Abstract
SummaryThe Third Generation Partnership Project launched the Narrowband Internet of Things (NB‐IoT) as part of 5G technology under Release‐13. These networks are authorized Low Power Wide Area Networks. It uses less power and sends message over long distances. The NB‐IoT is can be used widely in industries, environment, and home for automation. While comparing NB‐IoT to regular Long Term Evaluation Machine Type Communication, the repetition in uplink is 128. The extreme coverage by 164 dB in terms of Maximum Coupling Loss. The NB‐IoT is employed in deep coverage for users. If we use many repetitions in NB‐IoT technology, the results are shorter battery life and higher maintenance cost. Hence, we suggest abandoning the random spectrum access strategy in favor of a novel technique termed Dynamic Spectrum Access, which uses reinforcement learning algorithm to eliminate the shortcomings. This method is used to decrease the number of re‐transmissions so that NB‐IoT system power goes to less and augments coverage.
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