Abdulrahman Yarali - Intelligent Connectivity

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Intelligent Connectivity: краткое содержание, описание и аннотация

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This book focuses on the fusion between the core technologies of the future – Artificial Intelligence (AI), 5G, and the Internet of Things (IoT), exploring how they can be mutually supportive. AI, IoT, and 5G are the pillars that lead digital transformation, and the combination of super-fast 5th generation networks with AI and IoT will usher in a new age of intelligent connectivity, particularly beneficial to transportation, logistics, education, healthcare, entertainment, public safety/security and industrial and manufacturing operations. The book will offer technical and economic insights about intelligent connectivity as a key part of transformation in the 4th industrial revolution. The reader (technical and non-technical) will benefit from a comprehensive discussion of Artificial Intelligence, 5G, IoT and machine-learning and how they are vital in the period of open-source programming and moderate cloud computing.

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2.2.2.1 Peak Data Rate

The peak data rate's essential position is essential since it showcases the exact improvements and advancements that have taken place across a single technology domain. However, the peak data rate essentially indicates the fastest rate at which any particular device can transfer data at any given time (Abdelwahab et al. 2016). According to the International Telecommunication Union (ITU), this value should be somewhere in the 10–20 GB per second for any given network in terms of the allowance to be deemed complete as a 5G network.

2.2.2.2 Mobile Data Volume

The allowances brought forth will allow for more devices to work almost unabatedly across the board. However, it also ensures a maximum possible realization that the average usage efficiency would also increase (Duan and Wang 2015). This will inimitably point towards the definitive and consequential increase in the total volume of data that is transferred, handled, or used globally at any given space of time. Under the presumption that 5G will start arriving by the end of 2021, experts predict that it should carry approximately 32% of the global data traffic (Abdelwahab et al. 2016). By that time, the overall volumes of data consumption will be around 131 Exabyte (billion GB) at the end of each month.

2.2.2.3 Mobility

It is almost a confirmatory factor that mobility should improve by leaps and bounds due to much mobile data traffic and mobile data connections (Dong et al. 2017). This would inimitably also result in the betterment spectrum and energy efficiency all across the board. It would be possible for users who are moving faster than even 500 km h −1to get nothing but unabated and unproblematic network performance.

2.2.2.4 Connected Devices

It has already been showcased that the main impact of 5G technology and networks will be on the field of IoT at large. Therefore, the assumption is that everything in association with the number of devices should experience unmitigated growth in terms of the number to the greatest extent (O'Leary 2013). The very definition of counting devices should essentially change since the advancements that will take place will turn almost every household object into a self‐functioning IoT device (Arel, Rose, and Karnowski 2010). The bare minimum of this figure should mean about a million devices within every square kilometer, which means that the 5G network could easily support many devices within that specific area.

2.2.2.5 Energy Efficiency

One of the essential factors that require addressing and action is the matter of energy. The very nature of existence dictates that there will be consumption at every moment. At present, this has put concern into many factors that question the very fabric of sustainability. Since the entire case of the usage in the network will drastically increase the apparent volume of use, it is quite natural that there is a need for less consumption of energy by way of making the connections more efficient upon the devices and their energy sources (Andrieu et al. 2003). Thus, it becomes imperative that the energy consumption in 5G network‐connected devices should be almost 10% lower than what had been required in 4G network‐connected devices.

2.2.2.6 Service Deployment

Instead of 5G network availability, the service deployments need to happen in phases, mainly because the entire scenario involves significant changes across the previous 4G allocation infrastructure and allocation. This will inimitably mean that the entire case at hand is reflective of a significant amount of investment as well (Abdelwahab et al. 2016). For large multinational businesses, to have their services translate to 5G in terms of deploying them will inimitably mean that there could be spending upwards of 100 million USD in general.

2.2.2.7 Reliability

The ITU seemingly has not been able to converge upon a specific reliability criterion that is both accurate and pervasive. Despite this, some advancement has been made, especially by such as URLLC, which states that it must have a minimum of 10 −5(0.001%) of 20 long byte packets. These are then measured if they are being delivered within 1 ms (Arel, Rose, and Karnowski 2010). Moreover, the overall case can be seen through a general mode of measurement, with bit error rates (BER). This essentially calculates the accuracy and efficiency that exist concerning data packet loss under any possible condition. Moreover, the case with 5G Networks, when considered with the layered MIMO framework, indicates channel diversity and contributing gain across the link budget, either for uplinks or downlinks.

2.2.2.8 Latency

Within a network, latency indicates the time required to get it to the destination across a certain network's follow‐through. In 5G specifically, the latency is referred to as “air latency,” and the target for achievement is supposed to be 1–4 ms (Abdelwahab et al. 2016). Despite this, the tests have revealed that 5G routines showcase a latency in the range of 8–12 ms at large.

2.3 Positive Effects of Addressing Cybersecurity Challenges in 5G

One of the essential factors that have become apparent over time is that connectivity on the network is perhaps the most important factor. Not only do they reflect how well a specific technology performs, but they also address the possibility of horizontal usage and pervasiveness at large. Not only are these the factors that affect the entire case of technological innovation and advancement of what will happen, but also how effective they actually will be must be considered in full detail (Al‐Falahy and Alani 2017). Experts note that 5G connectivity's goal should reflect upon the widespread impact that 4G had over time (Hassabis et al. 2017); inasmuch as what will lead to the ubiquity of IoT and many other revolutionary technologies across the board. This will inimitably bring forth the question of cybersecurity, as has already been delineated beforehand.

However, the potential for creating change has become evident through the basic condition that the 5G network connectivity is still in its infancy. There must be some requirements that would require a proper form of addressing this (Chen and Zhao 2014). A prominent factor among these is setting up policy benchmarks that significantly reflect everything essential about the requirements that would not just pervade through the 5G networks but also the technologies that will operate upon it (O'Leary 2013). This might indicate an increase in the goals set by numerous organizations and individuals, but cybersecurity concerns on the network are most likely to affect more people in more critical ways.

The prevailing thought is that to address the cybersecurity issues, there is a need for AI routines implementation. Particularly, the machine learning aspects should play a very important role in such a significant need for detecting security threats across the different aspects of the 5G network (Jiang et al. 2017). The network will have multiple layers of both inputs and outputs and implement necessary perspectives that will speak about the continual monitoring of the different nodes that pervade all across the network at large (Dong et al. 2017). Moreover, proper machine learning should be able to “learn” about these threats, even when they might not be evident under any condition, which will inimitably identify these attacks in real‐time. Additionally, it should also indicate whether the overall conditions that pervade across the entire field should be updated (Hansen et al. 2015). This is an essential aspect of ensuring proper cybersecurity because the remedial measures become developed and implemented spontaneously and responsively.

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