Search Results for author: Kaitao Meng

Found 16 papers, 0 papers with code

Over-the-Air Time-Frequency Synchronization in Distributed ISAC Systems

no code implementations11 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.

Super-Resolution

Signaling Design for Noncoherent Distributed Integrated Sensing and Communication Systems

no code implementations30 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).

Federated Learning Strategies for Coordinated Beamforming in Multicell ISAC

no code implementations28 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.

Vertical Federated Learning

Multi-UAV Collaborative Trajectory Planning for Seamless Data Collection and Transmission

no code implementations17 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.

Scheduling Trajectory Planning

Multi-scale Vehicle Localization In Heterogeneous Mobile Communication Networks

no code implementations1 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.

Position

CRC-Assisted Channel Codes for Integrated Passive Sensing and Communications

no code implementations8 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.

regression

On the Fundamental Trade-Offs of Time-Frequency Resource Distribution in OFDMA ISAC

no code implementations17 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.

Optimal Reference Nodes Deployment for Positioning Seafloor Anchor Nodes

no code implementations24 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.

Cooperative ISAC Networks: Opportunities and Challenges

no code implementations10 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.

Shifting the ISAC Trade-Off with Fluid Antenna Systems

no code implementations9 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.

Diversity

Rechargeable UAV Trajectory Optimization for Real-Time Persistent Data Collection of Large-Scale Sensor Networks

no code implementations24 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.

UAV-enabled Integrated Sensing and Communication: Tracking Design and Optimization

no code implementations8 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.

Object Position

Road-Aware Localization With Salient Feature Matching in Heterogeneous Networks

no code implementations24 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.

Intelligent Surface Empowered Integrated Sensing and Communication: From Coexistence to Reciprocity

no code implementations1 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.

Fast Ray-Tracing-Based Precise Underwater Acoustic Localization without Prior Acknowledgment of Target Depth

no code implementations12 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.

Duration-adaptive Video Highlight Pre-caching for Vehicular Communication Network

no code implementations5 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.

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