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Title: Neuroplasticity and Microglia Functions Applied in Dense Wireless Networks, Journal of Telecommunications and Information Technology, 2019, nr 1

Creator:

Kliks, Adrian ; Kułacz, Łukasz

Date:

2019, nr 1

Resource Type:

artykuł

Description:

This paper presents developments in the area of brain-inspired wireless communications relied upon in dense wireless networks. Classic approaches to network design are complemented, firstly, by the neuroplasticity feature enabling to add the learning ability to the network. Secondly, the microglia ability enabling to repair a network with damaged neurons is considered. When combined, these two functionalities guarantee a certain level of fault-tolerance and self-repair of the network. This work is inspired primarily by observations of extremely energy efficient functions of the brain, and of the role that microglia cells play in the active immune defense system. The concept is verified by computer simulations, where messages are transferred through a dense wireless network based on the assumption of minimized energy consumption. Simulation encompasses three different network topologies which show the impact that the location of microglia nodes and their quantity exerts on network performance. Based on the results achieved, some algorithm improvements and potential future work directions have been identified.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy

Format:

application/pdf

Resource Identifier:

ISSN 1509-4553, on-line: ISSN 1899-8852 ; oai:bc.itl.waw.pl:2068

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

ad-hoc networks brain inspired communication glial cell neurons

Object collections:

Last modified:

Apr 15, 2019

In our library since:

Apr 15, 2019

Number of object content hits:

64

All available object's versions:

https://bc.itl.waw.pl/publication/2356

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Edition name Date
Kułacz, Łukasz; Kliks, Adrian, Neuroplasticity and Microglia Functions Applied in Dense Wireless Networks, Journal of Telecommunications and Information Technology, 2019, nr 1 Apr 15, 2019

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(+48) 5128 696

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