2016 Annual Conference on Information Science and Systems (CISS)最新文献_第2页

Nonlinear structural equation models for network topology inference 网络拓扑推理的非线性结构方程模型

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460495

Yanning Shen, Brian Baingana, G. Giannakis

引用次数: 10

Interdependency analysis of communications and control in networked cyber physical systems: An entropy framework 网络网络物理系统中通信与控制的相互依赖分析:一个熵框架

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460493

Husheng Li

引用次数: 1

Learning with finite memory for machine type communication 机器类型通信的有限记忆学习

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460572

Taehyeun Park, W. Saad

引用次数: 10

Joint uplink/downlink and offloading optimization for mobile cloud computing with limited backhaul 有限回程移动云计算的联合上行/下行和卸载优化

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460540

A. Al-Shuwaili, Alireza Bagheri, O. Simeone

{"title":"Joint uplink/downlink and offloading optimization for mobile cloud computing with limited backhaul","authors":"A. Al-Shuwaili, Alireza Bagheri, O. Simeone","doi":"10.1109/CISS.2016.7460540","DOIUrl":"https://doi.org/10.1109/CISS.2016.7460540","url":null,"abstract":"Mobile cloud computing enables the offloading of computationally heavy applications, such as for gaming, object recognition or video processing, from mobile users (MUs) to a cloud server connected to wireless access points. The optimization of the operation of a mobile cloud computing system amounts to the problem of minimizing the energy required for offloading across all MUs under latency constraints at the application layer. In a scenario with multiple MUs transmitting over a shared wireless medium across multiple cells, this problem requires the management of interference for both the uplink, through which MUs offload the data needed for computation in the cloud, and for the downlink, through which the outcome of the cloud computation are fed back to the MUs, as well as the allocation of backhaul resources for communication between wireless edge and cloud and of computing resources at the cloud. In this paper, this problem is formulated for general multi-antenna, or MIMO, channels, and tackled by means of successive convex approximation methods. The numerical results illustrate the advantages of a joint allocation of computing and communication resources.","PeriodicalId":346776,"journal":{"name":"2016 Annual Conference on Information Science and Systems (CISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129145900","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

Cyber Fighter Associate: A Decision Support System for cyber agility 网络战斗伙伴:网络敏捷性的决策支持系统

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460501

Charles Huber, P. Mcdaniel, Scott E. Brown, L. Marvel

引用次数: 8

Privacy-preserving source separation for distributed data using independent component analysis 使用独立组件分析对分布式数据进行保护隐私的源分离

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460488

H. Imtiaz, Rogers F. Silva, Bradley T. Baker, S. Plis, A. Sarwate, V. Calhoun

引用次数: 7

Neuronal encoding models of complex receptive fields: A comparison of nonparametric and parametric approaches 复杂感受野的神经元编码模型:非参数和参数方法的比较

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460564

Rahul Agarwal, Z. Chen, F. Kloosterman, M. Wilson, S. Sarma

{"title":"Neuronal encoding models of complex receptive fields: A comparison of nonparametric and parametric approaches","authors":"Rahul Agarwal, Z. Chen, F. Kloosterman, M. Wilson, S. Sarma","doi":"10.1109/CISS.2016.7460564","DOIUrl":"https://doi.org/10.1109/CISS.2016.7460564","url":null,"abstract":"Parametric models have been widely used to estimate conditional intensity functions of neuronal spike train point processes and are efficient to construct from experimental data. Furthermore, parametric models are easy to interpret. However, neurons that have more complex receptive fields may not be sufficiently characterized through parametric modeling since it imposes strict structure on the encoding fields. In this paper, we consider a pyramidal neuron recorded from the rat hippocampus, called a “place” cell, that has a diverse apparently multimodal receptive field that encodes information about the spatial position while the rat freely-forages in a circular environment. We construct encoding models for this place cell using two nonparametric modeling approaches, our recently developed band-limited maximum likelihood (BLML) estimator and a kernel density estimator (KDE); and compare them to models constructed using two parametric approaches that have been previously applied to these neurons. We found that the BLML and KDE better capture the complex receptive field of the studied cell as measured by the KS-statistic and log-likelihood.","PeriodicalId":346776,"journal":{"name":"2016 Annual Conference on Information Science and Systems (CISS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132309436","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

Sequential aggregate authentication codes with information theoretic security 具有信息理论安全性的顺序聚合认证码

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460500

Shinichiro Tomita, Yohei Watanabe, Junji Shikata

引用次数: 3

On the LLR criterion based shortening design for LDPC codes 基于LLR准则的LDPC码缩短设计

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460482

Hui Wang, Qingchun Chen, Yong Zhang

{"title":"On the LLR criterion based shortening design for LDPC codes","authors":"Hui Wang, Qingchun Chen, Yong Zhang","doi":"10.1109/CISS.2016.7460482","DOIUrl":"https://doi.org/10.1109/CISS.2016.7460482","url":null,"abstract":"In shortening based coding design, a certain amount of known information bits (for instance, all 0 bits) will be inserted into each information packet for encoding and be removed before transmission. Since they are known, the decoder can assume a complete codeword in decoding, even those known bits are not delivered at all. Basically, shortening provides a framework to generate a set of more powerful codewords with shorter size and lower rate from one mother LDPC code. In this paper, a novel log-likelihood ratio (LLR) criterion is proposed to identify those shortening information indices for LDPC codes. Firstly, the LLR criterion is introduced to show how to determine the LLR reliability metric for each individual information bit via a simple noise-free decoding step. Then it is proposed to determine the shortened information indices based on the LLR ordering. The relationship between the proposed shortening scheme and the known approaches are highlighted as well. Finally, the irregular QC-LDPC codes in IEEE 802.11ac standard is utilized as an example to verify the proposed LLR criterion based shortening design. And our analysis unveils that the proposed shortening scheme provides an efficient shortening scheme for LDPC codes with lower computational complexity but better reliability performance.","PeriodicalId":346776,"journal":{"name":"2016 Annual Conference on Information Science and Systems (CISS)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127898672","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: 3

Fidelity loss in distribution-preserving anonymization and histogram equalization 保分布匿名化和直方图均衡中的保真度损失

2016 Annual Conference on Information Science and Systems (CISS) Pub Date : 2016-03-16 DOI: 10.1109/CISS.2016.7460471

L. Varshney, Kush R. Varshney

引用次数: 0