2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)最新文献

Multi-Layer Relevance Networks 多层关联网络

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8446016

Brandon Oselio, Sijia Liu, A. Hero

{"title":"Multi-Layer Relevance Networks","authors":"Brandon Oselio, Sijia Liu, A. Hero","doi":"10.1109/SPAWC.2018.8446016","DOIUrl":"https://doi.org/10.1109/SPAWC.2018.8446016","url":null,"abstract":"Many real-world complex systems can be described by a network structure, where a set of elementary units, e.g, human, gene, sensor, or other types of ‘nodes' are connected by edges that represent dyadic relations, e.g., an observed interaction or an inferred dependence measured by correlation or mutual information. Such so-called relevance networks can be undirected or directed graphs depending on whether the relevance measure is symmetric or asymmetric. Often there are multiple ways that pairs of nodes might be related, e.g., by family ties, friendships, and professional connections in a social network. A multi-layer relevance network can be used to simultaneously capture these different types of relations. Dynamic relevance networks whose edges change over time are a type of multi-layer network, with each layer representing relations at a particular time instant. In this paper, we review and discuss multi-layer relevance network models in the context of relevance measures and node centrality for datasets with multivalent relations. We illustrate these models for dynamic gene regulatory networks and dynamic social networks.","PeriodicalId":240036,"journal":{"name":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121339213","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

Massive MIMO for SWIPT: A Measurement-Based Study of Precoding SWIPT的大规模MIMO:一种基于测量的预编码研究

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445772

Steven Claessens, Cheng-Ming Chen, D. Schreurs, S. Pollin

{"title":"Massive MIMO for SWIPT: A Measurement-Based Study of Precoding","authors":"Steven Claessens, Cheng-Ming Chen, D. Schreurs, S. Pollin","doi":"10.1109/SPAWC.2018.8445772","DOIUrl":"https://doi.org/10.1109/SPAWC.2018.8445772","url":null,"abstract":"Massive multiple-input multiple-output transfer (MaMIMO) has been shown to be a viable technology for improving spectrum and energy efficiency of future wireless generations, both using theoretical and measurement-based approaches. While the benefits of Massive MIMO for simultaneous wireless information and power transfer (SWIPT) have been established in theory, no practical evaluations have been reported. In this paper, we evaluate the power transfer efficiency of various established precoding algorithms, using random data signals and two methods to deal with the necessity of channel state information. A first method relies on uplink pilots transmitted by the energy harvesting receiver, while for the second method we use channel beacons to avoid that every sensor has to consume power to transmit pilots. We experimentally evaluate the efficiency of both approaches as function of the number of antennas and the precoder used and show that increasing the amount of antennas from 2 to 64 while fixing total transmit power results in a 10 fold increase in rectifier output voltage. When using a channel beacon, we show that receive power can be sacrificed to construct broader beams, which can be shared by different wirelessly powered sensors. All measurements report rectifier output voltage, as measured in our facility.","PeriodicalId":240036,"journal":{"name":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127446964","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: 7

Using Spectrum Maps for Surveillance Avoiding Path Planning 利用频谱图进行监视避免路径规划

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8446033

M. Melvasalo, V. Koivunen

引用次数: 1

On Covert Communication Over Infinite-Bandwidth Gaussian Channels 无限带宽高斯信道上的隐蔽通信

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445976

Ligong Wang

引用次数: 4

Variable Length Joint Source-Channel Coding of Text Using Deep Neural Networks 基于深度神经网络的文本变长联合源信道编码

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445924

Milind Rao, N. Farsad, A. Goldsmith

引用次数: 8

On the Age of Information in Multi-Source Multi-Hop Wireless Status Update Networks 多源多跳无线状态更新网络的信息时代研究

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445981

S. Farazi, A. G. Klein, J. McNeill, D. Brown

{"title":"On the Age of Information in Multi-Source Multi-Hop Wireless Status Update Networks","authors":"S. Farazi, A. G. Klein, J. McNeill, D. Brown","doi":"10.1109/SPAWC.2018.8445981","DOIUrl":"https://doi.org/10.1109/SPAWC.2018.8445981","url":null,"abstract":"This paper studies a multi-source “age of information” problem in multi-hop wireless networks with packetized status updates and explicit channel contention. Specifically, the scenario considered in this paper assumes that each node in the network is a both a source and a monitor of information. Nodes take turns broadcasting their information to other nodes in the network while also maintaining tables of status updates for the information received from all other nodes in the network. Lower bounds on the peak and average age of information are derived and are found to be a function of fundamental graph properties including the connected domination number of the graph and the average shortest path length. In addition to these converse results, achievability results are developed through the presentation of an explicit algorithm for constructing near-optimal status update schedules along with an analytical upper bound for the average and peak age of these schedules. Finally, numerical results are presented that compute the bounds, construct schedules, and compute the achieved average and peak ages of these schedules exhaustively over every connected network topology with nine or fewer nodes. The results show that the the developed schedules achieve a peak age exactly matching the lower bounds and an average age within a multiplicative factor of 1.035 of the lower bound in all tested cases.","PeriodicalId":240036,"journal":{"name":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129104696","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: 38

Deadline-constrained Bursty Traffic in Random Access Wireless Networks 随机接入无线网络中受截止日期约束的突发流量

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445861

Nikolaos Nomikos, N. Pappas, Themistoklis Charalambous, Y. Pignolet

引用次数: 8

Training-Assisted Channel Estimation for Low-Complexity Squared-Envelope Receivers 低复杂度方包络接收机的训练辅助信道估计

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445974

H. Çelebi, Antonios Pitarokoilis, M. Skoglund

引用次数: 3

Estimating the Molecular Information Through Cell Signal Transduction Pathways 通过细胞信号转导途径估计分子信息

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445884

Zahmeeth Sakkaff, Aditya Immaneni, M. Pierobon

{"title":"Estimating the Molecular Information Through Cell Signal Transduction Pathways","authors":"Zahmeeth Sakkaff, Aditya Immaneni, M. Pierobon","doi":"10.1109/SPAWC.2018.8445884","DOIUrl":"https://doi.org/10.1109/SPAWC.2018.8445884","url":null,"abstract":"The development of reliable abstractions, models, and characterizations of biochemical communication channels that propagate information from/to biological cells is one of the first challenges for the engineering of systems able to pervasively interface, control, and communicate through these channels, i.e., the Internet of Bio-N ano Things. Signal transduction pathways in eukaryotic cells are important examples of these channels, especially since their performance is directly linked to organisms' health, such as in cancer. In this paper, a novel computational approach is proposed to characterize the communication performance of signal transduction pathways based on chemical stochastic simulation tools, and the estimation of information-theoretic parameters from sample distributions. Differently from previous literature, this approach does not have constraints on the size of the data, accounts for the information contained in the dynamic pathway evolution, and estimates not only the end-to-end information propagation, but also the information through each component of the pathway. Numerical examples are provided as a case study focused on the popular JAK-STAT pathway, linked to immunodeficiency and cancer.","PeriodicalId":240036,"journal":{"name":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124296862","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: 9

QOS-Based Antenna and User Selection in Large-Scale Fading for Massive-MIMO Systems 大规模mimo系统大规模衰落中基于qos的天线和用户选择

2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) Pub Date : 2018-06-01 DOI: 10.1109/SPAWC.2018.8445879

J. Akhtar, K. Rajawat

引用次数: 4