PhaseMO: A Universal Massive MIMO Architecture for Sustainable NextG
Adel Heidari, Agrim Gupta, Ish Kumar Jain, Dinesh Bharadia
摘要
The rapid proliferation of devices and increasing data traffic in cellular networks necessitate advanced solutions to meet these escalating demands. Massive MIMO (Multiple Input Multiple Output) technology offers a promising approach, significantly enhancing throughput, coverage, and spatial multiplexing. Despite its advantages, Massive MIMO systems often lack flexible software controls over hardware, limiting their ability to optimize operational expenditure (OpEx) by reducing power consumption while maintaining performance. Current software-controlled methods, such as antenna muting combined with digital beamforming and hybrid beamforming, have notable limitations. Antenna muting struggles to maintain throughput and coverage, while hybrid beamforming faces hardware constraints that restrict scalability and future-proofing. This work presents PhaseMO, a versatile approach that adapts to varying network loads. PhaseMO effectively reduces power consumption in low-load scenarios without sacrificing coverage and overcomes the hardware limitations of hybrid beamforming, offering a scalable and future-proof solution. We will show that PhaseMO can achieve up to 30% improvement in energy efficiency while avoiding about 10% coverage reduction and a 5dB increase in UE transmit power.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper1
问问它们各自怎么用它它引用的顶会 Paper2
- Turbo-HB: A Novel Design and Implementation to Achieve Ultra-Fast Hybrid BeamformingYongce Chen, Yan Huang, Chengzhang Li, Y. Thomas Hou 等INFOCOM 2020 · 被引用 17 次
- GreenMO: Enabling Virtualized, Sustainable Massive MIMO with a Single RF ChainAgrim Gupta, Sajjad Nassirpour, Manideep Dunna, Eamon Patamasing 等MobiCom 2023 · 被引用 6 次
相关 Paper
- Scalable Distributed Massive MIMO Baseband ProcessingJunzhi Gong, Anuj Kalia, Minlan YuNSDI 2023 · 被引用 26 次
- VMscatter: A Versatile MIMO BackscatterXin Liu, Zicheng Chi, Wei Wang, Yao Yao 等NSDI 2020 · 被引用 75 次
- Dense Distributed Massive MIMO: Precoding and Power ControlAliye Özge Kaya, Harish ViswanathanINFOCOM 2020 · 被引用 8 次
- ScatterMIMO: enabling virtual MIMO with smart surfacesManideep Dunna, Chi Zhang, Daniel F. Sievenpiper, Dinesh BharadiaMobiCom 2020 · 被引用 131 次
- Physics-inspired heuristics for soft MIMO detection in 5G new radio and beyondMinsung Kim, Salvatore Mandrà, Davide Venturelli, Kyle JamiesonMobiCom 2021 · 被引用 27 次
