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2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)最新文献

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5G beamforming implementation and trade-off investigation of cylindrical array arrangements 5G波束形成实现及圆柱阵列布置的权衡研究
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096201
D. Riviello, F. D. Stasio
{"title":"5G beamforming implementation and trade-off investigation of cylindrical array arrangements","authors":"D. Riviello, F. D. Stasio","doi":"10.1109/WPMC48795.2019.9096201","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096201","url":null,"abstract":"In this paper, we study the performance of a 5G network working at mmW range for the uplink. We consider a single base station scenario equipped with a cylindrical array and a circular array (which can be seen as a single ring cylindrical array), isotropic and directive antenna elements are taken into account and we evaluate the trade-off between antennas per ring and number of rings with fixed number of total antennas. Users are modeled as a spatial Binomial point process in a hexagonal cell. As beamforming techniques, Conventional and Capon algorithms have been considered. As main KPI to evaluate system performance, we consider average achievable per-user rate with different system configurations, such as network loading. The key result of the trade-off investigation is that, when the radius of the cell is much larger than the height of the base station, the best performance occurs when the cylindrical array degenerates in a circular array both when users lay at ground level and with random heights.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124654886","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: 2
An Energy Efficient D2D Model with Guaranteed Quality of Service for Cloud Radio Access Networks 云无线接入网络中具有保证服务质量的节能D2D模型
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096086
Isuru Ranawaka, Kasun T. Hemachandra, Tharaka Samarasinghe, Theshani Nuradha
{"title":"An Energy Efficient D2D Model with Guaranteed Quality of Service for Cloud Radio Access Networks","authors":"Isuru Ranawaka, Kasun T. Hemachandra, Tharaka Samarasinghe, Theshani Nuradha","doi":"10.1109/WPMC48795.2019.9096086","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096086","url":null,"abstract":"This paper proposes a spectrum selection scheme and a transmit power minimization scheme for a device-to-device (D2D) network cross-laid with a cloud radio access network (CRAN). The D2D communications are allowed as an overlay to the CRAN as well as in the unlicensed industrial, scientific and medical radio (ISM) band. A link distance based scheme is proposed and closed-form approximations are derived for the link distance thresholds to select the operating band of the D2D users. Furthermore, analytical expressions are derived to calculate the minimum required transmit power to achieve a guaranteed level of quality of service in each operating band. The results demonstrate that the proposed scheme achieves nearly 50% power saving compared to a monolithic (purely overlay or purely ISM band) D2D network.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121812751","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: 2
Crowdsourced Radio Environment Mapping by Exploiting Machine Learning 利用机器学习的众包无线电环境映射
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096108
Mina Akimoto, Xiaoyan Wang, M. Umehira, Yusheng Ji
{"title":"Crowdsourced Radio Environment Mapping by Exploiting Machine Learning","authors":"Mina Akimoto, Xiaoyan Wang, M. Umehira, Yusheng Ji","doi":"10.1109/WPMC48795.2019.9096108","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096108","url":null,"abstract":"Accurate and cost-efficient radio environment mapping (REM) is of great importance to realize dynamic spectrum sharing. Two kinds of existing approaches, i.e., propagation model based approach and sensor monitoring based approach, are suffering from either inaccurate spectrum availability or high deployment cost. To solve these problems, crowdsourced REM is proposed which recruits users to fulfill the sensing tasks. In this work, we propose a novel crowdsourced REM method which exploits machine learning techniques to choose crowdsourced data for radio field intensity interpolation. The evaluation results demonstrate that the proposed method is capable of reducing the estimation error substantially compared to the existing method.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127192800","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
Two-Step User Selection Algorithm for Multi-User Massive MIMO with Hybrid Beamforming 混合波束形成多用户大规模MIMO的两步用户选择算法
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096171
Nobuhide Nonaka, K. Muraoka, S. Suyama, Y. Okumura
