Bivalence Fuzzified Decision Stump Bootstrap Aggregation for Energy and Cost-Efficient 6G Communication

2021 ◽  
Author(s):  
Robbi Rahim ◽  
Parameshwaran Ramalingam ◽  
Manikandan Ramachandran ◽  
Vidhyacharan Bhaskar ◽  
Ambeshwar Kumar
Keyword(s):  
Communication Networks ◽  
Mobile Communication ◽  
Architectural Design ◽  
New Technologies ◽  
Data Communication ◽  
High Energy ◽  
Sixth Generation ◽  
Efficient Communication ◽  
Cost Efficient ◽  
Energy Signal

Abstract Future Sixth generation (6G) wireless networks are anticipatedto offer entirecoverage, improved spectral, energyandcost-efficient communication.The 6G will enable a network collectivelyand offer seamless wireless connectionsbetween the devices. While the deployment of 5G is ongoing, mobile communication networks are still suffering many basic challenges such as high-energy consumption and operating costs. To address these issues, it is very important to consider and develop new technologies in next-generation mobile communication, namely 6G. Novel machine learning can potentially assist the 6G to obtain better communication. Bivalence Fuzzified Decision Stump Bootstrap Aggregating (BFDSBA) model is introduced for energy and cost efficient communication. The BFDSBA model considers the nodes i.e. devices in the forecasting process before the data communication in the 6G network. The Bootstrap Aggregative technique utilizes set of weak learners as Bivalence Fuzzified Decision Stump. For each device in the network, energy, signal strength, and bandwidth is measured. Based on the estimated resources, efficient devices are selected for the 6G network architectural design. This in turn helps to improvedata communication with lesser cost in6G networks. The result exposesimprovement of BFDSBA model than the conventional methods.

Collaborative Working in an ISP Environment

2011 ◽  
pp. 269-279
Author(s):  
Sathya Rao ◽  
Eric Mannie-Corbisier ◽  
Leszek Siwik
Keyword(s):  
Information And Communication Technologies ◽  
Communication Networks ◽  
Business Models ◽  
Business Processes ◽  
New Technologies ◽  
Service Providers ◽  
Data Communication ◽  
The Internet ◽  
Sustainable Business ◽  
Internet Service

The way of life has changed with the introduction of information and communication technologies (ICT) in every one’s day to day activities and the business. As ICT technologies are constantly evolving, many people attribute the success of enterprises to the ways they deploy and take advantage of new technologies, not only to make their operations more efficient but most importantly to refine and adopt new effective and adaptive business models. Since the advent of the Internet and the very first Internet service providers (ISP) in operation, the traditional ISP market has been in constant evolution due to the gradual globalisation and commoditisation of ISP services. Deregulation and ICT policies have fostered competition (e.g., unbundling of the local loop and so forth) as well. The Internet is as an important channel of interaction inside and/or outside enterprises. The essence of the Internet is conducting business and running of business processes over data communication networks based on nonproprietary standards (Porter, 2001). The World Wide Web as a portal represents a major electronic business (e-business) platform accessed through communication channels provisioned by network and service providers (such as ISDN, DSL, WLAN, UMTS, etc.). There are many challenging aspects of the e-Business that must be considered for a sustainable business of an ISP (Petrie et al., 2004).

scholarly journals An architecture for power substations communication networks based on SDN and virtualization paradigms

2021 ◽  
Author(s):  
Juan Felipe Botero Vega ◽  
Alexander Leal Piedrahita
Keyword(s):  
Communication Networks ◽  
Network Architecture ◽  
New Technologies ◽  
Network Virtualization ◽  
Data Communication ◽  
Electrical Energy ◽  
New Research ◽  
Grid Operation ◽  
Transmission And Distribution ◽  
Power Substations

The deployment of infrastructures related to the Smart Grid concept introduces data communication networks in the grid operation systems (control, communication, and monitoring). The implementation of data communication networks facilitates and improves the efficiency of the tasks related to the generation, transmission, and distribution of electrical energy. In turn, network management is being permeated by new technologies such as Software Defined Networking (SDN) and network virtualization, that promote automation and innovation of communication networks aiming to overcome the lack of flexibility and the difficulties to evolve that are present in current communication networks. In this context, this paper proposes a reconceptualization of the power substations communications network architecture based on the IEC 61850 standard. Here, we present a complete view of the Smart Solution for Substation Networks (S3N) architecture, which allows modeling the future power substations communication networks taking advantage of the benefits introduced by SDN and virtualization technologies. In addition, in order to provide a better understanding of the challenges arising in this area, and to generate new research interest in this field, a review of several studies oriented to determine the feasibility of incorporating SDN as a key element to improve the management and operation of the power substations communication networks is presented.

