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A Blockchain Application Prototype for the Internet of Things 物联网区块链应用原型
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2021-0129
Mansour Mededjel, Ghalem Belalem, Fatima Zohra Nesrine Benadda, Samah Kadakelloucha
— The emergence of the Internet of things (IoT), associated with the explosion in the number of connected objects, and the growth in user needs, makes the Internet network very complex. IoT objects are diverse and heterogeneous, which requires establishing interoperability and efficient identity management on the one hand. On the other hand, centralized architectures such as cloud-based ones can have overhead and high latency, with a potential risk of failure. Facing these challenges, Blockchain technology, with its decentralized architecture based on a distributed peer-to-peer network, offers a new infrastructure that allows IoT objects to interact reliably and securely. In this paper, a new approach is proposed with a three-layer architecture: layer of sensing and collection of data made up of the IoT network, layer of processing and saving of data exchanges at the Blockchain level, and access and visualization layer via a web interface. The prototype implemented in this study allows all transactions (data exchanges) generated by IoT devices to be recorded and stored on a dedicated Blockchain, assuring the security of IoT objects’ communications. This prototype also enables access to and visualization of all data and information, thus enhancing the IoT network's transparency.
物联网(IoT)的出现,伴随着连接对象数量的爆炸式增长,以及用户需求的增长,使得互联网网络变得非常复杂。物联网对象的多样性和异构性,一方面需要建立互操作性和高效的身份管理。另一方面,集中式架构(如基于云的架构)可能会有开销和高延迟,并存在潜在的故障风险。面对这些挑战,区块链技术以其基于分布式点对点网络的分散架构,提供了一种新的基础设施,使物联网对象能够可靠、安全地进行交互。本文提出了一种三层架构的新方法:由物联网网络组成的数据感知和收集层,区块链级数据交换的处理和保存层,以及通过web接口的访问和可视化层。本研究中实现的原型允许物联网设备产生的所有交易(数据交换)被记录并存储在专用区块链上,确保物联网对象通信的安全性。该原型还可以访问和可视化所有数据和信息,从而增强物联网网络的透明度。
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引用次数: 2
A Miniaturized Printed Circuit CRLH Antenna-based Hilbert Metamaterial Array 基于希尔伯特超材料阵列的小型化印刷电路CRLH天线
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2022-0030
Marwa M. Ismail, T. Elwi, A. Salim
— With the development of communication systems and antennas, various challenges arise that require antennas of small size with enhanced performance. Metamaterials (MTM) defects introduced a considerable solution to such a challenge. Therefore, in this paper, a lightweight with low profile antenna is designed based on a novel design of a Composite Right/Left-Handed CRLH-MTM Hilbert array. The proposed CRLH-MTM unit cell consists of a T-symmetric CRLH unit cell conjugated to the 3rd-order Hilbert on the ground plane through a T-stub structure to enhance the gain-bandwidth product. CST-MWS is used to stimulate and design the proposed antenna structure. The antenna parameters are optimized to evaluate the antenna performance in gain and S 11 . As a result, the antenna can operate forward and backwards with a large scanning angle ranging from +34 o to 134 o with changing frequency, and dual-band extended from 3.3GHz to 4.2GHz 4.86GHz 5.98GHz with a maximum gain of 7.24dBi and 3.74dBi, respectively. The beam steering is achieved by trough controlling the switching operation of PIN diodes. As a result, the antenna can scan up to 8° from 34° to 42° at 3.5GHz with constant gain along with the operating range.
