Cognitive Computing Using Green Technologies

Modeling Techniques and Applications

Asis Kumar Tripathy, Chiranji Lal Chowdhary, Mahasweta Sarkar, Sanjaya Kumar Panda, Asis Kumar Tripathy, Chiranji Lal Chowdhary, Mahasweta Sarkar, Sanjaya Kumar Panda

• Publisher: CRC Press
• Year: 2021
• Print ISBN: 9780367487966
• eBook ISBN: 9781000337921
• Edition: 1
• Topic: Technik & Maschinenbau
• Subtopic: Informatik Allgemein

Cognitive Computing is a new topic which aims to simulate human thought processes using computers that self-learn through data mining, pattern recognition, and natural language processing. This book focuses on the applications of Cognitive Computing in areas like Robotics, Blockchain, Deep Learning, and Wireless Technologies.

This book covers the basics of Green Computing, discusses Cognitive Science methodologies in Robotics, Computer Science, Wireless Networks, and Deep Learning. It goes on to present empirical data and research techniques, modelling techniques and offers a data-driven approach to decision making and problem solving.

This book is written for researchers, academicians, undergraduate and graduate students, and industry persons who are working on current applications of Cognitive Computing.

Part I

Introduction

1	Green Communication Technology, IOT, VR, AR in Smart Environment

Riyazveer Singh¹, Sahil Sharma¹, and Vijay Kumar^2,*

¹Thapar Institute of Engineering and Technology, Patiala, Punjab, India

²CSED, National Institute of Technology, Hamirpur, Himachal Pradesh, India

1Introduction

Numerous objects like smart conveyance, nifty metropolitan and self-directed automobiles, etc. have come by with the growth of IoT tenders. Ultra-low latency communication for mobile phones and other gadgets (e.g., smartwatches) are essential to achieve system reliability—real-time analysis of traffic by smart vehicles to avoid accidents, smart parking systems, smart lighting systems, smart dustbins with automatic trash segregation, etc. Enabled by machine learning (ML) and self-governing maneuvers via superiority campaigns or nifty apparatuses/representatives, upbeat web connotation is perilous in circulated calculating circumstances—autonomous automobiles driving and backup liberation—by eradicating dependence on the central executive unit. AR and IoT have conventional significant consideration of significant skills [1,2] meant to assemble imminent active sitting room, further reception, and extra communication— everchanging our existence. AR remains a form of collaborating standard that delivers an interpretation of the physical creation amplified by—in addition/or spatially itemized—valuable cybernetic data. This authorizes manipulators to comprehend the creation and intensify their intellect in resolving glitches and guiding numerous errands [3]. Innovative AR bids a favorable method for handlers to envisage and intermingle through corporal things and their associated information. Multifaceted community structures comparable to airfields use various systems to lead the public to a firm endpoint. Such methods are characteristically executed by bestowing a level strategy, partaking organizational symbols, or color oblique outlines on the sordid. It is feasible to find out the trusty persons by using augmented reality mechanism, which have provision of anomaly tracing in the interior surroundings. All the facets of networks—peripherals, routers, switches, communication media, and personal computers—are sheltered by green networking. The global energy consumption will be pointedly influenced by the optimization of liveliness efficacies of all web workings. Subsequently, these expanded by having a Jade Grid [4–7] will diminish CO₂ productions and help confine international heating. Internet of Things (IoT) is a fresh movement beneficial to diverse submissions spheres. Smart tenders such as smart buildings, smart well-being, a keen environment, and smart metropolises can be shaped by an IoT infrastructure. Integrating computer hardware and software system appliances in smart atmospheres can be advantageous, though the cost of using IoT is indispensable when it comes to choosing IoT as a technology to enable a smart environment. Consequently, cost operative ways of using IoT is decisive from the standpoint of both corporate owners and clients.

This tabloid describes numerous ideas connected to IoT and MIoT, such as the Mobile Internet of Things (MIoT), Smart IoT Environment, MIoT Shareholder, MIoT Scenario Application, and MIoT Facility. The descriptions of this terminology are “trails”. Mobile Internet of Things (MIoT) is an IoT scheme that can be stimulated and reprocessed in diverse places. A smart IoT situation is a town or structure built, rebuilt, or grounded on the IoT system; MIoT stakeholders are staff working on the construction and maintenance of the MIoT system. MIoT Landscape Request is an ideal claim that can profit from the MIoT system. The MIoT facility is a software program facility that assists the jobs of the MIoT system (Figure 1.1).

Figure 1.1 Propositions of MIoT.

The remaining sections of the proposal cover related work in Section 2 and techniques in Section 3. Section 4 presents smart city applications. The conclusion is presented in Section 5.

