Abstract
Integrated localization and communication (ILC) at millimeter wave (mmWave MMWAVEinit) frequencies will be a key enabler for providing accurate location information and high data rate communication in beyond fifth generation (B5G) networks. This paper proposes a transmission frame structure and a soft information (SI)-based localization algorithm for position-Assisted communications. In accordance with B5G specifications, we consider multiple-input multiple-output (MIMO)-orthogonal frequency division multiplexing (OFDM) networks. Theoretical limits are also derived to serve both as performance benchmark and as input for algorithm design. The proposed method enables cooperative ILC with improved localization accuracy and enhanced communication rate simultaneously. In particular, position-Assisted communication at mmWave MMWAVEinit frequencies is explored accounting for the statistical characteristics of the wireless environment. Localization accuracy and communication rate are quantified in 3rd Generation Partnership Project (3GPP) network scenarios. Results show that the SI-based localization algorithm achieves decimeter-level accuracy, approaching the theoretical limit. Moreover, the position-Assisted communication can provide higher communication rate with reduced overhead compared to existing techniques, especially in scenarios with high mobility.
Original language | English |
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Pages (from-to) | 3925-3941 |
Number of pages | 17 |
Journal | IEEE Journal on Selected Areas in Communications |
Volume | 41 |
Issue number | 12 |
DOIs | |
State | Published - 1 Dec 2023 |
Keywords
- Integrated localization and communication
- millimeter wave networks
- MIMO
- OFDM
- soft information