2020 IEEE Latin-American Conference on Communications (LATINCOM)最新文献_第2页

A Fuzzy Intrusion Detection System for Identifying Cyber-Attacks on IoT Networks 物联网网络攻击识别的模糊入侵检测系统

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282320

A. L. Cristiani, D. Lieira, R. Meneguette, H. Camargo

{"title":"A Fuzzy Intrusion Detection System for Identifying Cyber-Attacks on IoT Networks","authors":"A. L. Cristiani, D. Lieira, R. Meneguette, H. Camargo","doi":"10.1109/LATINCOM50620.2020.9282320","DOIUrl":"https://doi.org/10.1109/LATINCOM50620.2020.9282320","url":null,"abstract":"The Internet of Things (IoT) is increasingly present in our daily activities, connecting the most varied types of physical devices present around us to the internet. IoT is the basis for smart cities, e-health, precision agriculture, among others. With this growth, the number of cyber-attacks against these types of devices and services has also increased. Each type of attack has its specific characteristics that allow its identification and prevention through machine learning techniques. However, classic machine learning techniques may have their performance compromised due to the non-stationary characteristics of these environments, together with the search for different types of vulnerabilities by attackers, attacks can suffer different types of mutations, in addition to the great possibility of new types of attacks arising over time. In this article, we propose an algorithm called Fuzzy Intrusion Detection System for IoT Networks (FROST) to identify cyber-attacks on IoT networks. FROST uses the concepts of fuzzy set theory to make the learning task more flexible, seeking to improve the performance in the classification of inaccurate data. In addition, FROST has a mechanism for identifying new types of intrusion online, during the classification of new instances. To evaluate our approach, we used the UNSW-NB15 data set and compared our method with another approach, very consolidated in the literature, which performs the same type of task. The results showed that FROST has a good performance in the classification of different types of attacks and that the fuzzy technique used helped to reduce errors and identify anomalies.","PeriodicalId":309189,"journal":{"name":"2020 IEEE Latin-American Conference on Communications (LATINCOM)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131495111","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: 6

Antenna Array Synthesis Through Particle Swarm Optimization for V2V Communications in Urban Intersections 基于粒子群优化的城市交叉口V2V通信天线阵合成

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282295

Raimundo Becerra, Sandy Bolufé, Hojin Kang, César A. Azurdia-Meza

引用次数: 1

Creating a more efficient Internet of Things through predictive analysis of resources 通过对资源的预测分析，创造更高效的物联网

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282339

Saibal K. Ghosh, D. Agrawal

{"title":"Creating a more efficient Internet of Things through predictive analysis of resources","authors":"Saibal K. Ghosh, D. Agrawal","doi":"10.1109/LATINCOM50620.2020.9282339","DOIUrl":"https://doi.org/10.1109/LATINCOM50620.2020.9282339","url":null,"abstract":"The greatest driver behind the stellar growth of the Internet of Things in the last couple of decades have been their minimal energy requirements. While this low energy envelope have made them near ubiquitous, it is also a huge bottleneck in real world deployments. A fine balance needs to be achieved such that these devices can perform enough meaningful computation in a reasonable amount of time to justify their deployment while consuming a reasonable amount of power to keep them running for extended periods. A common method to achieve this is through computational offloading wherein these devices move the heavy computation away to the edge and the cloud thereby increasing the network lifetime. Offloading computation from these devices also improves their performance as the computations are performed by powerful hardware at the edge and the cloud. However, this increases power consumption and network latencies from the need to transmit and receive extra synchronization data. Optimum performance can be achieved by intelligently deciding if the computation should be offloaded or performed locally - a task that is inherently difficult given the transient nature of the network and the systems. In this work, we formulate a distributed network optimization problem to achieve a balance between performance and energy consumption. Our simulation results show substantial network latency reduction and overall reduced power consumption.","PeriodicalId":309189,"journal":{"name":"2020 IEEE Latin-American Conference on Communications (LATINCOM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129321870","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 Low-Complexity Multi-Survivor Dynamic Programming for Constrained Discrete Optimization 约束离散优化的低复杂度多幸存者动态规划

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282342

I. Ahmed, H. Sadjadpour, S. Yousefi

引用次数: 2

Genetic Algorithm in Resource Allocation of RAN Slicing with QoS Isolation and Fairness 遗传算法在具有QoS隔离和公平性的RAN切片资源分配中的应用

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282290

Xu Yang, Yapeng Wang, I. Wong, Yue Liu, L. Cuthbert

引用次数: 4

Indoor Positioning System Prototype using Low Cost Technology 使用低成本技术的室内定位系统原型

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282288

María Paula Bucheli Fuentes, Karen Lisseth Munoz Ibarra, C. M. Hernández

引用次数: 2

A BER Analysis of NOMA on Rician Fading Channels 时域衰落信道上NOMA的误码率分析

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282306

Ali Al Khansa, Xiao Chen, Guan Gui, H. Sari

{"title":"A BER Analysis of NOMA on Rician Fading Channels","authors":"Ali Al Khansa, Xiao Chen, Guan Gui, H. Sari","doi":"10.1109/LATINCOM50620.2020.9282306","DOIUrl":"https://doi.org/10.1109/LATINCOM50620.2020.9282306","url":null,"abstract":"Non-Orthogonal Multiple Access (NOMA) has been a hot research topic over the past years. The general trend in the NOMA literature is the so-called Power-Domain NOMA (PD-NOMA), which requires a strong power imbalance at the receiver between the superposed signals. Also, the focus in the literature has been on the derivation of information theoretic results, and practical bit error rate (BER) has not attracted much attention. In recent papers, some of the present authors revived an early NOMA concept, which we refer to as NOMA-2000. Performance of NOMA-2000 was investigated on AWGN channels and Rayleigh fading channels, and it was found that in most cases this technique significantly outperforms PD-NOMA. The purpose of this paper is to compare the BER performances of the two schemes on Rician fading channels, which provide a more accurate representation of the radio channel in dense urban environments. The results confirm that on Rician channels too PD-NOMA suffers a strong SNR degradation with static resource allocation and that NOMA-2000 provides substantially better performance. But with dynamic resource allocation and user pairing, both techniques achieve good performance as long as the channel overloading factor does not exceed some limit.","PeriodicalId":309189,"journal":{"name":"2020 IEEE Latin-American Conference on Communications (LATINCOM)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127339026","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: 6

On the Design of a Substrate Integrated Waveguide Rotman Lens for K-Band Applications k波段基板集成波导罗特曼透镜的设计

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282350

R. Haro-Báez, J. Moreno, D. Benítez

引用次数: 0

On the Design of a Substrate Integrated Waveguide Butler Matrix for K-Band Applications k波段基板集成波导巴特勒矩阵的设计

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282292

R. Haro-Báez, Edwin R. LLugsha-Toapanta, D. Benítez

引用次数: 0

Experimental Evaluation of Capture Effect in an IEEE 802.15.4 WSN based on Unslotted-CSMA/CA 基于unslot - csma /CA的IEEE 802.15.4 WSN捕获效果实验评估

2020 IEEE Latin-American Conference on Communications (LATINCOM) Pub Date : 2020-11-18 DOI: 10.1109/LATINCOM50620.2020.9282305

N. Lopez, César A. Azurdia-Meza, S. M. Sánchez, C. Valencia

引用次数: 1