I-SCOUT: Integrated Sensing and Communications to Uncover Moving Targets in NextG Networks

TL;DR

I-SCOUT is a novel integrated sensing and communication system in NextG networks that uses 5G PRS signals to accurately detect and track moving targets, balancing sensing and communication performance.

Contribution

This paper introduces I-SCOUT, a new ISAC solution that repurposes 5G PRS signals for environment sensing and target tracking, demonstrating its effectiveness in complex scenarios.

Findings

Effective range and velocity estimation of targets.

Ability to distinguish multiple targets within a group.

Tradeoff analysis between sensing accuracy and communication efficiency.

Abstract

Integrated Sensing and Communication (ISAC) represents a transformative approach within 5G and beyond, aiming to merge wireless communication and sensing functionalities into a unified network infrastructure. This integration offers enhanced spectrum efficiency, real-time situational awareness, cost and energy reductions, and improved operational performance. ISAC provides simultaneous communication and sensing capabilities, enhancing the ability to detect, track, and respond to spectrum dynamics and potential threats in complex environments. In this paper, we introduce I-SCOUT, an innovative ISAC solution designed to uncover moving targets in NextG networks. We specifically repurpose the Positioning Reference Signal (PRS) of the 5G waveform, exploiting its distinctive autocorrelation characteristics for environment sensing. The reflected signals from moving targets are processed to estimate both the range and velocity of these targets using the cross ambiguity function (CAF). We conduct an in-depth analysis of the tradeoff between sensing and communication functionalities, focusing on the allocation of PRSs for ISAC purposes. Our study reveals that the number of PRSs dedicated to ISAC has a significant impact on the system's performance, necessitating a careful balance to optimize both sensing accuracy and communication efficiency. Our results demonstrate that I-SCOUT effectively leverages ISAC to accurately determine the range and velocity of moving targets. Moreover, I-SCOUT is capable of distinguishing between multiple targets within a group, showcasing its potential for complex scenarios. These findings underscore the viability of ISAC in enhancing the capabilities of NextG networks, for both commercial and tactical applications where precision and reliability are critical.