Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY)

IEEE, 2019.

Under the general editorship: E. Krouk, G. A. Kabatiansky, A. P. Kuleshov, G. Kramer

XVI International Symposium "Problems of Redundancy in Information and Control Systems" is the conference that covers a wide area of aspects of information and communication systems. The main goal of the Symposium foundation is the reinforcement of cooperation between the representatives of various scientific schools, a possibility for the participants to get awareness of the latest scientific and technical achievements and sharing their experience with colleagues. The covered topics include but not limited to information and coding theory,  telecommunication protocols, internet of things systems, machine learning, data security, blockchain.

Chapters

Methodology of Mean Shift Clustering Algorithm Implementation Based on Dataflow Computer

Sergey Salibekyan, Elena Ivanova, Andrey Vishnekov, , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 177–180.

The article discusses the development of a methodology for implementing on a dataflow computer the Mean shift clustering algorithm, namely its subtype - Mean shift with flat core, also called FOREL (Formal Element). We have formalized the Mean shift algorithm for the dataflow implementation. We have also developed architecture of dataflow computer, identified the types ...

Added: November 13, 2019

Study of the energy consumption of graphical interfaces on TFT displays

Rolich A., Fedotova E., Saprykina S., , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 205–210.

The problem of energy saving of a mobile device is still relevant, moreover, the need for energy saving increases every year with the advent of the Internet of things. However, despite the significance and effectiveness of previous studies, we still do not know the exact amount of energy consumed by the elements of the mobile ...

Added: February 25, 2020

End-to-end Deep Object Tracking with Circular Loss Function for Rotated Bounding Box

Shpilman A., Malysheva A., Belyaev V., , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 165–170.

The task object tracking is vital in numerous applications such as autonomous driving, intelligent surveillance, robotics, etc. This task entails the assigning of a bounding box to an object in a video stream, given only the bounding box for that object on the first frame. In 2015, a new type of video object tracking (VOT) ...

Added: July 15, 2020

MAGNet: Multi-Agent Graph Network for Deep Multi-Agent Reinforcement Learning

Shpilman A., Malysheva A., Kudenko D., , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 171–176.

Over recent years, deep reinforcement learning has shown strong successes in complex single-Agent tasks, and more recently this approach has also been applied to multi-Agent domains. In this paper, we propose a novel approach, called MAGNet, to multi-Agent reinforcement learning that utilizes a relevance graph representation of the environment obtained by a self-Attention mechanism, and ...

Added: July 15, 2020

Research of heuristic approaches for determining the tonality of text messages in natural language processing problems

Polyakov E. V., Polyakov S. V., Abramov P., , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 159–164.

Determining the tonality of the text is a difficult task, the solution of which essentially depends on the context, the field of study and the amount of text data. The analysis shows that the authors in their works do not jointly use the full range of possible transformations on the data and their combinations. The ...

Added: September 20, 2020

The influence of active distances on the distribution of bursts

Смешко А. А., Ivanov F., Zyablov V., , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 110–114.

In this paper, we consider the dependence between active distances for convolutional code and the distribution of bursts at the output after Viterbi decoding. We suggest an estimate of the probability of bursts of a certain length based on the active row distances of the code and present a formula for our estimation.We take into ...

Added: October 30, 2020

End-to-end Deep Object Tracking with Circular Loss Function for Rotated Bounding Box

Малышева А. И., Shpilman A., Belyaev V., , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 165–170.

Added: September 20, 2023

MAGNet: Multi-Agent Graph Network for Deep Multi-Agent Reinforcement Learning

Малышева А. И., Shpilman A., Kudenko D., , in: Proceedings of 2019 XVI International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).: IEEE, 2019. P. 171–176.

Added: September 20, 2023

Keywords: telecommunication protocols, Internet of Things, blockchain, data security, information and coding theory