Scope of machine learning techniques for 5G wireless communication
5G Introduction: -- Radio access network technology for 5G (5 th generation of wireless networks) is coined as 5G NR (new radio). It was introduced within the release 15 version of the 3GPP specifications. 5G 3GPP specifications are based on following three key use cases. enhanced Mobile Broadband (eMBB) Main goals: 1. 10-20 Gbps peak throughput (100 Mbps guaranteed) 2. Support for high mobility (500 km/h speeds) 3. Network energy saving by a factor of 100. Ultra-Reliable and Low Latency Communications (URLLC) Main goals: 1. Ultra-responsive (5 msec end-to-end latency) 2. Ultra-reliable and always available (99.9999%) 3. Low to medium data rates (50 kbps - 10 Mbps) 4. High speed mobility Massive Machine Type Communications (mMTC) Main goals: 1. High density of devices (2x10^5 – 10^6 /square km) 2. Long range 3. Low data rates (1 - 100 kbps) 4. Ultra-low cost 5.