5G D2D Transmission Mode Selection Performance & Cluster Limits Evaluation of Distributed Artificial Intelligence and Machine Learning Techniques

no code implementations • 20 Jan 2021 • Iacovos Ioannou, Christophoros Christophorou, Vasos Vassiliou, Andreas Pitsillides

Towards this end, this paper investigates the use of Distributed Artificial Intelligence (DAI) and innovative to D2D, Machine Learning (ML) approaches to achieve satisfactory results in terms of Spectral Efficiency (SE), Power Consumption (PC) and execution time, with the creation of clusters and backhauling D2D network under existing Base Station/Small Cell.

Networking and Internet Architecture

End-to-end Wireless Path Deployment with Intelligent Surfaces Using Interpretable Neural Networks

no code implementations • 16 Oct 2020 • Christos Liaskos, Shuai Niez, Ageliki Tsioliaridou, Andreas Pitsillides, Sotiris Ioannidis, Ian F. Akyildiz

A feedforward/backpropagate process optimizes these weights to match ideal propagation outcomes (normalized network power outputs) to wireless user emissions (normalized network power inputs).

Transfer of Manure as Fertilizer from Livestock Farms to Crop Fields: The Case of Catalonia

no code implementations • 14 Jun 2020 • Andreas Kamilaris, Andries Engelbrecht, Andreas Pitsillides, Francesc X. Prenafeta-Boldu

Intensive livestock production might have a negative environmental impact, by producing large amounts of animal manure, which, if not properly managed, can contaminate nearby water bodies with nutrient excess.

Transfer of Manure from Livestock Farms to Crop Fields as Fertilizer using an Ant Inspired Approach

no code implementations • 5 Jun 2020 • Andreas Kamilaris, Andries Engelbrecht, Andreas Pitsillides, Francesc X. Prenafeta-Boldu

Intensive livestock production might have a negative environmental impact, by producing large amounts of animal excrements, which, if not properly managed, can contaminate nearby water bodies with nutrient excess.

Graphene Hypersurface for Manipulation of THz Waves

no code implementations • 3 May 2020 • Sasmita Dash, Christos Liaskos, Ian F. Akyildiz, Andreas Pitsillides

The proposed graphene HSF has active control over absorption, reflection, and transmission of THz waves.

An Interpretable Neural Network for Configuring Programmable Wireless Environments

no code implementations • 7 May 2019 • Christos Liaskos, Ageliki Tsioliaridou, Shuai Nie, Andreas Pitsillides, Sotiris Ioannidis, Ian Akyildiz

A network of SDMs deployed over objects within an area, such as a floorplan walls, creates programmable wireless environments (PWEs) with fully customizable propagation of waves within them.