68 citations
- Institut für RundfunktechnikDE2 papers
- Nokia (Germany)DE2 papers
- Technische Universität DresdenDE2 papers
- Universitat Politècnica de ValènciaES2 papers
- University of SurreyGB2 papers
- Arizona State UniversityUS1 paper
- Automated Precision (United States)US1 paper
- Brigham Young UniversityUS1 paper
- British Broadcasting Corporation (United Kingdom)GB1 paper
- BT Group (United Kingdom)GB1 paper
- Chalmers University of TechnologySE1 paper
- Deployable Space Systems (United States)US1 paper
6 papers · 1 filter
Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication
Alperen Gündogan, H. Murat Gürsu, Volker Pauli +1
We consider the distributed resource selection problem in Vehicle-to-vehicle (V2V) communication in the absence of a base station. Each vehicle autonomously selects transmission re…
Attentional Bottleneck: Towards an Interpretable Deep Driving Network
Jinkyu Kim, Mayank Bansal
Deep neural networks are a key component of behavior prediction and motion generation for self-driving cars. One of their main drawbacks is a lack of transparency: they should prov…
VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation
Jiyang Gao, Chen Sun, Hang Zhao +4
Behavior prediction in dynamic, multi-agent systems is an important problem in the context of self-driving cars, due to the complex representations and interactions of road compone…
STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction
Zhishuai Zhang, Jiyang Gao, Junhua Mao +3
Detecting pedestrians and predicting future trajectories for them are critical tasks for numerous applications, such as autonomous driving. Previous methods either treat the detect…
5G Radio Access Network Architecture for Terrestrial Broadcast Services
Mikko Säily, Carlos Barjau Estevan, Jordi Joan Gimenez +4
The 3rd Generation Partnership Project (3GPP) has defined based on the Long Term Evolution (LTE) enhanced Multicast Broadcast Multimedia Service (eMBMS) a set of new features to su…
Demonstrating Immersive Media Delivery on 5G Broadcast and Multicast Testing Networks
De Mi, Joe Eyles, Tero Jokela +13
This work presents eight demonstrators and one showcase developed within the 5G-Xcast project. They experimentally demonstrate and validate key technical enablers for the future of…