Wireless connections play an integral role in our everyday life, not only because of our dependence on the internet but also because they facilitate maintaining our social and professional relationships. Despite our location, we remain perpetually connected. Artificial Intelligence (AI) technology is transforming this sphere by enhancing wireless networks. Continue reading to discover more about this revolution.
Wireless signals can be disrupted for various reasons – physical obstructions, materials causing deflection or blocking, etc. Wireless carriers leverage AI technology to tackle these problems and enhance wireless performance. AI enables wireless carriers to optimize their connections and overcome the main hurdles to successful connectivity.
Artificial Intelligence, capable of performing tasks on par with, or sometimes even surpassing human abilities, especially when dealing with large data volumes, is progressively infiltrating our daily lives. The adaptability of AI, coupled with its ability to remember and learn from information, makes it superior to other techniques. AI involves designing algorithms to execute specific tasks that can be reliably replicated, making it ideal for analyzing large datasets and suggesting actions based on data analysis.
The 5G network, introduced in 2019, significantly outperforms its predecessors (4G and 3G networks). 5G signals, due to their shorter wavelength, connect to devices more rapidly and can adapt to varying scenarios, providing an optimal connection.
AI is a key player in the 5G network, significantly enhancing wireless connectivity. A Juniper Research report predicts that 5G users will reach 2.5 billion by 2026.
As wireless users increase, carriers must ensure their networks remain robust. AI provides an effective solution for enhancing wireless connections, promising a positive user experience.
Wireless connection improvement is a complex endeavor. Carriers must manage signals, maintain the network, and ensure high volume and bandwidth.
Post the 5G network launch, several carriers began integrating AI technology into their operations. AI assists wireless carriers in numerous ways:
AI’s ability to spot network anomalies faster than IT teams or even customers has proven beneficial. Prompt anomaly detection allows the IT team to quickly rectify issues, improving customer satisfaction and revenue. AI also bolsters network security by identifying breaches and aiding in mitigation before they become problematic.
Implementing AI technology in networks can elevate customer experience as it quickly responds to issues, ensuring minimal customer impact. It can identify issues faster, open new business opportunities, and mitigate costs for wireless carriers. However, human intervention remains essential, with AI aiding carriers in quicker problem identification.
Despite its numerous benefits, implementing AI can be challenging due to the many preparatory steps involved. Small businesses may find the cost of AI incorporation prohibitive.
Data Deficiency: AI relies on data for predictions and improvements. Hence, the absence of appropriate data can limit its efficacy.
Privacy and Security: As AI gains popularity, concerns over privacy breaches and potential cyberattacks increase.
Accuracy: AI has significantly improved in delivering accurate information. However, inaccuracies can occur, emphasizing the need for teams to use AI as a tool rather than a replacement for human judgment.
Aira is fundamentally re-imagining the Radio Access Network (RAN) stack, by embedding AI into every layer to deliver the required performance improvements in a sustainable manner. By using AI, Aira is able to make networks intelligent and self-evolving and ensure that wireless resources are used as efficiently as possible.