Application of Intelligent Signal Reflection in the Communication Model of an Electronic Controller
This paper analyses the automatic control effect of an electronic controller, combined with artificial intelligence technology in order to improve the automatic control of an electronic controller. In order to improve the automatic control effect of the electronic controller, a novel centralized int...
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Journal of Robotics |
| Online Access: | http://dx.doi.org/10.1155/2022/8031024 |
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| _version_ | 1832549760167313408 |
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| author | Lan Lan |
| author_facet | Lan Lan |
| author_sort | Lan Lan |
| collection | DOAJ |
| description | This paper analyses the automatic control effect of an electronic controller, combined with artificial intelligence technology in order to improve the automatic control of an electronic controller. In order to improve the automatic control effect of the electronic controller, a novel centralized intelligent reflective surface-assisted millimeter-wave computational imaging scheme based on pixel block division and block sparse signal recovery is proposed in this paper. Meanwhile, this paper proposes a fast block-sparse Bayesian learning algorithm. It combines the GAMP algorithm with machine learning, so it can achieve similar performance with much lower computational complexity than the traditional block sparse Bayesian learning algorithm. The simulation clustering study shows that the electronic controller automation system based on artificial intelligence technology proposed in this paper can effectively improve the control effect of the electronic controller. |
| format | Article |
| id | doaj-art-e6aab7a9b4bf4e5ea75a75a723429b98 |
| institution | Kabale University |
| issn | 1687-9619 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Robotics |
| spelling | doaj-art-e6aab7a9b4bf4e5ea75a75a723429b982025-02-03T06:08:42ZengWileyJournal of Robotics1687-96192022-01-01202210.1155/2022/8031024Application of Intelligent Signal Reflection in the Communication Model of an Electronic ControllerLan Lan0Henan College of TransportationThis paper analyses the automatic control effect of an electronic controller, combined with artificial intelligence technology in order to improve the automatic control of an electronic controller. In order to improve the automatic control effect of the electronic controller, a novel centralized intelligent reflective surface-assisted millimeter-wave computational imaging scheme based on pixel block division and block sparse signal recovery is proposed in this paper. Meanwhile, this paper proposes a fast block-sparse Bayesian learning algorithm. It combines the GAMP algorithm with machine learning, so it can achieve similar performance with much lower computational complexity than the traditional block sparse Bayesian learning algorithm. The simulation clustering study shows that the electronic controller automation system based on artificial intelligence technology proposed in this paper can effectively improve the control effect of the electronic controller.http://dx.doi.org/10.1155/2022/8031024 |
| spellingShingle | Lan Lan Application of Intelligent Signal Reflection in the Communication Model of an Electronic Controller Journal of Robotics |
| title | Application of Intelligent Signal Reflection in the Communication Model of an Electronic Controller |
| title_full | Application of Intelligent Signal Reflection in the Communication Model of an Electronic Controller |
| title_fullStr | Application of Intelligent Signal Reflection in the Communication Model of an Electronic Controller |
| title_full_unstemmed | Application of Intelligent Signal Reflection in the Communication Model of an Electronic Controller |
| title_short | Application of Intelligent Signal Reflection in the Communication Model of an Electronic Controller |
| title_sort | application of intelligent signal reflection in the communication model of an electronic controller |
| url | http://dx.doi.org/10.1155/2022/8031024 |
| work_keys_str_mv | AT lanlan applicationofintelligentsignalreflectioninthecommunicationmodelofanelectroniccontroller |