2020 journal article

Double-Sequence Frequency Synchronization for Wideband Millimeter-Wave Systems with Few-Bit ADCs

IEEE Transactions on Wireless Communications, 19(2), 1357–1372.

By: D. Zhu *, R. Bendlin*, S. Akoum*, A. Ghosh * & R. Heath* 

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: D. Zhu *, R. Bendlin*, S. Akoum*, A. Ghosh * & R. Heath* 

author keywords: Synchronization; Frequency synchronization; Estimation; OFDM; Quantization (signal); Distortion; 3GPP; Low-resolution analog-to-digital converter (ADC); millimeter-wave (mmWave); frequency synchronization; 5G; sequence design
Source: ORCID
Added: September 11, 2020

In this paper, we propose and evaluate a novel double-sequence low-resolution frequency synchronization method in millimeter-wave (mmWave) systems. In our system model, the base station uses analog beams to send the synchronization signal with infinite-resolution digital-to-analog converters. The user equipment employs a fully digital front end to detect the synchronization signal with low-resolution analog-to-digital converters (ADCs). The key ingredient of the proposed method is the custom designed synchronization sequence pairs, from which there exists an invertible function (a ratio metric) of the carrier frequency offset (CFO) to be estimated. We use numerical examples to show that the ratio metric is robust to the quantization distortion. To implement our proposed method in practice, we propose to optimize the double-sequence design parameters such that: (i) for each individual user, the impact of the quantization distortion on the CFO estimation accuracy is minimized, and (ii) the resulting frequency range of estimation can capture as many users' CFOs as possible. Numerical results reveal that our proposed algorithm can provide a flexible means to estimate CFO in a variety of low-resolution settings.