4.7 Article

Joint Symbol Level Precoding and Combining for MIMO-OFDM Transceiver Architectures Based on One-Bit DACs and ADCs

Journal

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
Volume 20, Issue 7, Pages 4601-4613

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TWC.2021.3060627

Keywords

Symbol level precoding; one-bit DACs; one-bit ADCs; large-scale antenna array; MIMO; OFDM; non-linear precoding

Funding

  1. FNR, Luxembourg

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A precoding scheme for OFDM transmission in MIMO systems using one-bit DACs and ADCs was developed to reduce power consumption. The design problem was formulated and solved using CCD algorithm, with a separate design for the analog post-coding matrix using ADMM algorithm. Numerical results showed successful mitigation of quantization effects, achieving performance similar to systems with full resolution DACs/ADCs.
Herein, a precoding scheme is developed for orthogonal frequency division multiplexing (OFDM) transmission in multiple-input multiple-output (MIMO) systems that use one-bit digital-to-analog converters (DACs) and analog-to-digital converters (ADCs) at the transmitter and receiver, respectively, as a means to reduce the power consumption. Two different one-bit architectures are presented. In the first, a single user MIMO system is considered where the DACs and ADCs of the transmitter and the receiver are assumed to be one-bit and in the second, a network of analog phase shifters is added at the receiver as an additional analog-only processing step with the view to mitigate some of the effects of coarse quantization. The precoding design problem is formulated and then split into two NP-hard optimization problems, which are solved by an algorithmic solution based on the Cyclic Coordinate Descent (CCD) framework. The design of the analog post-coding matrix for the second architecture is decoupled from the precoding design and is solved by an algorithm based on the alternating direction method of multipliers (ADMM). Numerical results show that the proposed precoding scheme successfully mitigates the effects of coarse quantization and the proposed systems achieve a performance close to that of systems equipped with full resolution DACs/ADCs.

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