Springer

48435

Автор(ы): 

Автор(ов): 

7

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Automatic Recognition of a Weakly Identified Animal Activity State Based on Data Transformation of 3D Acceleration Sensor

ISBN/ISSN: 

978-3-319-99446-8 / 1865-0929

DOI: 

10.1007/978-3-319-99447-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

№ 919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

547-560
Аннотация
Smartbow ear-attached motion active sensor with a 3d accelerometer is used for animal activity tracking. Such technology is required to understand the welfare, nutrition scheme and management strategies for breeding cattle. The ear-tag with integrated sensor has no fixed location and orientation that leads to necessity to use the orientation independent features by solving a time series classification problem. In this paper we propose an accelerometer data transformation techniques based on Euler angle rotation and signal projection and show their equivalence relative to a reference coordinate system. The main aim is to increase a recognition accuracy for the weakly-identified states or actions. The previous research for the fitting of the calves has demonstrated certain difficulties by recognition of some rare states and actions, e.g. milk intake. The results show that an average area under the ROCcurve of 0.740 is achieved with improvement of 0.252 over classifications without data transformation.

Библиографическая ссылка: 

Штурм В., Мейер Д., Ефросинин Д.В., Роланд Л., Иверсен М., Дриллих М., Ауер В. Automatic Recognition of a Weakly Identified Animal Activity State Based on Data Transformation of 3D Acceleration Sensor // Communications in Computer and Information Science. 2018. № 919. С. 547-560.

48407

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Method of generating functions for performance characteristic analysis of the polling systems with adaptive polling and gated service

ISBN/ISSN: 

ISSN 1865-0929, ISBN 978-3-319-97594-8

DOI: 

10.1007/978-3-319-97595-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

Volume 912

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

348-359
Аннотация
In the paper, we consider a polling system with a cyclic adaptive polling order. The server polls the queues in a cyclic way but skips (does not visit) those that were empty when polling them in the previous cycle. We apply the generating function method to derive first and second order moments of the stationary state distribution of the queue length at the polling moments that allows calculating the mean delay in queues. Also we provide numerical results.

Библиографическая ссылка: 

Семёнова О.В., Буй З.Т. Method of generating functions for performance characteristic analysis of the polling systems with adaptive polling and gated service // Communications in Computer and Information Science. 2018. Volume 912. С. 348-359.

48398

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Principles of Construction of Mobile and Stationary Tethered High-Altitude Unmanned Telecommunication Platforms of Long-Term Operation

ISBN/ISSN: 

978-3-319-99446-8 / 1865-0929

DOI: 

10.1007/978-3-319-99447-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

№ 919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

561-569
Аннотация
This work considers the principles of designing of the new generation of tethered high-altitude telecommunication platforms. A set of theoretical and engineering problems for the development of technology and a system for ground-to-aircraft transmission of high-power energy based on the development of the principle of resonance highfrequency energy transfer by N. Tesla is formulated; of the development of a highly reliable unmanned vehicle for long-term use; of the development of a local navigation system that provides high positioning accuracy and increased noise immunity compared to satellite navigation systems, etc.

Библиографическая ссылка: 

Вишневский В.М., Ефросинин Д.В., Кришнамурти А.. Principles of Construction of Mobile and Stationary Tethered High-Altitude Unmanned Telecommunication Platforms of Long-Term Operation // Communications in Computer and Information Science. 2018. № 919. С. 561-569.

48395

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Analysis of Resource Sharing Between MBB and MTC Sessions with Data Aggregation Using Matrix-Analytic Methods and Simulation

ISBN/ISSN: 

978-3-319-99446-8 / 1865-0929

DOI: 

10.1007/978-3-319-99447-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

№ 919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

170-183
Аннотация
Mobile broadband (MBB) and ubiquitous machine type communications (MTC) appear essential in future 5G networks, however their requirements in terms of data rate, expected number of users, latency and reliability are largely contradictory, which constitutes a major challenge for 5G architecture design. MTC data aggregation via device clustering may prevent signaling congestion due to a massive number of MTC devices in the cell. Resource sharing between MBB and MTC sessions with MTC data aggregation can be modeled using a multi-service loss system, however its numerical analysis is impeded due to the considerable difference in scales of MBB and MTC parameters. In the paper, we use simulation to assess the performance measures of the loss system and its more realistic modification. Cases of light, moderate and heavy MTC loading and various parameters of the MMPP of MTC arrivals are considered.