The Need to Measure the Value of Information Technology

2002 ◽  
pp. 1-9
Author(s):  
Han van der Zee
Keyword(s):  
Information Technology ◽  
Communication Networks ◽  
New Technologies ◽  
Capital Expenditure ◽  
Data Communication ◽  
Leading Edge ◽  
Local Area ◽  
Rate Of Change ◽  
Personal Digital Assistants ◽  
Personal Area Networks

Living as we do in the Information Age, an immense amount of information is readily available through high-powered workstations, laptop computers, Personal Digital Assistants (PDAs), and other smart devices, connected through high-bandwidth data communication networks, including the Internet, Wide Area Networks (WANs), Local Area Networks (LANs), and upcoming Personal Area Networks (PANs). Evolving technologies are directly changing the speed and shape of competition and how business is done, rewriting the rules of the game in industry after industry. The rate of change in today’s business environment has pushed the need for technologies and acceptance of them to a continuously accelerating pace. The new technologies are enabling organizations to be flatter, networked, and more flexible, redefining our notions about everything from R&D to distribution, and in the processes making possible smarter, more customized products and services. As a result of these forces, organizations spend enormous sums of money on computer hardware, software, communication networks, databases, and specialized personnel, collectively known as Information Technology (IT). Leading-edge companies all over the world in all industries have increased their overall IT expenditures by double-figure percentages annually. Many organizations currently observe that up to 50 percent of their total capital expenditure is for IT.

scholarly journals IoT Platform for Energy Sustainability in University Campuses

Sensors ◽  
2021 ◽  
Vol 21 (2) ◽  
pp. 357
Author(s):  
Pedro Moura ◽  
José Ignacio Moreno ◽  
Gregorio López López ◽  
Manuel Alvarez-Campana
Keyword(s):  
Energy Demand ◽  
New Technologies ◽  
Low Cost ◽  
Sustainable Use ◽  
High Energy ◽  
Appropriate Technology ◽  
Monitoring And Control ◽  
Energy Sustainability ◽  
University Campuses ◽  
Iot Platform

University campuses are normally constituted of large buildings responsible for high energy demand, and are also important as demonstration sites for new technologies and systems. This paper presents the results of achieving energy sustainability in a testbed composed of a set of four buildings that constitute the Telecommunications Engineering School of the Universidad Politécnica de Madrid. In the paper, after characterizing the consumption of university buildings for a complete year, different options to achieve more sustainable use of energy are presented, considering the integration of renewable generation sources, namely photovoltaic generation, and monitoring and controlling electricity demand. To ensure the implementation of the desired monitoring and control, an internet of things (IoT) platform based on wireless sensor network (WSN) infrastructure was designed and installed. Such a platform supports a smart system to control the heating, ventilation, and air conditioning (HVAC) and lighting systems in buildings. Furthermore, the paper presents the developed IoT-based platform, as well as the implemented services. As a result, the paper illustrates how providing old existing buildings with the appropriate technology can contribute to the objective of transforming such buildings into nearly zero-energy buildings (nZEB) at a low cost.

Overview of Forming and Formability Issues for High Volume Aluminium Car Body Panels

2006 ◽  
Vol 519-521 ◽  
pp. 795-802 ◽  
Author(s):  
Dominique Daniel ◽  
Gilles Guiglionda ◽  
Pierre Litalien ◽  
Ravi Shahani
Keyword(s):  
New Technologies ◽  
High Volume ◽  
Production Lines ◽  
Particle Generation ◽  
Car Body ◽  
Conventional Technology ◽  
Sheet Products ◽  
Cost Efficient ◽  
Aluminum Panels ◽  
Fine Tune

Cost-efficient designs of aluminum autobody structures consist mainly of stampings using conventional technology. Progress in metallurgy and forming processes has enabled aluminum body panels to achieve significant market share, particularly for hoods. Fast bake hardening alloys with better hemming performance were developed for improved outer panel sheet products. Specific guidelines for handling and press working were established to form aluminum panels using similar schedules and production lines as steel parts. Stamping productivity was improved by optimization of the trimming process to reduce sliver/particle generation and resulting end-of-line manual rework. Both hemming formability and trimming quality not only depend on tooling setup but also on microstructural features, which govern intrinsic alloy ductility. Targets for the next high volume aluminum car body applications, such as roof panels and doors, require higher strength and/or better formability. The challenges of complex stampings can be met with optimized alloys and lubricants, with improved numerical simulation to fine-tune stamping process parameters, and with the introduction of new technologies. Warm forming was examined as a potential breakthrough technology for high volume stamping of complex geometries.

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