—随着通信系统和天线的发展,出现了各种各样的挑战,对天线的小型化和高性能提出了更高的要求。超材料(MTM)缺陷为这一挑战提供了一个相当大的解决方案。因此,本文基于一种新型的右/左手复合CRLH-MTM希尔伯特阵列设计了一种轻量化、低轮廓的天线。所提出的CRLH- mtm单元格由一个t对称的CRLH单元格组成,该单元格通过t存根结构在接平面上共轭到三阶希尔伯特,以提高增益-带宽积。利用CST-MWS对天线结构进行仿真和设计。对天线参数进行了优化,以评估天线在增益和s11方面的性能。因此,该天线可以在+34 ~ 134°的大扫描角范围内随频率变化向前和向后工作,双频段从3.3GHz扩展到4.2GHz、4.86GHz、5.98GHz,最大增益分别为7.24dBi和3.74dBi。波束导向是通过槽控制PIN二极管的开关操作来实现的。因此,天线可以在3.5GHz下扫描从34°到42°的8°,随着工作范围的恒定增益。
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引用次数: 14
New Graphical Software Tool for Creating Cause-Effect Graph Specifications 用于创建因果图规格的新图形软件工具
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2022-0076
Ehlimana Krupalija, Šeila Bećirović, Irfan Prazina, Emir Cogo, Ingmar Bešić
— Cause-effect graphing is a commonly used black-box technique with many applications in practice. It is important to be able to create accurate cause-effect graph specifications from system requirements before converting them to test case tables used for black-box testing. In this paper, a new graphical software tool for creating cause-effect graph specifications is presented. The tool uses standardized graphical notation for describing different types of nodes, logical relations and constraints, resulting in a visual representation of the desired cause-effect graph which can be exported for later usage and imported in the tool. The purpose of this work is to make the cause-effect graph specification process easier for users in order to solve some of the problems which arise due to the insufficient amount of understanding of cause-effect graph elements. The proposed tool was successfully used for creating cause-effect graph specifications for small, medium and large graphs. It was also successfully used for performing different types of tasks by users without any prior knowledge of the functionalities of the tool, indicating that the tool is easy to use, helpful and intuitive. The results indicate that the usage of standardized notation is easier to understand than non-standardized approaches from other tools.
-因果图是一种常用的黑盒技术,在实践中有许多应用。在将系统需求转换为用于黑盒测试的测试用例表之前,能够从系统需求中创建准确的因果图规范是很重要的。本文提出了一种新的用于创建因果图规范的图形化软件工具。该工具使用标准化的图形符号来描述不同类型的节点、逻辑关系和约束,从而产生所需因果图的可视化表示,该因果图可以导出以供以后使用,并导入到工具中。这项工作的目的是使因果图的说明过程更容易为用户,以解决一些问题,由于对因果图元素的理解量不足而产生的。所提出的工具已成功地用于创建小、中、大型图的因果图规范。用户在没有事先了解工具功能的情况下,也成功地使用它执行不同类型的任务,这表明该工具易于使用,有用且直观。结果表明,使用标准化符号比使用其他工具的非标准化方法更容易理解。
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引用次数: 2
BW-TOPSIS: A Hybrid Method to Evaluate Software Testing Techniques BW-TOPSIS:一种评估软件测试技术的混合方法
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2022-0138
Ajay Mahaputra Kumar, Kamaldeep Kaur
—Software testing plays a significant role in various software development phases. There are so many software testing techniques available. Selecting the most suitable software testing technique based on multiple factors is challenging for software practitioners. This paper proposes an MCDM-based hybrid approach for selecting the most appropriate software testing technique among various available software testing techniques, considering multiple factors such as cost, schedule, resources, etc. Because of the involvement of multiple factors, the problem of selecting the most appropriate software testing technique can be modeled as an MCDM problem. This study proposes a hybrid approach by integrating two MCDM methods BWM (Best-Worst Method) and TOPSIS (Technique for Order Preference by Similarity to Ideal Solution), for evaluating various software testing techniques considering multiple factors altogether. For the applicability of the proposed approach, an experimental study was conducted using seven software testing techniques and six evaluation criteria. Results show the proposed approach can be used as an efficient tool for selecting the most suitable software testing technique among various available testing techniques in the presence of multiple factors.
