6G Will Need to Leverage Blockchain, Machine Learning, and AI: Research
With 5G almost here, researchers are already focusing on the changes that will be required to ensure 6G is possible within the next decade. This research will need to be human-centric, According to King Abdullah University of Science & Technology (KAUST) postdoctoral fellow Shuping Dang, the research required needs to be human-centric to ensure secure, private communications that are accessible and affordable, and safeguard users’ mental and physical well-being.
Dang and his colleagues examined the potential applications and challenges of 6G communications in a study published in Nature Electronics. Achieving these criteria is no small feat. 5G communications have many advantages, supporting internet protocol television, high-definition video streaming, basic virtual and augmented reality services, and faster transmission; however, it does not involve the use of ground-breaking technologies. Its main focus has been about enhancing performance rather than technology.
Communications systems get updated every decade, which is also known as a generation or simply a “G.”
Meanwhile, 6G is expected to revolutionize the way we communicate. Envision a day, somewhere around 2030, when recreational scuba divers, for example, use their phones to transmit holographic images of themselves in their underwater surroundings to colleagues at work.
Other applications will include more accurate indoor positioning, allowing an application to identify exactly where you are in a 10-story building; a more tactile internet that allows remote machine operation or cooperative automated driving; improved in-flight and on-the-move connectivity; and the transmission of biological information extracted from exhaled breath, allowing the detection of developing contagions and the diagnosis of disease.
“These 6G communications will need to be more secure and reliable, involving a decentralized network architecture,” says KAUST research scientist Osama Amin.
This could involve using blockchain technology, famous for its use in Bitcoin mining, to make data anonymous and untraceable. This technology would prevent private data leakages, such as those that have recently captured public attention. Currently, governments and corporations control internet connections through the use of centralized servers. A decentralized blockchain network would involve storing encoded data on thousands of nodes that cannot all be accessed by a single person or entity.
Researchers will also need to investigate the use of physical-layer security technologies, which exploit the physical characteristics of wireless communication, such as noise and fading, to improve user security and privacy.
“6G communications will also require the employment of a 3D network architecture, where terrestrial base stations, unmanned aerial vehicles and space satellites are jointly used to provide seamless, high-quality and affordable communication services to people living in remote and underdeveloped areas,” adds advisor Mohamed-Slim Alouini. This could even involve the deployment of underwater communication nodes in the form of autonomous vehicles and sensors that are connected to underwater base stations.
“Artificial intelligence will play a pivotal role in the 6G communication revolution,” explains Dang. Machine learning algorithms could be used, for example, to efficiently allocate base station resources and achieve close-to-optimum performance. Intelligent materials placed on surfaces in the environment, such as on buildings or on street lights, could be used to sense the wireless environment and apply customized changes to radio waves. And deep learning techniques could be used to improve the accuracy of indoor positioning.
All of this will require systems that offer an extremely large bandwidth for signal transmission and that are robust in the face of adverse weather conditions. Also required are devices that consume less energy and that have longer battery lives. This will need further research into technologies that can harvest energy from ambient radio frequency signals, micro vibrations and sunlight. Finally, researchers will need to investigate the impacts of these evolving technologies on mental and physical health.
“Our current study aims to provide a vision of 6G and to serve as a research guideline in the post-5G era,” says Alouini. He and his team are investigating the integration of satellite, airborne and terrestrial networks for forming a decentralized 6G communication system.
They are also studying the use of artificial intelligence and deep learning techniques to optimize 6G communications and the use of “smart radio environments” with reconfigurable reflecting surfaces to optimize signal transmission. Finally, the team is working on expanding the wireless spectrum to the terahertz and optical bands to unlock a much larger bandwidth for 6G communication systems.
Source: KAUST
