Take a look at how 5G can push AI to release its full potential and few application scenarios.
3G led us into the age of the internet. 5G now represents an even more revolutionary transformation and a leap into the future. 5G is ushering in the era of the Internet of Everything (IoE), unleashing the power of artificial intelligence (AI) to leverage the immense amount of cloud data produced by different devices to communicate smoothly with each other. The power of AI applications will always depend on the strength of their networks. As such, the high bandwidth, low latency, and boosted signal strength of 5G will undoubtedly boost AI with even greater strength.
5G will play a huge role in promoting the constant growth of the Internet of Things (IoT). It is forecast that by 2025, more than 75.44 billion pieces of internet-connected devices will be installed on a global basis. We can look forward to and even already start to experience some of the changes that 5G will make in areas such as urban living, health care, and agriculture.
Through the combination of 5G and AI, revolutionary innovations will take place in the applications of self-driving vehicles and drones. This article paints a picture of the vast and complex 5G network systems so that readers can get a clearer understanding of what 5G truly means for the future.
What Is 5G?
5G refers to fifth-generation mobile networks. The new global wireless standard follows improvements on the 1G, 2G, 3G, and 4G networks. It uses all-new wireless infrastructure to provide peak download speeds 20 times faster than 4G. It is also expected to do away with pretty much all lag time. 5G technology will officially inaugurate the era of the IoT, where billions of machines, devices, and sensors will be interconnected at low cost.
5G has three major networking capabilities: enhanced mobile broadband (high bandwidth), bulk machine communications (massive connectivity), and high-reliability communications (low latency).
The Differences Between 5G and 4G
4G’s peak bandwidth speed is 1Gbps, which can meet common usage needs such as high-definition images and videos. 4G latency performance is far inferior to 5G, which explains why 5G communication networks are needed to solve 4G’s inability to support seamless real-time gameplay.
4G uses radio waves (with frequency bands of 1,880MHz to 1,900MHz, 2,320MHz to 2,370MHz, and 2,575MHz to 2,635MHz), but 5G uses millimeter waves (3,300MHz to 3,400MHz—basically for indoor use only—3,400MHz to 3,600MHz, and 4,800MHz to 5,000MHz). This shows that different frequency bands 5G and 4G uses. Although frequency bands of 4G networks are in the range of 1.8GHz to 2.6GHz, frequency bands used by 5G are higher, with the lower end of its range being above 3GHz. This creates the requirement that all equipment which will use 5G must be reconfigured.
The Connections and Interactions of 5G and AI
5G and AI interconnection and interactivity are reflected in the five areas of IoT: cloud computing, big data, edge computing, and network slicing.
What Changes Will 5G Bring to AI?
Examples discussed in this section illustrate what kind of changes are expected to occur in the field of AI because of the three main network advantages of 5G.
5G will boost AI’s the ability to comprehend language and context: The high-speed data transmission and multi-device data interconnectivity of 5G will allow AI models to maintain continuous learning and dynamic modes. Take, for example, the following specific scenario:
The smart-voice call software being developed by a certain innovative company provides real-time display of the conversation record on the customer’s screen during the call. AI can then perform emotion analysis and provide answers to the customer’s questions. Many of its functions can only be used on desktop computers at the moment. As soon as the introduction of 5G makes 5G-grade connectivity a possibility for all users, this company will start to make these functions available on mobile devices. By using 5G technology, mobile terminals will instantly be equipped with all the functions of computers connected to ultra-high-speed networks.
In terms of 5G and the smart home, different types of AI-based voice-controlled devices will be placed inside the home. These include built-in smart switches, smart voice-controlled thermostats, and humidity monitors, smart speakers, smart alarm clocks, and smart TVs. More and more terminal devices in the home will be equipped with remote AI voice control and home networking functions. The 5G smart home will adapt to different lifestyle scenarios through voice-control functions that cover any scenario and coordinated voice-control functions offering coverage to the whole house, thereby meeting the constantly growing needs of future smart living.
5G’s Effect on the Digital City
The arrival of the 5G era will allow for the simultaneous network access of all smart devices in the smart city and their voluminous amounts of data (Figure 1). It will support the virtual-real interaction of devices and the possibility of millisecond-fast responses. This will promote the firm establishment of multi-scenario AI-based services.
What V2X needs to transmit and share is not the final decisions or commands but just information about the state of the surrounding vehicles and environment. The self-driving systems of the vehicles themselves can make their own driving decisions through models generated using cloud computing and AI algorithms.
Note that the information required to be transmitted by V2X includes sensor data and the driving status of surrounding vehicles.
The Development of Remote Medical Care
Similarly benefiting from 5G’s low latency and high bandwidth, an experimental 5G remote surgery–in which liver lobe resection was performed on a piglet–achieved success. The procedure was jointly undertaken by Huawei, China Unicom Fujian, and Beijing’s 301 Hospital. The patient and doctor in this surgery were 50km apart, and 5G-based remote-controlled robotics was used. All aspects of the collaborative operation coordinated together seamlessly, with a latency of only about 0.1 second.
The image below illustrates the process of the application of 5G in a remote surgery (Figure 2). The doctor needs to obtain results from the data analysis during the surgery, and a large amount of data is stored in cloud resources for the doctor to reference. The newly generated data from the surgery in progress can be sent to cloud resources. This is sent for analysis to edge locations using the 5G core network and network slicing technology. Results are returned to the doctor after the edge computing center analyzes the data and makes predictions using AI and machine-learning technology.
Applications in Smart Farming
To put it simply, 5G’s role in farming is providing large amounts of data in agricultural science and combines it with existing farming scenarios. This then offers analyses and predictions and enables agricultural production monitoring through computer platforms.
Because of 5G’s high speed and low latency, agricultural producers can build an entire monitoring and control system that can result in precise, scientific, and efficient management of the crops’ health and growth. This is achieved through the interconnection of IoT devices that provide real-time data collection and AI models that provide rapid decision-making. For example, IoT devices can be used to collect data in the areas of atmosphere, soil, crops, and pests to guide agricultural production at any time and any place. Smart farming will use IoT technology so that interconnection and intercommunication can be realized between all farming equipment used.
5G technology will drive the rapid development of AI, thereby setting the stage for the Internet of Everything and an era of unprecedented data sharing. When machines can communicate with each other without human control smoothly, true data sharing, real-time data analysis/prediction, and solution analysis will happen. For example, self-driving automobiles will make decisions about changing routes based on instant predictions provided by mounted cameras that capture road conditions in real-time. The potential areas for using 5G are unlimited, as the technology will surely find its way into every industry and even every corner of our daily lives. It will contribute toward a future in which all fields are interconnected and mutually complementary, moving toward constructing a smart society. 5G now represents an even more revolutionary transformation and a leap into the future.
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About the Author
Wang Jing is a machine-learning algorithm engineer currently working in the field of automotive inspection. Passionate about creating technical articles, she hopes her writings will arouse readers’ interest in artificial intelligence and inspire more professionals to combine AI with cloud technology and big data to make life safe and convenient.