Challenges in Wireless Communication Channel Characteristic Identification using Machine Learning: A Review
| Autor: | Anil Nandgaonkar, Sanjay L. Nalbalwar, Niranjan S. Kulkarni |
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| Rok vydání: | 2021 |
| Předmět: |
History
Polymers and Plastics business.industry Computer science Network engineering Machine learning computer.software_genre Industrial and Manufacturing Engineering Network management Identification (information) Wireless Artificial intelligence Business and International Management business computer Communication channel |
| Zdroj: | SSRN Electronic Journal. |
| ISSN: | 1556-5068 |
| Popis: | Channel characteristic identification is an important step in network engineering. The next-generation networks is depending upon many parameters and by tuning these parameters we can efficiently and intelligently manage the applications. Lately, AI-based network management technics are widely used in wireless communication. These technics give an upper hand in detecting and managing network parameters intelligently. In this view, this research work focuses on recent progress in channel engineering with the help of various Machine Learning algorithms and identifies challenges in channel engineering considering various applications. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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