Advanced Closed-Loop Method with Limited Feedback for ISAC
Year: 2025
Type: preprint
Abstract: 6G wireless networks are poised to seamlessly integrate communication, computing, localization, and sensing functionalities, ensuring high reliability and trustworthiness. This paper introduces Smart Sensing Feedback (SSF), a limited-feedback framework designed to enhance sensing capabilities while maintaining communication performance. SSF adapts the concept of retransmission from communication to sensing. Specifically, we focus on downlink (DL) bistatic sensing, where the User Equipment (UE) performs measurements from reflected sensing signals and provides feedback to the network (NW). In sensing services, UE reporting can vary significantly due to dynamic factors such as target characteristics, environmental conditions, and UE status. Our results demonstrate that SSF significantly improves sensing quality while preserving communication efficiency. Additionally, it enhances key performance metrics such as probability of detection, latency, and power consumption. These improvements underscore SSF's ability to deliver robust, low-overhead feedback and adaptability to support a wide range of ISAC applications.
Source: arXiv (Cornell University)
Authors: Fesharaki, Ashkan Jafari, Mestrah, Yasser, Ma, Yi, Tafazolli, Rahim, Hemadeh, Ibrahim, Heggo, Mohammad, Shojaeifard, Arman, Hernando, Javier Lorca, Mourad, Alain
Subfield: Aerospace Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7102416832
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