DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset

17 November 2022

Papers citing "DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset"

28 / 28 papers shown

Title
Multi-Modality Sensing in mmWave Beamforming for Connected Vehicles Using Deep Learning Muhammad Baqer Mollah Honggang Wang Mohammad Ataul Karim Hua Fang 32 0 0 08 Apr 2025
Resource-Efficient Beam Prediction in mmWave Communications with Multimodal Realistic Simulation Framework Yu Min Park Y. Tun Walid Saad Choong Seon Hong 26 0 0 07 Apr 2025
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning Mohammad Farzanullah Han Zhang A. B. Sediq Ali Afana Melike Erol-Kantarci 50 0 0 13 Mar 2025
BeamLLM: Vision-Empowered mmWave Beam Prediction with Large Language Models Can Zheng Jiguang He Guofa Cai Zitong Yu Chung G. Kang 43 0 0 13 Mar 2025
AI-Powered Urban Transportation Digital Twin: Methods and Applications Xuan Di Yongjie Fu Mehmet K.Turkcan Mahshid Ghasemi Zhaobin Mo Chengbo Zang Abhishek Adhikari Z. Kostić Gil Zussman AI4CE 39 0 0 30 Dec 2024
Multi-Modal Transformer and Reinforcement Learning-based Beam Management Mohammad Ghassemi Han Zhang Ali Afana A. B. Sediq Melike Erol-Kantarci OffRL 33 4 0 22 Oct 2024
A Survey on Integrated Sensing, Communication, and Computation Dingzhu Wen Yong Zhou Xiaoyang Li Yuanming Shi Kaibin Huang Khaled B. Letaief 37 24 0 15 Aug 2024
DeepSense-V2V: A Vehicle-to-Vehicle Multi-Modal Sensing, Localization, and Communications Dataset João Morais Gouranga Charan Nikhil Srinivas Ahmed Alkhateeb 41 5 0 25 Jun 2024
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer Mohammad Farzanullah Han Zhang A. B. Sediq Ali Afana Melike Erol-Kantarci 30 1 0 20 May 2024
Position Aware 60 GHz mmWave Beamforming for V2V Communications Utilizing Deep Learning Muhammad Baqer Mollah Honggang Wang Hua Fang 31 6 0 02 Feb 2024
Vision-Assisted Digital Twin Creation for mmWave Beam Management Maximilian Arnold Bence Major F. V. Massoli Joseph B. Soriaga Arash Behboodi 24 1 0 31 Jan 2024
CAVIAR: Co-simulation of 6G Communications, 3D Scenarios and AI for Digital Twins João Borges Felipe Bastos Ilan S. Correa Pedro Batista A. Klautau 17 2 0 06 Jan 2024
Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 33 3 0 21 Dec 2023
Non-contact Multimodal Indoor Human Monitoring Systems: A Survey L. Nguyen Praneeth Susarla Anirban Mukherjee Manuel Lage Cañellas Constantino Álvarez Casado Xiaoting Wu Olli Silvén D. Jayagopi Miguel Bordallo López 26 1 0 11 Dec 2023
Learning Radio Environments by Differentiable Ray Tracing J. Hoydis Fayccal Ait Aoudia Sebastian Cammerer Florian Euchner Merlin Nimier-David S. Brink Alexander Keller 21 17 0 30 Nov 2023
Multimodal Transformers for Wireless Communications: A Case Study in Beam Prediction Yu Tian Qiyang Zhao Zine el abidine Kherroubi Fouzi Boukhalfa Kebin Wu Faouzi Bader 31 11 0 21 Sep 2023
Vehicle Cameras Guide mmWave Beams: Approach and Real-World V2V Demonstration Tawfik Osman Gouranga Charan Ahmed Alkhateeb 14 6 0 20 Aug 2023
Camera Based mmWave Beam Prediction: Towards Multi-Candidate Real-World Scenarios Gouranga Charan Muhammad Alrabeiah Tawfik Osman Ahmed Alkhateeb 21 12 0 14 Aug 2023
Enhancing Reliability in Federated mmWave Networks: A Practical and Scalable Solution using Radar-Aided Dynamic Blockage Recognition Mohammad M. Al-Quraan A. Zoha Anthony Centeno H. Salameh Sami Muhaidat Muhammad Ali Imran Lina S. Mohjazi 15 5 0 22 Jun 2023
Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses M. Ferrag Othmane Friha B. Kantarci Norbert Tihanyi Lucas C. Cordeiro Merouane Debbah Djallel Hamouda Muna Al-Hawawreh K. Choo 25 43 0 17 Jun 2023
Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling J. Hoydis Fayccal Ait Aoudia Sebastian Cammerer Merlin Nimier-David Nikolaus Binder Guillermo Marcus Alexander Keller 24 65 0 20 Mar 2023
Real-Time Digital Twins: Vision and Research Directions for 6G and Beyond Ahmed Alkhateeb Shuaifeng Jiang Gouranga Charan 10 86 0 26 Jan 2023
Toward an AI-enabled Connected Industry: AGV Communication and Sensor Measurement Datasets Rodrigo Hernangómez Alexandros Palaios Cara Watermann Daniel Schäufele Philipp Geuer ... Hugues Tchouankem Jose Angel Leon Calvo Bo Chen G. Fettweis Sławomir Stańczak 16 9 0 20 Dec 2022
Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual Correspondence Mohammed Alloulah Maximilian Arnold SSL 27 2 0 13 Jun 2022
Position Aided Beam Prediction in the Real World: How Useful GPS Locations Actually Are? João Morais Arash Behboodi Hamed Pezeshki Ahmed Alkhateeb 26 58 0 18 May 2022
MIMO Channel Estimation using Score-Based Generative Models Marius Arvinte Jonathan I. Tamir DiffM 32 50 0 14 Apr 2022
Computer Vision Aided Blockage Prediction in Real-World Millimeter Wave Deployments Gouranga Charan Ahmed Alkhateeb 16 19 0 03 Mar 2022
LIDAR and Position-Aided mmWave Beam Selection with Non-local CNNs and Curriculum Training Matteo Zecchin Mahdi Boloursaz Mashhadi Mikolaj Jankowski Deniz Gunduz Marios Kountouris David Gesbert 54 53 0 29 Apr 2021