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OpenCarrier: Breaking the User Limit for Uplink MU-MIMO Transmissions With Coordinated APs

Published: 13 January 2022 Publication History

Abstract

The global IoT market is experiencing a fast growth with a massive number of IoT/wearable devices deployed around us and even on our bodies. This trend incorporates more users to upload data frequently and timely to the APs. Previous work mainly focus on improving the up-link throughput. However, incorporating more users to transmit concurrently is actually more important than improving the throughout for each individual user, as the IoT devices may not require very high transmission rates but the number of devices is usually large. In the current state-of-the-arts (up-link MU-MIMO), the number of transmissions is either confined to no more than the number of antennas (node-degree-of-freedom, node-DoF) at an AP or clock synchronized with cables between APs to support more concurrent transmissions. However, synchronized APs still incur a very high collaboration overhead, prohibiting its real-life adoption. We thus propose novel schemes to remove the cable-synchronization constraint while still being able to support more concurrent users than the node-DoF limit, and at the same time minimize the collaboration overhead.
In this paper, we design, implement, and experimentally evaluate OpenCarrier, the first distributed system to break the user limitation for up-link MU-MIMO networks with coordinated APs. Our experiments demonstrate that OpenCarrier is able to support up to five up-link high-throughput transmissions for MU-MIMO network with 2-antenna APs.

