Subspace Aware Compressive Sensing Aided Detection for MIMO OFDM based ISAC MIMO OFDM Tabanli ISAC i in Alt Uzay Farkinda Siki stirmali Algilama Destekli Tespit

Date

2025-01-01

Author

Kirdar, Baran
Güvensen, Gökhan Muzaffer

Metadata

Show full item record

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Item Usage Stats

308
views

0
downloads

Cite This

In wireless communication systems, the temporal and spatial variations of the channel can significantly affect signal detection accuracy. Angular spread and Doppler effects further complicate the channel estimation process, highlighting the need for advanced signal processing techniques. In this study, we propose an Angular and Doppler Spread Aware Orthogonal Matching Pursuit (OMP) algorithm for Integrated Sensing and Communication (ISAC) systems. The proposed method estimates channel coefficients using basis decomposition in the angular domain while incorporating Doppler-induced phase shifts into the model. Designed to optimize both sensing and communication performance in ISAC systems, the proposed approach enhances the reliability of channel estimation, facilitating a more efficient interaction between communication and sensing tasks.

Subject Keywords

angular spread, ISAC, OMP

URI

https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=105015421976&origin=inward
https://hdl.handle.net/11511/115841

Collections

Department of Electrical and Electronics Engineering, Conference / Seminar