The Smart Stadium Testbed for Sports Analytics Systems Research, Development and Deployment

被引:0
|
作者
Shail Patel [1 ]
Pranav Raj [1 ]
Andrew Gao [1 ]
Ryan Rodriguez [1 ]
GinWook Lee [1 ]
Archie Goli [1 ]
Jack Sherling [1 ]
Ayman Ismail [1 ]
Ananya Garg [1 ]
Jungmin Um [1 ]
Rylan Klein [1 ]
Saahil Sharma [1 ]
Aakash Gupta [1 ]
Alex Marquez [1 ]
Daniel Lowenthal [1 ]
Diya Bhatia [1 ]
Brianna Rudolph [1 ]
Grace Zhang [1 ]
Henry Lin [1 ]
Jonathan Thong [1 ]
Kathryn Metheny [1 ]
Li-Chen Chang [1 ]
Mit Patel [1 ]
Nick Eliacin [1 ]
Niranjan Deepak [1 ]
Nyshad Williams [1 ]
Rahul Rajesh [1 ]
Rugved Rajendra [1 ]
Rushil Sudunagunta [1 ]
Sacchit Mittal [1 ]
Sahil Punwani [1 ]
Srikar Narayan [1 ]
Supratim Kundu [1 ]
Tiffany Jensen [1 ]
Yousef Ibrahim [1 ]
Gregory Lanier [2 ]
Pedro Pinto [3 ]
Deepa Phanish [1 ]
Joel Sokol [1 ]
Edward J. Coyle [1 ]
机构
[1] Georgia Tech,
[2] VIP Program,undefined
[3] Texas Instruments,undefined
[4] Amazon,undefined
关键词
Sports analytics; Machine learning; Conflation; Sensor networks; Infotainment; Mobile apps; Testbed;
D O I
10.1007/s42979-024-03633-3
中图分类号
学科分类号
摘要
The goal of the Smart Stadium Vertically Integrated Project team is to develop and deploy a system that enhances spectators’ engagement with and thus enjoyment of sporting events. The system integrates information from the game, the venue, fans, and other sources to provide in-depth understanding of the game and to enable fans to interact with each other and with extensive, near real-time, information about the game. The design of the system is based on our research and development efforts in the areas of machine learning, sensor networks, and mobile applications. Results of this effort have been integrated in a testbed in the football stadium at Georgia Tech to determine their effectiveness, identify new opportunities, and explore the possibility of commercialization. Outcomes to date include: (1) identification of plays using video clips, a “grammar” constraining play sequences, and narrations of the game; (2) A sensor network that monitors structural vibrations of a stadium to determine the level of fans’ excitement; (3) Mobile apps to enable fans to review annotated plays that have happened so far, “e-meet” and chat with each other about the game, and play sports-related games during breaks in the game. Preliminary results on extensions of these three efforts are also discussed.
引用
收藏
相关论文
共 50 条
  • [41] Smart Meter Data Analytics: Systems, Algorithms, and Benchmarking
    Liu, Xiufeng
    Golab, Lukasz
    Golab, Wojciech
    Ilyas, Ihab F.
    Jin, Shichao
    ACM TRANSACTIONS ON DATABASE SYSTEMS, 2017, 42 (01):
  • [42] GeneSIS: Continuous Orchestration and Deployment of Smart IoT Systems
    Ferry, Nicolas
    Nguyen, Phu H.
    Song, Hui
    Novac, Pierre-Emmanuel
    Lavirotte, Stephane
    Tigli, Jean-Yves
    Solberg, Arnor
    2019 IEEE 43RD ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1, 2019, : 870 - 875
  • [43] PREDICTIVE ANALYTICS IN INFORMATION SYSTEMS RESEARCH
    Shmueli, Galit
    Koppius, Otto R.
    MIS QUARTERLY, 2011, 35 (03) : 553 - 572
  • [44] Predictive analytics in information systems research
    Shmueli G.
    Koppius O.R.
    MIS Quarterly: Management Information Systems, 2011, 35 (03): : 553 - 572
  • [45] Professional Development Analytics: A Smart Model for Industry 5.0
    Tusquellas, Natalia
    Santiago, Raul
    Palau, Ramon
    APPLIED SCIENCES-BASEL, 2025, 15 (04):
  • [46] Development & Deployment of a Real-time Healthcare Predictive Analytics Platform
    Boussina, Aaron
    Shashikumar, Supreeth
    Amrollahi, Fatemeh
    Pour, Hayden
    Hogarth, Michael
    Nemati, Shamim
    2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC, 2023,
  • [47] GLOBAL DEPLOYMENT OF RESEARCH AND DEVELOPMENT RESOURCES
    SHEDDEN, WIH
    CHEMISTRY & INDUSTRY, 1973, (11) : 509 - 510
  • [48] Smart Grid Testbed for Wide-Area Monitoring and Control Systems
    St Leger, Aaron
    Spruce, Jeremy
    Banwell, Thomas
    Collins, Michael
    2016 IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION (T&D), 2016,
  • [49] Research on the Construction of Function Model of Smart Sports Venues
    Zhang, Baochen
    2021 2ND INTERNATIONAL CONFERENCE ON INTELLIGENT DESIGN (ICID 2021), 2021, : 399 - 402
  • [50] Universal Filtered Multicarrier Systems: Testbed Deployment of a 5G Waveform Candidate
    Gokceli, Selahattin
    Canli, Buse
    Kurt, Karabulut
    2016 IEEE 37TH SARNOFF SYMPOSIUM, 2016, : 94 - 99