Beam management is a challenging task for millimeter wave (mmWave) and sub-terahertz communication systems, especially in scenarios with highly-mobile users. Leveraging external sensing modalities such as vision, LiDAR, radar, position, or a combination of them, to address this beam management challenge has recently attracted increasing interest from both academia and industry. This is mainly motivated by the dependency of the beam direction decision on the user location and the geometry of the surrounding environment---information that can be acquired from the sensory data.

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[1] Ahmed Alkhateeb, Gouranga Charan, Tawfik Osman, Andrew Hredzak, Nikhil Srinivas, Umut Demirhan, João Morais, "DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/wq34-a443. Accessed: Feb. 25, 2024.
@data{wq34-a443-22,
doi = {10.21227/wq34-a443},
url = {http://dx.doi.org/10.21227/wq34-a443},
author = {Ahmed Alkhateeb; Gouranga Charan; Tawfik Osman; Andrew Hredzak; Nikhil Srinivas; Umut Demirhan; João Morais },
publisher = {IEEE Dataport},
title = {DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset},
year = {2022} }
TY - DATA
T1 - DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset
AU - Ahmed Alkhateeb; Gouranga Charan; Tawfik Osman; Andrew Hredzak; Nikhil Srinivas; Umut Demirhan; João Morais
PY - 2022
PB - IEEE Dataport
UR - 10.21227/wq34-a443
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Ahmed Alkhateeb, Gouranga Charan, Tawfik Osman, Andrew Hredzak, Nikhil Srinivas, Umut Demirhan, João Morais. (2022). DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset. IEEE Dataport. http://dx.doi.org/10.21227/wq34-a443
Ahmed Alkhateeb, Gouranga Charan, Tawfik Osman, Andrew Hredzak, Nikhil Srinivas, Umut Demirhan, João Morais, 2022. DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset. Available at: http://dx.doi.org/10.21227/wq34-a443.
Ahmed Alkhateeb, Gouranga Charan, Tawfik Osman, Andrew Hredzak, Nikhil Srinivas, Umut Demirhan, João Morais. (2022). "DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset." Web.
1. Ahmed Alkhateeb, Gouranga Charan, Tawfik Osman, Andrew Hredzak, Nikhil Srinivas, Umut Demirhan, João Morais. DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/wq34-a443
Ahmed Alkhateeb, Gouranga Charan, Tawfik Osman, Andrew Hredzak, Nikhil Srinivas, Umut Demirhan, João Morais. "DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset." doi: 10.21227/wq34-a443