{"title":"Two-Step User Selection Algorithm for Multi-User Massive MIMO with Hybrid Beamforming","authors":"Nobuhide Nonaka, K. Muraoka, S. Suyama, Y. Okumura","doi":"10.1109/WPMC48795.2019.9096171","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096171","url":null,"abstract":"The fifth-generation (5G) mobile communication system will introduce the use of high frequency bands with wide bandwidth and Massive MIMO technology for realizing higher bit rate than 20 Gbps. One of practical ways to realize Massive MIMO in high frequency bands is hybrid beamforming (BF) that combines analog BF with digital precoding. In multi-user Massive MIMO system employing hybrid BF, user selection is an important function because its performance is highly affected by inter-user interference. However, the computational complexity of the user selection in multi-user Massive MIMO is high because a size of MIMO channel matrix is also large. Furthermore, satisfying user fairness by proportional fairness (PF) criteria leads to further increase of the complexity because re-calculation of precoding and postcoding matrices is required for each combination of selected users. To realize user-fair and lowcomplexity user selection algorithm for high SHF wideband multiuser Massive MIMO employing hybrid BF, this paper proposes a two-step user selection algorithm which is a combination of PF based user selection and chordal distance user selection. Results of computer simulations show that the proposed two-step user selection algorithm can achieve higher system performance than the conventional user selection algorithms do with higher user fairness and lower computational complexity.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129505358","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: 2
Assessment of Traffic Prediction Models for Mobile Communication Networks 移动通信网络流量预测模型的评估
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096098
Diogo J. A. Clemente, Daniel F. S. Fernandes, Rodrigo Cortesão, G. Soares, P. Sebastião, L. Ferreira
{"title":"Assessment of Traffic Prediction Models for Mobile Communication Networks","authors":"Diogo J. A. Clemente, Daniel F. S. Fernandes, Rodrigo Cortesão, G. Soares, P. Sebastião, L. Ferreira","doi":"10.1109/WPMC48795.2019.9096098","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096098","url":null,"abstract":"In mobile communication systems, radio access network cells transport data in resource elements. Each cell has a maximum capacity of resources per second, depending on its bandwidth. Resource elements time series express the variations of traffic in a cell, which varies strongly, both spatially and temporally. In this work, the prediction of mobile communications traffic, based on available monitoring data, is addressed. Were used two strategies to predict the future observations of the time series: Holt-Winters and SARIMA.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128690947","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: 2
Epileptical Seizure Detection: Performance analysis of gamma band in EEG signal Using Short-Time Fourier Transform
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096119
M. Sameer, A. Gupta, Chinmay Chakraborty, B. Gupta
{"title":"Epileptical Seizure Detection: Performance analysis of gamma band in EEG signal Using Short-Time Fourier Transform","authors":"M. Sameer, A. Gupta, Chinmay Chakraborty, B. Gupta","doi":"10.1109/WPMC48795.2019.9096119","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096119","url":null,"abstract":"The EEG signal consist various frequency bands, which represents human activities like emotion, attention sleep stage etc. For the detection of epileptical seizures, it is required to perform classification on the basis of various EEG segments. This paper, presents performance analysis of gamma band in EEG signal using short-time fourier transform (STFT). It also gives comparison of various classification methods and achieves very good accuracy with some classification techniques. Analysis has been performed with following stages like STFT, extraction of gamma frequency band, statistical features extraction and finally applied to classifier. This paper deals with extraction of statistical features from obtained 2-Dimensional data using STFT and performed classification in high frequency band for epilepsy. Here, proposed Random Forest (RF) classifier achieved accuracy of 90%.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129931153","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: 22
Adaptive Parameter Adjustment for Uplink Transmission for Multi-gateway LoRa Systems 多网关LoRa系统上行传输自适应参数调整
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096115
Wei-Shun Liao, Ou Zhao, K. Ishizu, F. Kojima