Библиографическая ссылка: 

Яркина Н.В., Самуйлов К.Е., Вишневский В.М. Analysis of Resource Sharing Between MBB and MTC Sessions with Data Aggregation Using Matrix-Analytic Methods and Simulation // Communications in Computer and Information Science. 2018. № 919. С. 170-183.

48392

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

A Retrial Queueing System with Alternating Inter-retrial Time Distribution

ISBN/ISSN: 

978-3-319-99446-8 / 1865-0929

DOI: 

10.1007/978-3-319-99447-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

№ 919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

302-315
Аннотация
We consider a single-server retrial queuing system with Markovian Arrival Process (MAP) and phase-type (PH) service time distribution. Customers which find the server busy enter the orbit of infinite size and try their luck after some random time. Concerning the retrial process, we suppose that inter-retrial times have PH distribution if the number of customers in the orbit does not exceed some threshold and have exponential distribution otherwise. Such an assumption allows to some extent take into account the realistic nature of retrial process and, at the same time, to avoid a large increase in the dimensionality of the state space of this process. We consider two different policies of repeated attempts and describe the operation of the system by two different multi-dimensional Markov chains: by quasi-Toeplitz Markov chain in the case of a constant retrial rate and by asymptotically quasi-Toeplitz Markov chain in the case of an infinitely increasing retrial rate. Both chains are successfully analyzed in this paper. We derive the ergodicity condition, calculate the stationary distribution and the main performance measures of the system.

Библиографическая ссылка: 

Клименок В.И., Дудин А.Н., Вишневский В.М. A Retrial Queueing System with Alternating Inter-retrial Time Distribution // Communications in Computer and Information Science. 2018. № 919. С. 302-315.

48391

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

On a Queueing System with Processing of Service Items Under Vacation and N-policy

ISBN/ISSN: 

978-3-319-99446-8/1865-0929

DOI: 

10.1007/978-3-319-99447-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

№ 919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

43-57
Аннотация
In this paper we assume that the customers arrive at a single server queueing system according to Markovian Arrival process. When the system is empty, the server goes for vacation and produces inventory for future use during this period. The maximum processed inventory at a stretch isL. The inventory processing time follows phase type distribution. These are required for the service of customers-one for each customer. The server returns from vacation when there are N customers in the system. The service time follows two distinct phase type distributions depending on whether there is processed items or no processed item available at service commencement epoch. We analyse the distributions of time till the number of customers hit N or the inventory level reaches L, idle time, the distribution of time until the number of customers hit N and also the distribution of the number of inventory processed before the arrival of first customer. Also we provide the distribution of a busy cycle, LSTs of busy cycles in which no item is left in the inventory and at least one item is left in the inventory. We perform some numerical experiments to evaluate the expected idle time, standard deviation and coefficient of variation of idle time of the server.

Библиографическая ссылка: 

Дивья В., Кришнамурти А.., Вишневский В.М. On a Queueing System with Processing of Service Items Under Vacation and N-policy // Communications in Computer and Information Science. 2018. № 919. С. 43-57.

48316

Автор(ы): 

Автор(ов): 

4

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

On a Problem of Base Stations Optimal Placement in Wireless Networks with Linear Topology

ISBN/ISSN: 

978-3-319-99446-8 / 1865-0929

DOI: 

10.1007/978-3-319-99447-5_43

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

vol 919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

505-513.
Аннотация
In this paper we consider a partial case when the roadside units are connected in a wireless network with linear topology. Each road side units (RSUs) is equipped with IEEE 802.11 access point that is used by the mobile users to send their data via the network, and with a relay equipment that allows the RSU to connect to the neighbouring RSUs. Each station type is defined by the coverage radius of the access point, connection distance of the relay links and the station price. We also assume that the road has several possible discrete locations where the stations can be deployed. The problem is to find out which stations should be deployed to maximize the overall coverage while providing the given solution cost. First, we formulate the problem in combinatorial form and use this formulation to prove NP-hardness of the problem. Then we define an integer linear program that can be used to find the optimal solution using a well-known software.

