Framework for a Perceptive Mobile Network using Joint Communication and Radar Sensing

January 16, 2019 Β· Declared Dead Β· πŸ› IEEE Transactions on Aerospace and Electronic Systems

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Authors Md. Lushanur Rahman, J. Andrew Zhang, Xiaojing Huang, Y. Jay Guo, Robert W. Heath arXiv ID 1901.05558 Category cs.NI: Networking & Internet Citations 263 Venue IEEE Transactions on Aerospace and Electronic Systems Last Checked 3 months ago
Abstract
In this paper, we develop a framework for a novel perceptive mobile/cellular network that integrates radar sensing function into the mobile communication network. We propose a unified system platform that enables downlink and uplink sensing, sharing the same transmitted signals with communications. We aim to tackle the fundamental sensing parameter estimation problem in perceptive mobile networks, by addressing two key challenges associated with sophisticated mobile signals and rich multipath in mobile networks. To extract sensing parameters from orthogonal frequency division multiple access (OFDMA) and spatial division multiple access (SDMA) communication signals, we propose two approaches to formulate it to problems that can be solved by compressive sensing techniques. Most sensing algorithms have limits on the number of multipath signals for their inputs. To reduce the multipath signals, as well as removing unwanted clutter signals, we propose a background subtraction method based on simple recursive computation, and provide a closed-form expression for performance characterization. The effectiveness of these methods is validated in simulations.
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