Search Results for author: Xiao Meng

Found 4 papers, 1 papers with code

A Local Machine Learning Approach for Fingerprint-based Indoor Localization

1 code implementation21 Feb 2023 Nora Agah, Brian Evans, Xiao Meng, Haiqing Xu

The primary contribution of this paper is to introduce a novel local ML solution for indoor localization problems.

Indoor Localization

On the Performance Gain of Integrated Sensing and Communications: A Subspace Correlation Perspective

no code implementations1 Nov 2022 Shihang Lu, Xiao Meng, Zhen Du, Yifeng Xiong, Fan Liu

In this paper, we shed light on the performance gain of integrated sensing and communications (ISAC) from the perspective of channel correlations between radar sensing and communication (S&C), namely ISAC subspace correlation.

RIS-assisted Integrated Sensing and Communications: A Subspace Rotation Approach

no code implementations23 Oct 2022 Xiao Meng, Fan Liu, Shihang Lu, Sundeep Prabhakar Chepuri, Christos Masouros

We first show that the sensing and communication (S&C) performance can be jointly improved due to the capability of the RISs to control the ISAC channel.

Vehicular Connectivity on Complex Trajectories: Roadway-Geometry Aware ISAC Beam-tracking

no code implementations24 May 2022 Xiao Meng, Fan Liu, Christos Masouros, Weijie Yuan, Qixun Zhang, Zhiyong Feng

In this paper, we propose sensing-assisted beamforming designs for vehicles on arbitrarily shaped roads by relying on integrated sensing and communication (ISAC) signalling. Specifically, we aim to address the limitations of conventional ISAC beam-tracking schemes that do not apply to complex road geometries.

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