软件测试在软件开发的各个阶段都扮演着重要的角色。有很多可用的软件测试技术。基于多种因素选择最合适的软件测试技术对软件从业者来说是一个挑战。本文提出了一种基于mcdm的混合方法,在考虑成本、进度、资源等多种因素的情况下,从各种可用的软件测试技术中选择最合适的软件测试技术。由于涉及到多种因素,选择最合适的软件测试技术的问题可以建模为MCDM问题。本研究提出了一种混合方法,通过整合两种MCDM方法BWM(最佳最差方法)和TOPSIS(通过与理想解决方案相似度来排序偏好的技术),来综合考虑多种因素来评估各种软件测试技术。为了验证该方法的适用性,采用7种软件测试技术和6个评价标准进行了实验研究。结果表明,该方法可以作为一种有效的工具,在多种因素存在的情况下,从各种可用的测试技术中选择最适合的软件测试技术。
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引用次数: 0
OFDM Channel Estimation Along with Denoising Approach under Small SNR Environment using SSA 小信噪比环境下基于SSA的OFDM信道估计及去噪方法
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss.v18i1.1082
E. Krishna, K. Sivani, K. Reddy
Abstract—In this paper, a de-noising approach in conjunction with channel estimation (CE) algorithm for OFDM systems using singular spectrum analysis (SSA) is presented. In the proposed algorithm, the initial CE is computed with the aid of traditional linear minimum mean square error (LMMSE) algorithm, and then further channel is evaluated by considering the low rank eigenvalue approximation of channel correlation matrix related to channel using SSA. Simulation results on bit error rate (BER) revealed that the method attains an improvement of 7 dB, 5 dB and 3 dB compared to common LSE, MMSE and SVD based methods respectively. With the help of statistical correlation coefficient (C) and kurtosis (k), the SSA method utilized to de-noise the received OFDM signal in addition to CE. In the process of denoising, the received OFDM signal will be decomposed into different empirical orthogonal functions (EOFs) based on the singular values. It was established that the correlation coefficients worked well in identifying useful EOFs only up to moderate SNR 12dB. For low SNR<12 dB, kurtosis was found to be a useful measure for identifying the useful EOFs. In addition to outperforming the existing methods, with this de-noising approach, the mean square error (MSE) of channel estimator is further improved approximately 1 dB more in SNR at the cost of computational complexity.
摘要:本文提出了一种结合信道估计(CE)算法的OFDM系统奇异频谱分析(SSA)降噪方法。该算法首先利用传统的线性最小均方误差(LMMSE)算法计算初始CE,然后利用SSA算法考虑与信道相关的信道相关矩阵的低秩特征值逼近,进一步对信道进行评估。对误码率(BER)的仿真结果表明,该方法比基于LSE、MMSE和SVD的方法分别提高了7 dB、5 dB和3 dB。利用统计相关系数(C)和峰度(k),利用SSA法对接收到的OFDM信号除CE外进行降噪。在去噪过程中,接收到的OFDM信号将根据奇异值分解成不同的经验正交函数(EOFs)。结果表明,在中等信噪比范围内,相关系数可以很好地识别有用的EOFs。对于低信噪比<12 dB,峰度被发现是识别有用EOFs的有效措施。除了优于现有方法外,该降噪方法使信道估计器的均方误差(MSE)在信噪比上进一步提高了约1 dB,但代价是计算复杂度降低。
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引用次数: 0
Assigning Test Priority to Modules Using Code-Content and Bug History 使用代码内容和Bug历史为模块分配测试优先级
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2021-0185
Ermira Daka, Egzon Mustafa
—Regression testing is a process that is repeated after every change in the program. Prioritization of test cases is an important process during regression test execution. Nowadays, there exist several techniques that decide which of the test cases will run first as per their priority levels, while increasing the probability of finding bugs earlier in the test life cycle. However, sometimes algorithms used to select important test cases may stop searching in local minima while missing the rest of the tests that might be important for a given change. To address this limitation further, we propose a domain-specific model that assigns testing priority to classes in applications based on developers’ judgments for priority. Moreover, our technique which takes into consideration applications’ code content and bug history, relates these features to overall class priority for testing. In the end, we test the proposed approach with a new (unknown) dataset of 20 instances. The predicted results are compared with developers’ priority score and saw that this metric can prioritize correctly 70% of classes under test.