Библиографическая ссылка: 

Иванов Р.Е., Першин О.Ю., Ларионов А.А., Вишневский В.М. On a Problem of Base Stations Optimal Placement in Wireless Networks with Linear Topology // Communications in Computer and Information Science. 2018. vol 919. С. 505-513.

48315

Автор(ы): 

Автор(ов): 

4

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Efficiency Enhancement of Tethered High Altitude Communication Platforms Based on Their Hardware-Software Unification

ISBN/ISSN: 

978-3-319-99446-8

DOI: 

10.1007/978-3-319-99447-5_16

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

Volume 919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

184-200
Аннотация
The article presents the results of the analysis of the need for unification of tethered telecommunication high-altitude platforms (HAP). Possible ways of unification and standardization of HAP, as well as criteria and methods of their structural optimization are considered. It is shown that one of the methods for increasing the efficiency of telecommunication networks is the unification of requirements, component parts and their composite systems. The requirements that should be laid at the stage of setting a technical task for product development are given and it is shown that such parameters as the repeatability factor, the applicability factor, the inter-project unification coefficient are used to assess the level of unification. It is shown that to solve the problems of hardware-software unification and ensure information compatibility, it is necessary to develop appropriate models that take into account the specifics of modern information transmission systems in HAP. The rationale for using the apparatus of logical-dynamic models for solving unification problems is proved, and their joint use with network models allows to formalize the information necessary for solving the problems of hardware-software unification of HAP and ensuring their information compatibility.

Библиографическая ссылка: 

Переломов В.Н., Мырова Л.О., Аминев Д.А., Козырев Д.В. Efficiency Enhancement of Tethered High Altitude Communication Platforms Based on Their Hardware-Software Unification // Communications in Computer and Information Science. 2018. Volume 919. С. 184-200.

48170

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Estimation of a Heavy-Tailed Weibull-Pareto Distribution and its Application to QoE Modeling

ISBN/ISSN: 

978-3-319-99447-5

DOI: 

10.1007/978-3-319-99447-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

V.919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

21-30
Аннотация
We model the end-to-end delay of advanced services in the Internet by means of a heavy-tailed Weibull-Pareto distribution (WPD). First we summarize the structural properties of the three-parameter WPD class and indicate its relation to the general Weibull-TX class. Then we present an e ective estimation scheme to compute the parameters of a WPD distribution by a nite sample. Finally we show how a WPD distribution can be applied to determine the relevant QoE performance metric MOS of end-to-end delay dependent services in the Internet.

Библиографическая ссылка: 

Krieger U. R., Маркович Н.М. Estimation of a Heavy-Tailed Weibull-Pareto Distribution and its Application to QoE Modeling // Communications in Computer and Information Science. 2018. V.919. С. 21-30.

48169

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Statistical Clustering of a Random Network by Extremal Properties

ISBN/ISSN: 

978-3-319-99446-8

DOI: 

10.1007/978-3-319-99447-5

Наименование источника: 

  • Communications in Computer and Information Science

Обозначение и номер тома: 

V.919

Город: 

  • Москва

Издательство: 

  • Springer

Год издания: 

2018

Страницы: 

71-82
Аннотация
We propose the new EI-clustering method for random networks. Regarding the underlying graph of a random network, EI-clustering is an advanced statistical tool for community detection and based on the estimation of the extremal index (EI) associated with each node. The EI metric is estimated by samples of indices of the node in uences. The latter quantities are determined by the PageRank and a Max-Linear Model. The EI values of both models are estimated by a blocks estimator for each node which is considered as the root of a Thorny Branching Tree. Generations of descendant nodes related to the root node of the tree are used as blocks. The reciprocal of the EI value indicates the average number of in uential nodes per generation containing at least one in uential node. In the context of random graphs the EI metric indicates the ability of a randomly selected node to attract highly ranked nodes in its orbit. Looking at the changing shape of a plot of the EI metric versus the node number, the node communities are detected. The EI-clustering method is compared with the conductance measure regarding the data set of a real Web graph.

Библиографическая ссылка: 

Маркович Н.М., Рыжов М.С., Krieger U. R. Statistical Clustering of a Random Network by Extremal Properties // Communications in Computer and Information Science. 2018. V.919. С. 71-82.

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