Joint communications and sensing hybrid beamforming design via deep unfolding
Joint communications and sensing (JCAS) is envisioned as a key feature in future wireless
communications networks. In massive MIMO-JCAS systems, hybrid beamforming (HBF) is …
communications networks. In massive MIMO-JCAS systems, hybrid beamforming (HBF) is …
Data-driven Integrated Sensing and Communication: Recent Advances, Challenges, and Future Prospects
Integrated Sensing and Communication (ISAC), combined with data-driven approaches, has
emerged as a highly significant field, garnering considerable attention from academia and …
emerged as a highly significant field, garnering considerable attention from academia and …
Joint antenna selection and beamforming in integrated automotive radar sensing-communications with quantized double phase shifters
We consider an integrated sensing-communication system operating in a dynamic
environment, such as an autonomous vehicle scenario. We propose a novel, low-cost, low …
environment, such as an autonomous vehicle scenario. We propose a novel, low-cost, low …
Hybrid Deep Reinforcement Learning for Enhancing Localization and Communication Efficiency in RIS-Aided Cooperative ISAC Systems
In this paper, we propose a novel framework that combines simultaneous localization and
communication (SLAC) using a reconfigurable intelligent surface (RIS) aided integrated …
communication (SLAC) using a reconfigurable intelligent surface (RIS) aided integrated …
Causality-Driven Reinforcement Learning for Joint Communication and Sensing
The next-generation wireless network, 6G and beyond, envisions to integrate
communication and sensing to overcome interference, improve spectrum efficiency, and …
communication and sensing to overcome interference, improve spectrum efficiency, and …
Constant Modulus Waveform Design for Wideband Multicarrier Joint Communications and Sensing via Deep Unfolding
P Krishnananthalingam, NT Nguyen… - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
Joint communications and sensing (JCAS) have recently emerged as a promising
technology to utilize the scarce spectrum in wireless networks and to reuse the same …
technology to utilize the scarce spectrum in wireless networks and to reuse the same …
A Survey on Machine Learning Enhanced Integrated Sensing and Communication Systems: Architectures, Algorithms, and Applications
MAK Respati, BM Lee - IEEE Access, 2024 - ieeexplore.ieee.org
Integrated sensing and communications (ISAC) technology is being developed in wireless
communications systems in the sixth generation (6G). ISAC has the advantages of lower …
communications systems in the sixth generation (6G). ISAC has the advantages of lower …
Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing
In this paper, we propose a low-complexity and fast hybrid beamforming design for joint
communications and sensing (JCAS) based on deep unfolding. We first derive closed-form …
communications and sensing (JCAS) based on deep unfolding. We first derive closed-form …
Deep Unfolding Enabled Constant Modulus Waveform Design for Joint Communications and Sensing
P Krishnananthalingam, NT Nguyen… - arXiv preprint arXiv …, 2023 - arxiv.org
Joint communications and sensing (JCAS) systems have recently emerged as a promising
technology to utilize the scarce spectrum in wireless networks and to reuse the same …
technology to utilize the scarce spectrum in wireless networks and to reuse the same …
Synesthesia of Machines (SoM)-Enhanced ISAC Precoding for Vehicular Networks with Double Dynamics
Integrated sensing and communication (ISAC) technology plays a crucial role in vehicular
networks. However, the communication channel within this context exhibits time-varying …
networks. However, the communication channel within this context exhibits time-varying …