Movement-Robust mmWave VR via Dual-Beam Reception and Predictive Beam Transition

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Rizqi Hersyandika;Haoqiu Xiong;Yang Miao;Qing Wang;Sofie Pollin
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引用次数: 0

Abstract

The abundant bandwidth in the mmWave band supports high data rates and low latency communication, making it ideal for delivering realistic and seamless virtual reality experiences. However, a key challenge lies in adapting the mmWave beams to the highly dynamic user movements, which often cause beam misalignment, resulting in signal degradation and potential outages. Additionally, maintaining uninterrupted signal reception during beam re-alignment due to head rotation requires low-overhead and timely beam transitions to prevent signal drops caused by delayed switching. This paper addresses these challenges with a joint solution at both the access point (AP) and head-mounted display (HMD) ends. Specifically, the proposed solution integrates coordinated multi-point networks with dual-beam reception at the HMD to enhance diversity, improve channel gain, and mitigate outages caused by user movement. Evaluation using real HMD movement datasets demonstrates that dual-beam reception within a coordinated multi-AP setup achieves up to a 22.8% improvement in reliability by reducing outage rates compared to single-beam reception. Experimental validation further highlights the effectiveness of combining widely distributed APs with a locally distributed subarray configuration on the HMD, improving angular coverage during head rotations. Furthermore, our predictive beam transition approach anticipates the future beam during user movements, preventing received signal degradation from delayed transitions while reducing overhead by 43.8% compared to exhaustive periodic beam searches.
运动稳健毫米波VR通过双波束接收和预测波束过渡
毫米波频段丰富的带宽支持高数据速率和低延迟通信,使其成为提供逼真无缝虚拟现实体验的理想选择。然而,关键的挑战在于使毫米波波束适应高度动态的用户运动,这通常会导致波束错位,从而导致信号退化和潜在的中断。此外,由于头部旋转,在波束重新对准期间保持不间断的信号接收需要低开销和及时的波束转换,以防止延迟切换引起的信号下降。本文通过在接入点(AP)和头戴式显示器(HMD)两端的联合解决方案来解决这些挑战。具体来说,提出的解决方案将协调多点网络与HMD的双波束接收集成在一起,以增强分集,提高信道增益,并减轻用户移动造成的中断。使用真实HMD运动数据集进行的评估表明,与单波束接收相比,在协调的多ap设置中,通过减少中断率,双波束接收的可靠性提高了22.8%。实验验证进一步强调了将广泛分布的ap与HMD上局部分布的子阵列配置相结合的有效性,提高了头部旋转时的角度覆盖。此外,我们的预测波束转换方法在用户移动期间预测未来的波束,防止接收信号因延迟转换而退化,同时与详尽的周期性波束搜索相比,减少了43.8%的开销。
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来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
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