OFDM-Based Waveforms for Joint Sensing and Communications Robust to Frequency Selective IQ Imbalance

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2024-09-18 DOI:10.1109/TVT.2024.3463802
Oliver Lang;Christian Hofbauer;Moritz Tockner;Reinhard Feger;Thomas Wagner;Mario Huemer
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Abstract

Orthogonal frequency-division multiplexing (OFDM) is a promising waveform candidate for future joint sensing and communication systems. It is well known that the OFDM waveform is vulnerable to in-phase and quadrature-phase (IQ) imbalance, which increases the noise floor in a range-Doppler map (RDM). A state-of-the-art method for robustifying the OFDM waveform against IQ imbalance avoids an increased noise floor, but it generates additional ghost objects in the RDM (Bourdoux et al., 2018). A consequence of these additional ghost objects is a reduction of the maximum unambiguous range. In this work, a novel OFDM-based waveform robust to IQ imbalance is proposed, which neither increases the noise floor nor reduces the maximum unambiguous range. The latter is achieved by shifting the ghost objects in the RDM to different velocities such that their range variations observed over several consecutive RDMs do not correspond to the observed velocity. This allows tracking algorithms to identify them as ghost objects and eliminate them for the follow-up processing steps. Moreover, we propose complete communication systems for both, the proposed waveform as well as for the state-of-the-art waveform, including methods for channel estimation, synchronization, and data estimation that are specifically designed to deal with frequency selective IQ imbalance. The effectiveness of these communication systems is demonstrated through bit error ratio (BER) simulations.
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基于 OFDM 的联合传感与通信波形可抵御频率选择性 IQ 不平衡
正交频分复用(OFDM)是未来联合传感和通信系统中很有前途的波形候选者。众所周知,OFDM波形容易受到同相和正交相(IQ)不平衡的影响,这增加了距离-多普勒图(RDM)的本底噪声。一种针对IQ不平衡对OFDM波形进行鲁棒化的最先进方法避免了噪声底的增加,但它会在RDM中产生额外的幽灵对象(Bourdoux等人,2018)。这些额外的幽灵物体的一个后果是减少了最大的明确范围。在这项工作中,提出了一种新的基于ofdm的抗IQ不平衡波形,既不增加本底噪声,也不减小最大无二值范围。后者是通过将RDM中的幽灵物体移动到不同的速度来实现的,这样在几个连续的RDM中观察到的范围变化与观察到的速度不对应。这允许跟踪算法将它们识别为幽灵对象,并在后续处理步骤中消除它们。此外,我们提出了完整的通信系统,所提出的波形以及最先进的波形,包括信道估计,同步和数据估计的方法,专门设计用于处理频率选择性IQ不平衡。通过误码率(BER)仿真验证了这些通信系统的有效性。
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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