现有的统计模型。符号率估计器的性能由归一化均方误差(NMSE)来描述。
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引用次数: 2
A Location-Aware Energy-Efficient Scheme for M2M Communications by Resource Efficiency Optimization 基于资源效率优化的位置感知M2M通信节能方案
Sree Krishna Das, Ratna Mudi
Fifth-generation (5G) permits user equipments (UEs) to communicate directly with one another for providing better service to the increasing number of UEs by reducing power consumption and improving resource efficiency (RE). As machine-to-machine (M2M) UEs (MUEs) use resource blocks (RBs) and produce interference, therefore how to assign the RBs properly is crucial. Hence, to locate an unknown machine (UM) in 5G is essential for facilitating the proper spectrum reuse in M2M communications. This paper proposes a location-aware mode selection based RE and energy efficiency (EE) optimization process for M2M communications over cellular networks using orthogonal resource sharing scheme. Firstly we develop a location-aware water filing algorithm based RE optimization process for cellular user equipments (CUEs) and EE optimization process for MUEs. RE optimization process provides available resources for CUE and then M2M pair reuses the residual spectrum in the proposed network. As a result, the water filling algorithm reduces the power consumption of UE as well as ensures satisfactory data rate which improves the EE. The proposed network is evaluated using extensive MATLAB simulation results which demonstrate that the proposed scheme provides a substantial improvement of the system performance.
5G(第五代通信技术)允许用户设备之间直接通信,通过降低功耗和提高资源效率,为越来越多的终端提供更好的服务。由于机器对机器(M2M)终端使用资源块(resource block, RBs)并产生干扰,因此如何合理分配资源块至关重要。因此,在5G中定位未知机器(UM)对于促进M2M通信中适当的频谱重用至关重要。提出了一种基于位置感知模式选择的正交资源共享方案,用于蜂窝网络M2M通信的RE和能效优化过程。首先,我们开发了一种基于位置感知的水归档算法,该算法基于蜂窝用户设备(cue)的RE优化过程和移动用户设备(mue)的EE优化过程。RE优化过程为CUE提供可用资源,然后M2M对复用网络中的剩余频谱。因此,充水算法在保证满意的数据速率的同时,降低了终端的功耗,提高了终端的性能。利用MATLAB仿真结果对所提出的网络进行了评估,结果表明所提出的方案大大提高了系统性能。
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引用次数: 0
Outage Analysis of Millimeter Wave Assisted Full-Duplex Cooperative D2D communications System with Non-orthogonal Multiple Access 毫米波辅助非正交多址全双工协同D2D通信系统的中断分析
Rahul Bajpai, Kshitij Nawandar, Sharad Nag, Naveen Gupta
Millimeter-wave (mmWave) assisted device-to-device (D2D) communications system has evolved as a promising technology for the fifth-generation (5G) and beyond cellular networks. The demand for ultra-high data rate and increased spectral efficiency has been an impetus for leveraging the benefits of mmWave assisted D2D communications. Hence, the integration of non-orthogonal multiple access (NOMA) and full-duplex (FD) communications with mmWave assisted D2D communications has become an essential part of 5G and beyond cellular networks to support the high capacity demand of emerging technologies. This paper proposes a mmWave assisted FD cooperative D2D (C-D2D) system utilizing the properties of NOMA, wherein a D2D transmitter (DT) acts as an FD relay which decodes the cellular uplink transmission and forwards the superimposed signal consisting of cellular as well as D2D user’s data to D2D receiver (DR) and the base station (BS). The decoding of respective signals at the BS and DR is done utilizing the successive interference cancellation (SIC) property of NOMA. We have considered that each node is equipped with directional antennas capable of beamforming. Closed-form expressions of cellular and D2D outage probabilities have been derived and verified with the help of simulations. Results show the variation of cellular and D2D outage probabilities with respect to the various transmission distances and the power splitting factor (α), and an optimum value of α has been shown.
