Overview on intelligent wireless communication technology
In recent years,artificial intelligence (AI) has been applied to wireless communications,in order to address the challenges introduced by data explosion and Internet of everything.Firstly,three core technologies of AI were introduced,including deep learning,deep reinforcement learning,and federated...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2020-07-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020145/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841539306438524928 |
|---|---|
| author | Yingchang LIANG Junjie TAN Dusit Niyato |
| author_facet | Yingchang LIANG Junjie TAN Dusit Niyato |
| author_sort | Yingchang LIANG |
| collection | DOAJ |
| description | In recent years,artificial intelligence (AI) has been applied to wireless communications,in order to address the challenges introduced by data explosion and Internet of everything.Firstly,three core technologies of AI were introduced,including deep learning,deep reinforcement learning,and federated learning.Then,an overview of their applications on wireless communications was provided,from the aspects of wireless transmission,spectrum management,resource allocation,network access,network and system optimization.Based on the overview,the principle,applicability,design methodology,pros and cons on applying AI technologies to solve wireless communication problems were analyzed and summarized.Regarding the existed limitations,the future development trends and research directions on intelligent wireless communication technologies were pointed out,to hopefully provide useful help and reference for the future research in this field. |
| format | Article |
| id | doaj-art-bc6debe5f0ca455689867c9b79092cc4 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2020-07-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-bc6debe5f0ca455689867c9b79092cc42025-01-14T07:19:36ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2020-07-014111759736431Overview on intelligent wireless communication technologyYingchang LIANGJunjie TANDusit NiyatoIn recent years,artificial intelligence (AI) has been applied to wireless communications,in order to address the challenges introduced by data explosion and Internet of everything.Firstly,three core technologies of AI were introduced,including deep learning,deep reinforcement learning,and federated learning.Then,an overview of their applications on wireless communications was provided,from the aspects of wireless transmission,spectrum management,resource allocation,network access,network and system optimization.Based on the overview,the principle,applicability,design methodology,pros and cons on applying AI technologies to solve wireless communication problems were analyzed and summarized.Regarding the existed limitations,the future development trends and research directions on intelligent wireless communication technologies were pointed out,to hopefully provide useful help and reference for the future research in this field.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020145/artificial intelligencewireless communicationdeep learningdeep reinforcement learningfederated learning |
| spellingShingle | Yingchang LIANG Junjie TAN Dusit Niyato Overview on intelligent wireless communication technology Tongxin xuebao artificial intelligence wireless communication deep learning deep reinforcement learning federated learning |
| title | Overview on intelligent wireless communication technology |
| title_full | Overview on intelligent wireless communication technology |
| title_fullStr | Overview on intelligent wireless communication technology |
| title_full_unstemmed | Overview on intelligent wireless communication technology |
| title_short | Overview on intelligent wireless communication technology |
| title_sort | overview on intelligent wireless communication technology |
| topic | artificial intelligence wireless communication deep learning deep reinforcement learning federated learning |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020145/ |
| work_keys_str_mv | AT yingchangliang overviewonintelligentwirelesscommunicationtechnology AT junjietan overviewonintelligentwirelesscommunicationtechnology AT dusitniyato overviewonintelligentwirelesscommunicationtechnology |