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Correlating Decision Theory with Cyber Threat Intelligence: Novel Perspectives 关联决策理论与网络威胁情报:新视角
Pub Date : 2023-09-01 DOI: 10.36548/jsws.2023.3.004
Neha Akella, None Manas Kumar Yogi
An organization, with the help of cyber threat intelligence framework, can protect itself from the cyber threats. The stakeholder cyber safety is paramount and such intelligence frameworks help leveraging the business value of its intellectual properties. Events related to securing the cyber aspects of an organization are possible by connecting it with essential features of decision theory. Few assumptions are made pertaining to descriptive, prescriptive and normative decision theory which help in identification of cyber weakness and security loopholes of an organization. This study extracts novel viewpoints from the strongholds of decision theoretical models and propagates decisions on how to face the cyber-attacks.
在网络威胁情报框架的帮助下,组织可以保护自己免受网络威胁。利益相关者的网络安全至关重要,此类情报框架有助于利用其知识产权的商业价值。通过将其与决策理论的基本特征联系起来,与保护组织的网络方面相关的事件是可能的。很少有关于描述性,规范性和规范性决策理论的假设,有助于识别组织的网络弱点和安全漏洞。本研究从决策理论模型的据点中提取新的观点,并传播如何面对网络攻击的决策。
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引用次数: 0
Comodule Estimation of Cognitive Sensor Networks Based on Partial Clustering for Partial Observed Data 基于部分观测数据部分聚类的认知传感器网络模块估计
Pub Date : 2023-09-01 DOI: 10.36548/jsws.2023.3.006
None Abdul bin Ismail
The proposed study is on the partial clustering algorithms for cognitive sensor networks that deal with partially observed data. The proposed algorithms aim to estimate clusters in the presence of missing values and leverage data imputation techniques to fill in the gaps in the target and station device matrices. A modified loss function is introduced to shape the cluster centers, and robust Non-negative Matrix Factorization (NMF) algorithms are utilized to enhance the robustness of the clustering process. This research contributes to the field of cognitive sensor networks by providing insights into the challenges of partial clustering and presenting effective algorithms to address them. The proposed methods have the potential to enhance the performance of clustering tasks in various domains, including sensor networks, by accounting for missing data and producing accurate cluster reconstructions.
本研究针对认知传感器网络中处理部分观测数据的部分聚类算法进行研究。所提出的算法旨在估计存在缺失值的簇,并利用数据插入技术来填补目标和站设备矩阵中的空白。引入一种修正的损失函数来形成聚类中心,并利用鲁棒非负矩阵分解(NMF)算法来增强聚类过程的鲁棒性。本研究通过提供对部分聚类挑战的见解并提出有效的算法来解决这些挑战,为认知传感器网络领域做出了贡献。所提出的方法有可能通过考虑缺失数据和产生准确的聚类重建来提高包括传感器网络在内的各个领域的聚类任务的性能。
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引用次数: 0
Intelligent Kitchen Safety and Emergency Response System using IoT 使用物联网的智能厨房安全和应急响应系统
Pub Date : 2023-09-01 DOI: 10.36548/jsws.2023.3.005
None Charu Ahamed S, None Kishore Kumar K, None Mohamed Vasim Hussain K
The potential dangers stemming from inadequate safety measures in kitchens, including gas leaks and temperature fluctuations, can lead to severe consequences such as explosions, fires, and health hazards. To counteract these risks, an innovative research centered around a dual-purpose sensor system is proposed. This system effectively detects both gas leaks and temperature anomalies using a single sensor, optimizing efficiency and affordability. Notably, an added feature involves a low-cost camera module that captures images during critical situations like gas leaks or extreme temperature changes. These images are then transmitted via IoT technology to a designated Telegram channel, providing an additional layer of visual data to aid in emergency responses. The research stands out for its cost-effective design, focusing on low energy consumption and practical usage, making it an ideal solution for elevating kitchen safety standards.
厨房安全措施不充分所产生的潜在危险,包括燃气泄漏和温度波动,可能导致爆炸、火灾和健康危害等严重后果。为了消除这些风险,提出了一种以双用途传感器系统为中心的创新研究。该系统使用单个传感器有效地检测气体泄漏和温度异常,从而优化了效率和价格。值得注意的是,它增加了一个低成本的相机模块,可以在气体泄漏或极端温度变化等关键情况下捕捉图像。然后,这些图像通过物联网技术传输到指定的电报频道,提供额外的视觉数据层,以帮助紧急响应。该研究以其经济高效的设计,注重低能耗和实用,使其成为提高厨房安全标准的理想解决方案。
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引用次数: 0
Coding of Chipless RFID Tag using Multiresonator 基于多谐振器的无芯片RFID标签编码
Pub Date : 2023-09-01 DOI: 10.36548/jsws.2023.3.007
None C. Gokila
This research presents the design and simulation of chipless RFID tag based on retransmission. Chipless RFID tag design using inverted L-shaped multi-resonator is proposed in this research. The coding capacity of the tag is 10 bits and the design is simulated using FR4 substrate. Total of 2^(10 ) individual data can be encoded through the proposed design. Occupied frequency range of the design is from 2 GHz to 4 GHz. Chipless RFID tags have its wide applications due to its low cost and compact structure. The printed versions of this tags can be effectively employed in supply chain management for industries.