毫米波(mmWave)辅助设备对设备(D2D)通信系统已经发展成为第五代(5G)及以后蜂窝网络的一项有前途的技术。对超高数据速率和提高频谱效率的需求是利用毫米波辅助D2D通信优势的动力。因此,非正交多址(NOMA)和全双工(FD)通信与毫米波辅助的D2D通信的集成已成为5G及蜂窝网络的重要组成部分,以支持新兴技术的高容量需求。本文提出了一种利用NOMA特性的毫米波辅助FD合作D2D (C-D2D)系统,其中D2D发射机(DT)作为FD中继,对蜂窝上行传输进行解码,并将由蜂窝和D2D用户数据组成的叠加信号转发给D2D接收器(DR)和基站(BS)。利用NOMA的连续干扰消除(SIC)特性,分别在BS和DR处对各自的信号进行解码。我们考虑了每个节点都配备有能够进行波束形成的定向天线。导出了元胞和D2D中断概率的封闭表达式,并通过仿真进行了验证。结果表明,蜂窝和D2D的中断概率随传输距离和功率分裂因子(α)的变化而变化,并给出了α的最优值。
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引用次数: 2
Advanced Mechanisms for Satellite and Terrestrial Co-existence in 26/28 GHz mmWave spectrum 26/28 GHz毫米波频谱卫星与地面共存的先进机制
Dattaraj Raut Mulgaonkar, Diwakar Sharma, R. Mehrotra, T. Vrind
Availability of wide bandwidth makes mmWave spectrum in 26 and 28 GHz an attractive candidate for terrestrial cellular and satellite services. Dividing the spectrum into parts for each service proportionally shrinks the available resources for each service, thus co-existence of competing service in mmWave band is an indispensable subject to maximize usage of the spectrum. However, in the available literature co-existence has not been explored adequately for deployed technologies in satellite and terrestrial cellular communication. We have evaluated interference on satellite services in 26/28 GHz, which originates from the 5G terrestrial cellular network. To the best of our knowledge, for the first time in this paper, we have proposed interference mitigation mechanism for operating satellite communication in both space to earth (S-E) and earth to space (E-S) scenarios. In the S-E scenario, where 5G stations (base station and User Equipment (UE)) create interference on satellite earth stations, we have proposed applying (a) site shielding, and (b) beam nulling and power adaptation (BNAP) at 5G base stations to mitigate interference. In E-S scenario, where 5G stations create interference at the satellite space station, we have proposed applying (i) BNAP at the UE, (ii) Transmit Time Interval (TTI) bundling with reduced uplink transmission power at the UE, and (iii) localized deployment for the 5G base station to mitigate interference. Through extensive analytical modelling and simulations, we show that the proposed interference mitigation techniques can provide 10-20dB interference reduction and offer better co-existence for satellite and terrestrial services in the mmWave spectrum.
宽带宽的可用性使26 GHz和28 GHz毫米波频谱成为地面蜂窝和卫星服务的有吸引力的候选者。将各业务的频谱划分成不同的部分,会使各业务的可用资源按比例减少,因此在毫米波频段内竞争业务的共存是实现频谱利用率最大化的必要问题。然而,在现有文献中,共存尚未充分探讨卫星和地面蜂窝通信中部署的技术。我们已经评估了26/28 GHz卫星业务的干扰,该干扰来自5G地面蜂窝网络。据我们所知,在本文中,我们首次提出了在空间到地球(S-E)和地球到空间(E-S)两种情况下运行卫星通信的干扰缓解机制。在S-E场景中,5G基站(基站和用户设备(UE))对卫星地球站产生干扰,我们建议在5G基站应用(a)站点屏蔽和(b)波束零化和功率适应(BNAP)来减轻干扰。在E-S场景中,5G站会对卫星空间站产生干扰,我们建议在终端上应用(i) BNAP, (ii)传输时间间隔(TTI)捆绑,在终端上降低上行传输功率,以及(iii) 5G基站的本地化部署以减轻干扰。通过广泛的分析建模和仿真,我们表明所提出的干扰缓解技术可以提供10-20dB的干扰减少,并为毫米波频谱中的卫星和地面业务提供更好的共存。
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引用次数: 1
期刊
2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)
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