Security risks and countermeasures of adversarial attacks on AI-driven applications in 6G networks: A survey
The advent of sixth-generation (6G) networks is expected to start a new era in mobile
networks, characterized by unprecedented high demands on dense connectivity, ultra …
networks, characterized by unprecedented high demands on dense connectivity, ultra …
Semantic revolution from communications to orchestration for 6g: Challenges, enablers, and research directions
In the context of emerging 6G services, the realization of everything-to-everything
interactions involving a myriad of physical and digital entities presents a crucial challenge …
interactions involving a myriad of physical and digital entities presents a crucial challenge …
Wireless point cloud transmission
3D point cloud is a three-dimensional data format generated by LiDARs and depth sensors,
and is being increasingly used in a large variety of applications. This paper presents a novel …
and is being increasingly used in a large variety of applications. This paper presents a novel …
Conditional computation in neural networks: Principles and research trends
This article summarizes principles and ideas from the emerging area of applying conditional
computation methods to the design of neural networks. In particular, we focus on neural …
computation methods to the design of neural networks. In particular, we focus on neural …
Semantic communication enhanced by knowledge graph representation learning
This paper investigates the advantages of representing and processing semantic knowledge
extracted into graphs within the emerging paradigm of semantic communications. The …
extracted into graphs within the emerging paradigm of semantic communications. The …
Soft partitioning of latent space for semantic channel equalization
Semantic channel equalization has emerged as a solution to address language mismatch in
multi-user semantic communications. This approach aims to align the latent spaces of an …
multi-user semantic communications. This approach aims to align the latent spaces of an …
BmmW: A DNN-based joint BLE and mmWave radar system for accurate 3D localization with goal-oriented communication
Abstract Bluetooth Low Energy (BLE) has emerged as one of the reference technologies for
the development of indoor localization systems, due to its increasing ubiquity, low-cost …
the development of indoor localization systems, due to its increasing ubiquity, low-cost …
Quantum Semantic Communications for Graph-Based Models
This paper delves into the integration of quantum technologies with semantic
communications, addressing challenges related to transmitting knowledge graphs over …
communications, addressing challenges related to transmitting knowledge graphs over …
Unified Timing Analysis for Closed-Loop Goal-Oriented Wireless Communication
Goal-oriented communication has become one of the focal concepts in sixth-generation
communication systems owing to its potential to provide intelligent, immersive, and real-time …
communication systems owing to its potential to provide intelligent, immersive, and real-time …
Rethinking Multi-User Semantic Communications with Deep Generative Models
In recent years, novel communication strategies have emerged to face the challenges that
the increased number of connected devices and the higher quality of transmitted information …
the increased number of connected devices and the higher quality of transmitted information …