Sensing-assisted Communication Beamforming Based on Multi-Modal Feature Extraction for High-Reliable IoV

Author:

Cui Yuanhao1ORCID,Nie Jiali2ORCID,Yu Tiankuo2ORCID,Zou Jiaqi2ORCID,Yuan Weijie1ORCID,Jing Zexuan2ORCID,Mu Junsheng2ORCID,Jing Xiaojun2ORCID

Affiliation:

1. Southern University of Science and Technology

2. Beijing University of Posts and Telecommunications

Publisher

ACM

Reference11 articles.

1. X. Li , Q. Li , F. Meng , Z. Xu , Z. Xu and Y. Gong , " Deep Learning-Based Channel Estimation for HPO-MIMO Systems in IoV Scenario," 2022 15th International Congress on Image and Signal Processing , BioMedical Engineering and Informatics (CISP-BMEI) , Beijing, China , 2022 , pp. 1 -- 5 , doi: 10.1109/CISP-BMEI56279.2022.9980303. 10.1109/CISP-BMEI56279.2022.9980303 X. Li, Q. Li, F. Meng, Z. Xu, Z. Xu and Y. Gong, "Deep Learning-Based Channel Estimation for HPO-MIMO Systems in IoV Scenario," 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), Beijing, China, 2022, pp. 1--5, doi: 10.1109/CISP-BMEI56279.2022.9980303.

2. Z. Du , F. Liu , Y. Li , W. Yuan , Y. Cui , Z. Zhang , C. Masouros , B. Ai , "Towards ISAC-Empowered Vehicular Networks : Framework, Advances, and Opportunities ," ( 2023 ). https://doi.org/10.48550/arXiv.2305.00681. 10.48550/arXiv.2305.00681 Z. Du, F. Liu, Y. Li, W. Yuan, Y. Cui, Z. Zhang, C. Masouros, B. Ai, "Towards ISAC-Empowered Vehicular Networks: Framework, Advances, and Opportunities," (2023). https://doi.org/10.48550/arXiv.2305.00681.

3. Y. Sun and C. Qi , " Analog Beamforming and Combining Based on Codebook in Millimeter Wave Massive MIMO Communications," GLOBECOM 2017 - 2017 IEEE Global Communications Conference , Singapore , 2017 , pp. 1 -- 6 , doi: 10.1109/GLO-COM.2017.8254788. 10.1109/GLO-COM.2017.8254788 Y. Sun and C. Qi, "Analog Beamforming and Combining Based on Codebook in Millimeter Wave Massive MIMO Communications," GLOBECOM 2017 - 2017 IEEE Global Communications Conference, Singapore, 2017, pp. 1--6, doi: 10.1109/GLO-COM.2017.8254788.

4. Z. Ying , H. Yang , J. Gao and K. Zheng , " A New Vision-Aided Beam Prediction Scheme for mmWave Wireless Communications," 2020 IEEE 6th International Conference on Computer and Communications (ICCC) , Chengdu , China , 2020 , pp. 232 -- 237 , doi: 10.1109/ICCC51575.2020.9344988. 10.1109/ICCC51575.2020.9344988 Z. Ying, H. Yang, J. Gao and K. Zheng, "A New Vision-Aided Beam Prediction Scheme for mmWave Wireless Communications," 2020 IEEE 6th International Conference on Computer and Communications (ICCC), Chengdu, China, 2020, pp. 232--237, doi: 10.1109/ICCC51575.2020.9344988.

5. M. Alrabeiah , A. Hredzak and A. Alkhateeb , " Millimeter Wave Base Stations with Cameras: Vision-Aided Beam and Blockage Prediction," 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) , Antwerp , Belgium , 2020 , pp. 1 -- 5 , doi: 10.1109/VTC2020-Spring48590.2020.9129369. 10.1109/VTC2020-Spring48590.2020.9129369 M. Alrabeiah, A. Hredzak and A. Alkhateeb, "Millimeter Wave Base Stations with Cameras: Vision-Aided Beam and Blockage Prediction," 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), Antwerp, Belgium, 2020, pp. 1--5, doi: 10.1109/VTC2020-Spring48590.2020.9129369.

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