References

[1]
H. V. Balan, R. Rogalin, A. Michaloliakos, K. Psounis, and G. Caire. 2012. Achieving high data rates in a distributed MIMO system. In MobiCom’12.
[2]
Tarun Bansal, Bo Chen, Prasun Sinha, and Kannan Srinivasan. 2013. Symphony: Cooperative packet recovery over the wired backbone in enterprise WLANs. In MobiCom’13.
[3]
Tarun Bansal, Wenjie Zhou, Kannan Srinivasan, and Prasun Sinha. 2014. Robinhood: Sharing the happiness in a wireless jungle. In HotMobile’14.
[4]
Adriana B. Flores, Sadia Quadri, and Edward W. Knightly. 2016. A scalable multi-user uplink for Wi-Fi. In NSDI’16.
[5]
S. Gollakota, S. D. Perli, and D. Katabi. 2009. Interference alignment and cancelation. In Proc. Of ACM SIGCOMM.
[6]
IEEE P802.11 TASK GROUP AX. 2018, Accessed on 2018-08-01. IEEE P802.11 wireless LANs: Specification framework for TGax. http://www.ieee802.org/11/Reports/tgax_update.htm.
[7]
IEEE Standard. 2007. Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications.
[8]
Statista Inc.2018, Accessed on 2018-08-01. Internet of Things (IoT) connected devices installed base worldwide from 2015 to 2025. https://www.statista.com/statistics/471264/iot-number-of-connected-devices-worldwide.
[9]
Xiaoyu Ji, Jiliang Wang, Mingyan Liu, Yubo Yan, Panlong Yang, and Yunhao Liu. [n.d.]. Hitchhike: Riding control on preambles. In INFOCOM’14.
[10]
Swarun Kumar, Diego Cifuentes, Shyamnath Gollakota, and Dina Katabi. 2013. Bringing cross-layer MIMO to today’s wireless LANs. In SIGCOMM’13.
[11]
Tianji Li, Mi Kyung Han, Apurv Bhartia, Lili Qiu, Eric Rozner, Yin Zhang, and Brad Zarikoff. 2011. CRMA: Collision-resistant multiple access. In MobiCom’11. ACM, 61–72.
[12]
Kate Lin, Shyam Gollakota, and Dina Katabi. 2011. Random access heterogeneous MIMO networks. In SIGCOMM’11.
[13]
Mahanth Gowda, Souvik Sen, Romit Roy Choudhury, and Sung-Ju Lee. 2013. Cooperative packet recovery in enterprise WLANs. In INFOCOM’13.
[14]
C. D. Meyer. 2001. Matrix analysis and applied linear algebra. In Siam.
[15]
Allen Miu, Hari Balakrishnan, and Can Emre Koksal. 2005. Improving loss resilience with multi-radio diversity in wireless networks. In MobiCom’05.
[16]
Rohan Murty, Jitendra Padhye, Ranveer Chandra, Alec Wolman, and Brian Zill. 2008. Designing high performance enterprise Wi-Fi networks. In NSDI’08.
[17]
Hariharan Rahul, Haitham Hassanieh, and Dina Katabi. 2010. Sourcesync: A distributed wireless architecture for exploiting sender diversity. In SIGCOMM’10.
[18]
Hariharan Shankar Rahul, Swarun Kumar, and Dina Katabi. 2012. JMB: Scaling wireless capacity with user demands. In SIGCOMM’12 (Helsinki, Finland). 235–246.
[19]
Wei-Liang Shen, Yu-Chih Tung, Kuang-Che Lee, Kate Ching-Ju Lin, Shyamnath Gollakota, Dina Katabi, and Ming-Syan Chen. 2012. Rate adaptation for 802.11 multiuser MIMO networks. In ACM Mobicom 2012.
[20]
C. Shepard, H. Yu, N. Anand, L. E. Li, T. Marzetta, Y. R. Yang, and Lin Zhong. 2012. Argos: Practical base stations with many antennas. In MobiCom’12.
[21]
Karthikeyan Sundaresan, Mustafa Y. Arslan, Shailendra Singh, Sampath Rangarajan, and Srikanth V. Krishnamurthy. 2013. Fluidnet: A flexible cloud-based radio access network for small cells. In MobiCom’13.
[22]
Lalith Suresh, Julius Schulz-Zander, Ruben Merz, Anja Feldmann, and Teresa Vazao. 2012. Towards programmable enterprise WLANS with Odin. In HotSDN’12.
[23]
Kun Tan, He Liu, Jiansong Zhang, Yongguang Zhang, Ji Fang, and Geoffrey M. Voelker. 2011. Sora: High-performance software radio using general-purpose multi-core processors. Commun. ACM 54, 1 (2011), 99–107.
[24]
Bansal Tarun, Chen Bo, Sinha Prasun, and Srinivasan Kannan. 2013. Mozart: Orchestrating collisions in wireless networks. In INFOCOM’13.
[25]
Wei Teng and Zhang Xinyu. 2016. Random access signaling for network MIMO uplink. In INFOCOM’16.
[26]
Zhou Wenjie, Bansal Tarun, Sinha Prasun, and Srinivasan Kannan. 2014. BBN: Throughput scaling in dense enterprise WLANs with bind beamforming and nulling. In MobiCom’14.
[27]
Wenfei Wu, Li Erran Li, Aurojit Panda, and Scott Shenker. 2014. PRAN: Programmable radio access networks. In HotNets’14.
[28]
Xiufeng Xie, Xinyu Zhang, and Karthikeyan Sundaresan. 2013. Adaptive feedback compression for MIMO networks. In Proc. ACM MobiCom (2013).
[29]
Qing Yang, Xiaoxiao Li, Hongyi Yao, Ji Fang, Kun Tan, Wenjun Hu, Jiansong Zhang, and Yongguang Zhang. 2013. Bigstation: Enabling scalable real-time signal processing in large MU-MIMO systems. In SIGCOMM’13.
[30]
Sangki Yun, Daehyeok Kim, and Lili Qiu. 2013. Fine-grained spectrum adaptation in WiFi networks. In Mobicom. ACM.
[31]
Huacheng Zeng, Hongxiang Li, and Qiben Yan. [n.d.]. Uplink MU-MIMO in asynchronous wireless LANs. In Mobihoc’18. 21–30.
[32]
Xinyu Zhang, K. G. Shin, and Karthikeyan Sundaresan. 2013. NEMOx: Scalable network MIMO for wireless networks. In Proc. ACM MobiHoc (2013).
[33]
Anfu Zhou, Teng Wei, Xinyu Zhang, Min Liu, and Zhongcheng Li. [n.d.]. Signpost: Scalable MU-MIMO signaling with zero CSI feedback. In MobiHoc’15. 327–336.

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    Published In

    cover image ACM Transactions on Sensor Networks
    ACM Transactions on Sensor Networks  Volume 18, Issue 2
    May 2022
    370 pages
    ISSN:1550-4859
    EISSN:1550-4867
    DOI:10.1145/3494076
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    Association for Computing Machinery

    New York, NY, United States

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    Publication History

    Published: 13 January 2022
    Accepted: 01 September 2021
    Received: 01 October 2019
    Published in TOSN Volume 18, Issue 2

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    Author Tags

    1. MIMO
    2. OFDM
    3. enterprise WLAN

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    • Research-article
    • Refereed

    Funding Sources

    • National Key R&D Program of China
    • China National Funds for Distinguished Young Scientists
    • NSFC
    • Anhui Provincial Natural Science Foundation
    • University Synergy Innovation Program of Anhui Province
    • USTC Research Funds of the Double First-Class Initiative
    • Key Research Program of Frontier Sciences
    • Key Research and Development plan of Anhui Province

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