回归测试是在程序中每次更改后重复的过程。测试用例的优先级排序是回归测试执行过程中的一个重要过程。现在,有几种技术可以根据它们的优先级级别来决定哪个测试用例将首先运行,同时增加了在测试生命周期早期发现错误的可能性。然而,有时用于选择重要测试用例的算法可能会在局部最小值中停止搜索,而遗漏了对于给定更改可能很重要的其余测试。为了进一步解决这个限制,我们提出了一个特定于领域的模型,该模型根据开发人员对优先级的判断为应用程序中的类分配测试优先级。此外,我们的技术考虑了应用程序的代码内容和bug历史,将这些特性与测试的整体类优先级联系起来。最后,我们用20个实例的新(未知)数据集测试了所提出的方法。将预测的结果与开发人员的优先级评分进行比较,发现该指标可以正确地确定70%的测试类的优先级。
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引用次数: 0
A Comparative Analysis of Agile Teamwork Quality Measurement Models 敏捷团队质量度量模型的比较分析
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2021-0177
Manuela Silva, M. Perkusich, A. Freire, D. Albuquerque, Kyller Costa Gorgônio, H. Almeida, A. Perkusich, Everton T. Guimarães
—Multiple models (or instruments) for measuring Teamwork Quality (TWQ) for Agile Software Development can be found in the literature. Regardless, such models have different constructs and measures, with no empirical evidence for comparing them. This study analyzed two agile TWQ models, resulting in equivalent results. We mapped the models’ variables given their definitions. We then collected data using both a Bayesian Network model, namely the TWQ-BN model, and Structural Equation Modeling, namely the TWQ-SEM model. We interviewed 162 team members from two software development companies. We analyzed the data using the Bland-Altman method. We obtained enough evidence to conclude that the results for Communication , Coordination , Cohesion and Mutual Support variables are not equivalent. On the other hand, we did not have enough evidence to claim that the models do not agree for measuring Effort and Balance of member contribution variables. The results of this study detail how two state-of-the-art agile TWQs compare in terms of their measures as well as potential research areas for further investigation.
在文献中可以找到用于测量敏捷软件开发团队质量(TWQ)的多种模型(或工具)。无论如何,这些模型有不同的结构和测量,没有经验证据来比较它们。本研究分析了两个敏捷TWQ模型,得到了等效的结果。我们根据模型变量的定义对其进行映射。然后,我们使用贝叶斯网络模型(即TWQ-BN模型)和结构方程模型(即TWQ-SEM模型)收集数据。我们采访了来自两家软件开发公司的162名团队成员。我们使用Bland-Altman方法分析数据。结果表明,交际、协调、衔接和相互支持四个变量的结果是不相等的。另一方面,我们没有足够的证据来证明模型不同意测量成员贡献变量的努力和平衡。这项研究的结果详细说明了两种最先进的敏捷twq在其度量方面的比较,以及进一步调查的潜在研究领域。
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引用次数: 0
Calculation of Complex Power Generated by a Transmitting Thin Wire Antenna Radiating above a Lossy Half-space 发射细线天线辐射于有耗半空间上的复功率计算
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2021-0173
D. Poljak, V. Doric
— The paper deals with an efficient approach to determine complex power generated by a thin wire antenna above a lossy ground. Once the current distribution along a thin wire is obtained by numerically solving the Pocklington integro-differential equation the complex power of the antenna can be obtained by solving the integral over the inner product of tangential component of the electric field and current distribution along the wire stemming from Poynting theorem. Numerical calculation procedure uses the vectors and matrices already constructed within the calculation procedure for the current distribution. Some illustrative numerical results for the active power, reactive power and apparent power of the dipole antenna radiating over a lossy half-space are presented in the paper for different values of input parameters.