研究了基于重传的无芯片RFID标签的设计与仿真。本研究提出一种基于倒l型多谐振器的无晶片RFID标签设计。该标签的编码容量为10位,设计采用FR4基板进行仿真。通过所提出的设计,总共可以对2^(10)个数据进行编码。本设计占用的频率范围为2ghz ~ 4ghz。无芯片RFID标签具有成本低、结构紧凑等优点,具有广泛的应用前景。这种标签的印刷版本可以有效地用于工业供应链管理。
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引用次数: 0
Initial Access through Beamforming in mmWave 通过毫米波波束成形实现初始接入
Pub Date : 2020-05-26 DOI: 10.36548/jsws.2020.2.005
Ms. Christina G.
Future Wi-Fi, 5G Cellular and millimetre-wave (mmWave) will depend on highly directional links in order to prevail over exuberant path loss experienced in the different bands of frequency. However, in order to establish these type of links, the receiver and transmitter need mutual discovery which will result in high energy consumption and large latency. The proposed work deals with reduction of energy consumption and latency significantly with the help of a fully digital front-end. The digital beamformer will receive the spatial samples within a shot, from all directions. However, in analog front-ends, sampling is allowed for beamforming in one particular direction at a time resulting in the time period in which the mobile is “on” for longer. This will result in an increase in energy consumption by more than four times for the analog front-end when compared with digital front-ends, taking into consideration the antenna arrays’ size. However, from the power consumption point of view, using a fully digital beamforming post beam discovery is not recommended. Hence in order to overcome this drawback, a digital beamformer coupled with a 4-bit A-D convertor with low resolution is proposed. The use of low resolution will decrease the power consumption such that it is in the same zone as that of analog beam forming while it is possible to make use of the fully digital beamforming spatial multiplexing capabilities resulting in improved energy efficiency and reduced discovery latency.
未来的 Wi-Fi、5G 蜂窝网络和毫米波(mmWave)将依赖于高指向性链路,以克服不同频段中出现的巨大路径损耗。然而,为了建立这类链接,接收器和发射器需要相互发现,这将导致高能耗和大延迟。拟议的工作借助全数字前端大幅降低能耗和延迟。数字波束形成器将在一个镜头内接收来自所有方向的空间采样。然而,在模拟前端中,一次采样只允许在一个特定方向上进行波束成形,这导致移动设备 "开启 "的时间更长。考虑到天线阵列的尺寸,这将导致模拟前端的能耗比数字前端增加四倍以上。然而,从功耗的角度来看,不建议使用全数字波束成形后波束发现。因此,为了克服这一缺点,我们提出了一种数字波束形成器与低分辨率的 4 位 A-D 转换器相结合的方案。低分辨率的使用将降低功耗,使其与模拟波束形成的功耗处于同一区域,同时可以利用全数字波束形成的空间多路复用能力,从而提高能效并减少发现延迟。
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引用次数: 2
5G Systems with Low Density Parity Check based Chanel Coding for Enhanced Mobile Broadband Scheme 基于低密度奇偶校验的香奈儿编码的 5G 系统,用于增强型移动宽带方案
Pub Date : 2020-03-25 DOI: 10.36548/jsws.2020.1.005
J. Chen
The 5G mobile communication standard based radio access technology (RAT) is analysed for implementation of several candidate coding schemes in this paper. The third generation partnership project (3GPP) in the 5G scenario based on the Enhanced mobile broadband (eMBB) scheme is considered. Factors like flexibility, complexity of computation, bit error rate (BER), and block error rate (BLER) are considered for the purpose of evaluation of the coding schemes. In order to evaluate the performance various applications and services, a suitable set is of parameters are provided. The candidate schemes considered for this purpose are polar codes, low density parity check (LDPC) and turbo codes. Fair comparison is performed by investigation of block lengths and obtaining suitable rates by proper design. In an additive white Gaussian noise (AWGN) channel, the performance of BLER / BER is obtained for diverse block lengths and code rates based on simulation. The simulation results show that the performance of LDPC is relatively efficient for various code rates and block lengths despite the better performance of polar codes at short block lengths. As an added advantage, LDPC codes also offer relatively low complexity.
本文分析了基于 5G 移动通信标准的无线接入技术(RAT)的几种候选编码方案的实施情况。本文考虑了基于增强移动宽带(eMBB)方案的 5G 场景中的第三代合作伙伴项目(3GPP)。在评估编码方案时,考虑了灵活性、计算复杂性、误码率 (BER) 和块误码率 (BLER) 等因素。为了评估各种应用和服务的性能,提供了一套合适的参数。为此考虑的候选方案有极性编码、低密度奇偶校验(LDPC)和涡轮编码。通过对块长度的研究和适当的设计来获得合适的速率,从而进行公平的比较。在加性白高斯噪声(AWGN)信道中,通过仿真获得了不同码块长度和码率的 BLER / BER 性能。仿真结果表明,尽管极性码在较短的码块长度上性能更好,但 LDPC 码在各种码率和码块长度上的性能相对高效。此外,LDPC 码还具有相对较低的复杂性。
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引用次数: 6
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IRO Journal On Sustainable Wireless Systems
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