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Cooperative perception of connected vehicles comes to the rescue when the field of view restricts stand-alone intelligence. While raw-level cooperative perception preserves most information to guarantee accuracy, it is demanding in…

Information Theory · Computer Science 2023-02-28 Yukuan Jia , Ruiqing Mao , Yuxuan Sun , Sheng Zhou , Zhisheng Niu

Although robot-to-robot (R2R) communication improves indoor scene understanding beyond what a single robot can achieve, R2R alone cannot overcome partial observability without substantial exploration overhead or scaling team size. In…

In recent years, Cellular-Vehicle-to-Everything (CV2X) has been an emerging area of interest attracting both the industry and academy societies to develop, which is also a prominent emerging service for the next generation of the cellular…

Networking and Internet Architecture · Computer Science 2019-04-18 Donglin Wang , Raja R. Sattiraju , Andreas Weinand , Hans D. Schotten

Achieving fully autonomous driving with enhanced safety and efficiency relies on vehicle-to-everything cooperative perception, which enables vehicles to share perception data, thereby enhancing situational awareness and overcoming the…

Computer Vision and Pattern Recognition · Computer Science 2025-09-03 Tao Huang , Jianan Liu , Xi Zhou , Dinh C. Nguyen , Mostafa Rahimi Azghadi , Yuxuan Xia , Qing-Long Han , Sumei Sun

Relative vehicle positioning methods can contribute to safer and more efficient autonomous driving by enabling collision avoidance and platooning applications. For full automation, these applications require cm-level positioning accuracy…

Signal Processing · Electrical Eng. & Systems 2023-11-06 Burak Soner , Merve Karakas , Utku Noyan , Furkan Sahbaz , Sinem Coleri

Single-vehicle Vision-Language Models (VLMs) are fundamentally constrained by sensor occlusions. While Vehicle-to-Everything (V2X) systems mitigate this, current benchmarks lack the cooperative reasoning required for resolving ambiguities…

Computer Vision and Pattern Recognition · Computer Science 2026-05-26 Kevin Richard , Alphin Varghese , Colin Pham , David Oh , Srijan Das

Vehicle-to-vehicle (V2V) communication can improve road safety and traffic efficiency, particularly around critical areas such as intersections. We analytically derive V2V success probability near an urban intersection, based on empirically…

Information Theory · Computer Science 2016-10-11 Mouhamed Abdulla , Erik Steinmetz , Henk Wymeersch

Cooperative perception has been widely used in autonomous driving to alleviate the inherent limitation of single automated vehicle perception. To enable cooperation, vehicle-to-vehicle (V2V) communication plays an indispensable role. This…

Signal Processing · Electrical Eng. & Systems 2023-11-20 Chenguang Liu , Yunfei Chen , Jianjun Chen , Ryan Payton , Michael Riley , Shuang-Hua Yang

Ultra-wideband (UWB)-vision fusion localization has achieved extensive applications in the domain of multi-agent relative localization. The challenging matching problem between robots and visual detection renders existing methods highly…

Robotics · Computer Science 2025-12-12 Si Wang , Zhehan Li , Jiadong Lu , Rong Xiong , Yanjun Cao , Yue Wang

Multi-agent multi-lidar sensor fusion between connected vehicles for cooperative perception has recently been recognized as the best technique for minimizing the blind zone of individual vehicular perception systems and further enhancing…

Systems and Control · Electrical Eng. & Systems 2023-07-14 Lantao Li , Chen Sun

Through advancement of the Vehicle-to-Everything (V2X) network, road safety, energy consumption, and traffic efficiency can be significantly improved. An accurate vehicle trajectory prediction benefits communication traffic management and…

Machine Learning · Computer Science 2023-03-07 Yan Qin , Yong Liang Guan , Chau Yuen

Deep learning has been widely used in the perception (e.g., 3D object detection) of intelligent vehicle driving. Due to the beneficial Vehicle-to-Vehicle (V2V) communication, the deep learning based features from other agents can be shared…

Computer Vision and Pattern Recognition · Computer Science 2023-03-23 Jinlong Li , Runsheng Xu , Xinyu Liu , Jin Ma , Zicheng Chi , Jiaqi Ma , Hongkai Yu

By using an automated braking system, such as the Automatic Emergency Brake (AEB), crashes can be avoided in situations where the driver is unaware of an imminent collision. However, conventional AEB systems detect potential collision…

Systems and Control · Electrical Eng. & Systems 2025-06-13 Jan Zimmermann , Jörg Mönnich , Michael Scherl , Ignacio Llatser , Florian Wildschütte , Frank Hofmann

The blockage is a key challenge for millimeter wave communication systems, since these systems mainly work on line-of-sight (LOS) links, and the blockage can degrade the system performance significantly. It is recently found that visual…

Signal Processing · Electrical Eng. & Systems 2022-07-27 Ruijin Ding , Weihua Xu , Wanmai Yuan , Feifei Gao

The 5G vehicle-to-everything (V2X) communication for autonomous and semi-autonomous driving utilizes the wireless technology for communication and the Millimeter Wave bands are widely implemented in this kind of vehicular network…

Networking and Internet Architecture · Computer Science 2020-12-23 Deepika Mohan , G. G. Md. Nawaz Ali , Peter Han Joo Chong

Positioning integrity refers to the trust in the performance of a navigation system. Accurate and reliable position information is needed to meet the requirements of connected and Automated Vehicle (CAV) applications, particularly in…

Robotics · Computer Science 2025-08-26 Saswat Priyadarshi Nayak , Matthew Barth

The area of vehicle-to-infrastructure (C2I) communication has become an increasingly important area in the field of C2X communication in recent years. It is on the same level as vehicle-to-vehicle (C2C) communication and uses the same…

Networking and Internet Architecture · Computer Science 2021-02-23 Horst Wieker , Arno Hinsberger , Manuel Fünfrocken , Jonas Vogt

A point-to-point communication is considered where a roadside unite (RSU) wishes to simultaneously send messages of enhanced mobile broadband (eMBB) and ultra-reliable low-latency communication (URLLC) services to a vehicle. The eMBB…

Information Theory · Computer Science 2023-05-16 Homa Nikbakht , Eric Ruzomberka , Michèle Wigger , Shlomo Shamai , H. Vincent Poor

Vehicle-to-Everything (V2X) communication has become an integral component of Intelligent Transportation Systems (ITS) due to its ability to connect vehicles, pedestrians, infrastructure, and create situational awareness among vehicles.…

Networking and Internet Architecture · Computer Science 2021-01-19 Ghayoor Shah , MD Saifuddin , Yaser P. Fallah , Somak Datta Gupta

We propose a novel solution to the rigid body localization (RBL) problem, in which the three-dimensional (3D) rotation and translation is estimated by only utilizing the range measurements between the wireless sensors on the rigid body and…

Signal Processing · Electrical Eng. & Systems 2025-01-20 Volodymyr Vizitiv , Hyeon Seok Rou , Niclas Führling , Giuseppe Thadeu Freitas de Abreu