no code implementations • 11 Mar 2025 • Kawon Han, Kaitao Meng, Christos Masouros
We analyze the Cramer-Rao bounds (CRBs) for TO and CFO estimates and evaluate the impact of D-ISAC synchronization on the bottom-line target localization performance.
no code implementations • 30 Jan 2025 • Kawon Han, Kaitao Meng, Christos Masouros
The ultimate goal of enabling sensing through the cellular network is to obtain coordinated sensing of an unprecedented scale, through distributed integrated sensing and communication (D-ISAC).
no code implementations • 28 Jan 2025 • Lai Jiang, Kaitao Meng, Murat Temiz, Jiaming Hu, Christos Masouros
We propose two cooperative beamforming frameworks based on federated learning (FL) for multi-cell integrated sensing and communications (ISAC) systems.
no code implementations • 17 Dec 2024 • Rui Wang, Kaitao Meng, Deshi Li
Specifically, the mission completion time is minimized by optimizing the trajectories, task allocation, collection time scheduling, and transmission topology of UAVs while ensuring backhaul link to the BS.
no code implementations • 1 Dec 2024 • Lele Cong, Kaitao Meng, Deshi Li, Hao Jiang, Liang Xu
Additionally, through SF matching by integrating the inclusion and adjacency position relationships, a multi-scale vehicle localization (MSVL) algorithm is proposed to identify vehicular road signal patterns and determine the real-time segment and coordinates.
no code implementations • 8 Nov 2024 • Chenghong Bian, Kaitao Meng, Huihui Wu, Yumeng Zhang, Deniz Gunduz
In particular, a novel iterative parameter sensing and channel decoding (IPSCD) algorithm is proposed, where the correctly decoded codewords that pass CRC are utilized for sensing to improve the parameter estimation accuracy, and in return, more accurate parameter estimates lead to a larger number of correctly decoded data symbols.
no code implementations • 17 Jul 2024 • Xiao-Yang Wang, Shaoshi Yang, Kaitao Meng, Hou-Yu Zhai, Christos Masouros
In response to this problem, we first formulate the theoretical relationship between frequency domain subcarrier distribution and the range Cram\'er-Rao bound (CRB), and time domain sensing symbol distribution and the velocity CRB, as well as between subcarrier distribution and achievable communication rates in narrowband systems.
no code implementations • 24 May 2024 • Wei Huang, Pengfei Wu, Tianhe Xu, Hao Zhang, Kaitao Meng
Seafloor anchor nodes, which form a geodetic network, are designed to provide surface and underwater users with positioning, navigation and timing (PNT) services.
no code implementations • 10 May 2024 • Kaitao Meng, Christos Masouros, Athina P. Petropulu, Lajos Hanzo
The integration of sensing and communication (ISAC) emerges as a cornerstone technology for the forth upcoming sixth generation era, seamlessly incorporating sensing functionality into wireless networks as a native capability.
no code implementations • 9 May 2024 • Jiaqi Zou, Hao Xu, Chao Wang, Lvxin Xu, Songlin Sun, Kaitao Meng, Christos Masouros, Kai-Kit Wong
As an emerging antenna technology, a fluid antenna system (FAS) enhances spatial diversity to improve both sensing and communication performance by shifting the active antennas among available ports.
no code implementations • 24 Apr 2024 • Rui Wang, Deshi Li, Qingqing Wu, Kaitao Meng, Boning Feng, Lele Cong
In this paper, we propose a rechargeable UAV-assisted periodic data collection scheme, where a UAV is dispatched to periodically collect data from sensor nodes (SNs) in the mission area and charged by a wireless charging platform.
no code implementations • 8 Jan 2024 • Yifan Jiang, Qingqing Wu, Wen Chen, Kaitao Meng
Specifically, a weighted sum of predicted posterior Cram\'er-Rao bound (PCRB) for object relative position and velocity estimation is minimized by optimizing the UAV trajectory, where an efficient solution is obtained based on the successive convex approximation method.
no code implementations • 24 Dec 2023 • Lele Cong, Deshi Li, Kaitao Meng, Shuya Zhu
To represent roads and sub-segments according to HetNet signals, we propose a salient feature extraction method to eliminate redundant features and retain distinct features, thereby reducing feature-matching complexity and improving representation accuracy.
no code implementations • 1 Nov 2023 • Kaitao Meng, Qingqing Wu, Christos Masouros, Wen Chen, Deshi Li
Integrated sensing and communication (ISAC) has attracted growing interests for sixth-generation (6G) and beyond wireless networks.
no code implementations • 12 Oct 2023 • Wei Huang, Hao Zhang, Kaitao Meng, Fan Gao, Wenzhou Sun, Jianxu Shu, Tianhe Xu, Deshi Li
To tackle this issue, we propose an iterative ray tracing 3D underwater localization (IRTUL) method for stratification compensation.
no code implementations • 5 Sep 2023 • Liang Xu, Deshi Li, Kaitao Meng, Mingliu Liu, Shuya Zhu
Specifically, a highlight entropy model is devised with the consideration of the segments' popularity and continuity between segments within a period of time, based on which, an optimization problem of video highlight pre-caching is formulated.