2Associated Work

Evaluation of connected research highlights three main mechanisms and necessities of our planned IoT + AR-style—the current state on AR/IoT data organization, preceding strategy for interacting with IoT objects, some use cases with AR, and normal content illustration or organization interoperability etiquettes. AR Data and Content Description for Corporal Goods AR Services typically maintain corporeal [8] daily data and service content for their components or improvement goals (Figure 1.2).

Figure 1.2 Analysis of Smart Shopping Experience.

Therefore, we consider current methods for such corporeal object data (for example, construction and information management) for AR use. The previous AR system was used as a solo claim with all its content and assets, using programming libraries. For example, the augmented content of an object is easy (only shows growth potential) and inorganic. Mobile and smartphones with GPS allow the establishment of position-based geographic and AR facilities to provide insights to tourism and strategies for viable points. Such a feature is engaged to support content (and its setup stipulations); the perception of content and provision everywhere, as well as the united monitoring of data on the mainframe-server HTML, KML, [9] and ARML markup dialects for such persistence. For example, Vicki predicts Augmented Reality Mark-up Language [10] (ARML) for position-based facilities. ARML permits you to define geographic ideas or sites of attention and add GPS coordinates and simple improvement materials (for example, transcript, symbols, and imageries). There are many other contented depiction approaches for AR facilities, but they need complex scripting for an explicit submission or contented category (e.g., cinematic built, AR online manuals, and AR guides), or are deprived of adequate capture. Though, a typical interdisciplinary content format is proposed to represent different types of AR services. Also, billions of corporeal stuffs can mechanically connect with processers and an alternative for mass smart facilities. In this case, it is important to name ascendable substances and specify typical data arrangements with AR-based amenities—innovation of Smart City Information Technology and Information Economy. It is a continuation of urban development, scientific generation C observation, novel learning of information technology, full understanding of data and the internet, self-sensing, intelligence, self-adaptation, and visual collaboration—and to extend public life, eco-friendly fortifications, religious security, urban businesses, corporate activities, and other municipal demands for diversity of smart retailers, harmless opportunity and internal mobility, and sustainable development of EF-Cent Green City. Implementing a smart city is the adaptation of a public system, the latter being more vulnerable, smarter, more harmonious, and more sophisticated, while the public and goods of the city are extra smart and melodious and can animate opportunely subsequently. As VR (virtual reality) specialization becomes more widespread and emergent in adults, the mandate for VR [11] also increases. Aside from Virtual Reality Technology and Terrestrial Statistics Structure, VRGIS (Virtual Reality Geographic Information System) is also an advanced data organization. Through the commercialization of the Internet, grid-based VRGIS [12] has become increasingly popular. In this case, VR system networking is attained via the submission of online VR knowledge [13] like X3D and VRML. However, operational VR expertise [14,15] motionlessly faces many challenges for large-scale information, system bandwidth transmission restraints, substantial needs, and multi-user collaborative controller. To upsurge the accuracy of modeling, VR systems in urban planning [16] require more realistic performance. Most importantly, this situation can cause data transmission to increase.

Additionally, we are studying the ideas that we endorse to inspect at solitary cell and node stages.

Due to the epoch of green message, we may bargain in the field of intellectual wireless communication. The device understands its atmosphere, adapts to diverse circumstances, and has long-term effort and establishment. Integrating the needs of system users with the wireless spectrum range [17], the use of power grids and the power controller of base position equipment unlocks an innovative creation of intellectual governor. A cerebral process can be linked to an expansion path, and a visual turf can be used to visualize the loss of a path in a given location due to altering climate situations (shower, mist, or vegetation vicissitudes). It is necessary to emphasize the cross-layer approach to non-traditional, interdisciplinary strategy, where improvement to prevent component-level interactions is seen but leads to a net-zero gain or a net loss. The Power Optimization Context, based on the design of Cerebral Radio, is established and integrates scheme metrics to enthusiastically enhance system usage in terms of Superiority of Facility (SOF) [18,19] for precise radio situations and tenders (Figure 1.3).

Figure 1.3 Fields with Energy Competence System Necessities for Enhanced Sustainability and Abridged Rate.

The most commonly used way is to interpret and connect cardinal matters. The custom edges denote the handheld isolated panels such as smartphones. AR delivers rigorous improvements over object recognition and documentation process. Though a server-based method to omnipresent AR facilities is possibl...

Table of contents

• Cover
• Half Title
• Title Page
• Copyright Page
• Table of Contents
• Preface
• Contributors
• About the Book
• Green Engineering and Technology: Concepts and Applications
• Part I: Introduction
• Part II: Analysis
• Part III: Applications
• Index