本文讨论了一种有效的方法来确定在有损耗的地面上由细线天线产生的复杂功率。通过数值求解波克林顿积分微分方程得到细导线上的电流分布后,根据波印廷定理对电场切向分量与导线上电流分布的内积求积分,即可得到天线的复功率。数值计算程序使用在计算程序中已经构造的向量和矩阵来表示当前的分布。本文给出了在有耗半空间上辐射的偶极子天线在不同输入参数下的有功功率、无功功率和视在功率的数值计算结果。
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引用次数: 1
Design and Implementation of a Fully Flexible Cognitive Radio Modem 全柔性认知无线电调制解调器的设计与实现
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2022-0008
Greta A. Vardanyan, Martin Ts. Ayvazyan, Orbel Zh. Sevoyan
—Software-defined radio (SDR)-based cognitive communication radio systems are very popular at present, and there have been many investigations on this topic. This paper proposes a new type of cognitive radio transceiver (TRX) that can detect, recognize, and analyze input signals in real-time with minimal data loss. New hardware is designed and manufactured that combines a transmitter and a receiver in a dedicated integrated circuit. For data processing, a field-programmable gate array (FPGA) is used. For each integrated hardware block, appropriate software modules are developed to construct a complex adaptive radiocommunication system as a radio modem that can be configured as a transceiver or repeater. The source coder, channel coder, modulator, spectrum monitoring module, spectrum analyzer, channelizer, symbol rate detector, modulator, modulation type recognition module, demodulator, channel decoder and source decoder are all developed as software modules.
基于软件定义无线电(software defined radio, SDR)的认知通信无线电系统是目前非常流行的一种无线电通信系统,在这方面也有很多研究。本文提出了一种新型的认知无线电收发器(TRX),它能够以最小的数据丢失实时检测、识别和分析输入信号。新的硬件被设计和制造,将发射器和接收器结合在专用集成电路中。数据处理采用现场可编程门阵列(FPGA)。对于每个集成硬件块,开发适当的软件模块来构建一个复杂的自适应无线电通信系统,作为一个无线电调制解调器,可以配置为收发器或中继器。信源编码器、信道编码器、调制器、频谱监控模块、频谱分析仪、信道转换器、码率检测器、调制器、调制类型识别模块、解调器、信道解码器和信源解码器均作为软件模块进行开发。
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引用次数: 1
Multi-Criteria Service Selection Agent for Federated Cloud 联邦云的多准则服务选择代理
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-01-01 DOI: 10.24138/jcomss-2021-0148
S. Sudhakar, B. Radhakrishnan, P. Karthikeyan, K. Sagayam, Dac-Nhuong Le
— Federated cloud interconnects small and medium-sized cloud service providers for service enhancement to meet demand spikes. The service bartering technique in the federated cloud enables service providers to exchange their services. Selecting an optimal service provider to share services is challenging in the cloud federation. Agent-based and Reciprocal Resource Fairness (RRF) based models are used in the federated cloud for service selection. The agent-based model selects the best service provider using Quality of Service (quality of service). RRF model chooses fair service providers based on service providers' previous service contribution to the federation. However, the models mentioned above fail to address free rider and poor performer problems during the service provider selection process. To solve the above issue, we propose a Multi-criteria Service Selection (MCSS) algorithm for effectively selecting a service provider using quality of service, Performance-Cost Ratio (PCR), and RRF. Comprehensive case studies are conducted to prove the effectiveness of the proposed algorithm. Extensive simulation experiments are conducted to compare the proposed algorithm performance with the existing algorithm. The evaluation results demonstrated that MCSS provides 10% more services selection efficiency than Cloud Resource Bartering System (CRBS) and provides 16% more service selection efficiency than RPF.
-联合云连接中小型云服务提供商,以增强服务以满足需求高峰。联邦云中的服务物物交换技术使服务提供者能够交换他们的服务。在云联盟中,选择一个最佳的服务提供商来共享服务是一项挑战。联邦云中使用基于代理和基于互惠资源公平(RRF)的模型进行服务选择。基于代理的模型使用服务质量(Quality of service)选择最佳的服务提供者。RRF模型根据服务提供者以前对联盟的服务贡献来选择公平的服务提供者。然而,上述模型未能解决服务提供商选择过程中的搭便车和性能差问题。为了解决上述问题,我们提出了一种多准则服务选择(MCSS)算法,该算法利用服务质量、性能成本比(PCR)和RRF有效地选择服务提供商。通过全面的案例研究,证明了该算法的有效性。进行了大量的仿真实验,比较了所提算法与现有算法的性能。评估结果表明,MCSS比CRBS (Cloud Resource Bartering System)提高10%的服务选择效率,比RPF提高16%的服务选择效率。
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引用次数: 2
期刊
Journal of Communications Software and Systems
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