Pseudo Ray-Tracing: Deep Leaning Assisted Outdoor mm-Wave Path Loss Prediction
Author:
Affiliation:
1. Department of Computer Science and Technology, University of Cambridge, Cambridge, U.K.
2. Ranplan Wireless Network Design, Luton, U.K.
3. Research and Development Department, Ranplan Wireless, Cambridge, U.K.
Funder
European Commission through the Horizon 2020 Framework Programme
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/5962382/9852353/09774859.pdf?arnumber=9774859
Reference13 articles.
1. An empirical study on using CNNs for fast radio signal prediction;ozyegen;arXiv 2006 09245,2021
2. A Generalized Channel Dataset Generator for 5G New Radio Systems Based on Ray-Tracing
3. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
4. Adam: A method for stochastic optimization;kingma;arXiv 1412 6980,2014
5. Determination of Neural Network Parameters for Path Loss Prediction in Very High Frequency Wireless Channel
Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Multi-Modal Sensing Data-Based Real-Time Path Loss Prediction for 6G UAV-to-Ground Communications;IEEE Wireless Communications Letters;2024-09
2. A 2D Deep Residual Learning Approach for 3D Indoor Radio Map Estimation;ICC 2024 - IEEE International Conference on Communications;2024-06-09
3. A Reverse Ray Tracing Algorithm for Site-specific Modeling of O2I Radio Wave Propagation;2024 Photonics & Electromagnetics Research Symposium (PIERS);2024-04-21
4. Overview of the First Pathloss Radio Map Prediction Challenge;IEEE Open Journal of Signal Processing;2024
5. IRDM: A Generative Diffusion Model for Indoor Radio Map Interpolation;GLOBECOM 2023 - 2023 IEEE Global Communications Conference;2023-12-04
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3