{"title":"Adaptive Parameter Adjustment for Uplink Transmission for Multi-gateway LoRa Systems","authors":"Wei-Shun Liao, Ou Zhao, K. Ishizu, F. Kojima","doi":"10.1109/WPMC48795.2019.9096115","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096115","url":null,"abstract":"Recently, low power wide area (LPWA) wireless technologies is one of the most popular topics in wireless communication area because of their important function of realizing Internet of Things (IoT) applications. Among all the LPWA technologies, LoRa is popular and important with low power consumption, long life-time, robustness to noise, and low deployment cost. For LoRa system, adopting multi-gateway structure can obtain diversity of gateway selection and hence improve performance. In this study, we investigate the characteristics of multigateway LoRa system and propose a novel method to dynamically select serving gateway and allocate spreading factor (SF) considering packet error rate (PER) for each end device. The proposed method reduces packet collision rate by balancing the on-air time of each SF and adjusts the SF allocation for each end device by its previous accumulated PER. From the simulation results, the proposed method can obtain about 35$Psi_{0}$ and 29$Psi_{0}$ improvement in bit error rate (BER) and PER, respectively, which validates the effectiveness of the proposed method.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"350 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132834354","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: 1
Mapping between Average SINR and Supported Throughput in 5G New Radio Small Cell Networks 5G新型无线小蜂窝网络中平均信噪比与支持吞吐量的映射
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096179
A. Ramos, Bruno C. Silva, Marisa S. Lourenço, Emanuel Teixeira, F. J. Velez
{"title":"Mapping between Average SINR and Supported Throughput in 5G New Radio Small Cell Networks","authors":"A. Ramos, Bruno C. Silva, Marisa S. Lourenço, Emanuel Teixeira, F. J. Velez","doi":"10.1109/WPMC48795.2019.9096179","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096179","url":null,"abstract":"The introduction of small cells through the addition of low-power base stations to existing macro-eNBs has been explored as an easy and cheap solution to increase capacity in hot spots with high user demand, to fill in areas not covered by the macro network and to improve network performance and service quality in 4G and 5G New Radio (NR) networks. The combination of large macro-cells with small cells, generating a heterogeneous network, provides increased bit rates per unit area. This paper explores fundamental aspects of the mapping between the average Signal to Interference plus Noise Ratio (SINR) and the supported throughput in a context of 5G NR Small Cell Heterogeneous Networks operating at 2.6 GHz, 3.5 GHz and 5.62 GHz, through an implicit formulation approach that considers the mapping between threshold values for the SINR and Modulation Coding Schemes to obtain values for the PHY throughput. The technical specifications given by Release 15 of the 3rd Generation Partnership Project for 5G NR are followed, while considering a bandwidth of 100 MHz and Sub Carrier Spacing (SCS) of 60 kHz. By analysing the results one concludes that there is a one-to-one correspondence between the average SINR and the supported throughput, with an enhanced behaviour for cell radii longer than the ratio between the breakpoint distance and the co-channel reuse factor.","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"87 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127995448","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: 5
Triple S -Secure Sustainable Ships 3s -安全可持续船舶
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096199
Peter Rus
{"title":"Triple S -Secure Sustainable Ships","authors":"Peter Rus","doi":"10.1109/WPMC48795.2019.9096199","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096199","url":null,"abstract":"If real-time data on how the ship behaves (hull&structures, machinery, systems etc.) can be transferred to the shore where experts can structure that data, combine the data with other information supplied by manufacturers, port authorities, weather forecast agencies and other sources and match the results with operational Key Performance Indicators (KPI’s) a variety of attractive possibilities for operating ships from the shore emerge","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114525814","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
Technology oriented value propositions for Bluetown Case Bluetown Case的技术导向价值主张
2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC) Pub Date : 2019-11-01 DOI: 10.1109/WPMC48795.2019.9096206
Kevin W. Singh, Ambuj Kumar, Sadia Anwar, Satya N. Gupta
{"title":"Technology oriented value propositions for Bluetown Case","authors":"Kevin W. Singh, Ambuj Kumar, Sadia Anwar, Satya N. Gupta","doi":"10.1109/WPMC48795.2019.9096206","DOIUrl":"https://doi.org/10.1109/WPMC48795.2019.9096206","url":null,"abstract":"Blue Town is a Danish business operating in India as a managed hotspot service provider for rural areas. Bluetown has partnered with BSNL in Jharkhand, a state in eastern India, to provide Wi-Fi hotspots in rural areas with hotspots present in over 782 remote locations across Jharkhand. Even with a significant number of hotspots present, Bluetown is trying to come up with solutions to create a sustainable business. The goal of this paper is to analyze the Bluetown business using BeeStar and other business modeling tools and ascertain the “As is” situation of the business and also come up with a “To Be” approach","PeriodicalId":298927,"journal":{"name":"2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"2 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124294496","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
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