RADAR BIG DATA REDUCTION USING HARDWARE AND SOFTWARE SOLUTIONS

被引:0
|
作者
Nahar, Sabikun [1 ]
Ren, Lingyun [1 ]
Fathy, Aly E. [1 ]
Nghia Tran [2 ]
Kilic, Ozlem [2 ]
机构
[1] Univ Tennessee, Elect Engn & Comp Sci Dept, Knoxville, TN 37996 USA
[2] Catholic Univ Amer, Elect Engn & Comp Sci Dept, Washington, DC 20064 USA
关键词
SFCW; compressive sensing; fall detection;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Radars typically handle big data, and ways need to be developed to speed the data acquisition and processing. Here, we present methods to speed up step frequency continuous wave radar (SFCW) performance upon using multi-channels, compressive sensing algorithms, in addition to efficient OMP algorithms, and accelerated platforms for signal reconstruction based on FPGAs and GPUs.
引用
收藏
页数:2
相关论文
共 50 条
  • [31] SMART SCANNING - BIG IMPROVEMENTS IN PAGE RECOGNITION HARDWARE AND SOFTWARE
    CISLER, S
    ONLINE, 1989, 13 (01): : 105 - 107
  • [32] Software fault prediction using data reduction approaches
    Yohannese, Chubato Wondaferaw
    Li, Tianrui
    Bashir, Kamal
    Simfukwe, Macmillan
    Hussein, Ahmed Saad
    DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT, 2018, 11 : 1364 - 1372
  • [33] Software measurement data reduction using ensemble techniques
    Wang, Huanjing
    Khoshgoftaar, Taghi M.
    Napolitano, Amri
    NEUROCOMPUTING, 2012, 92 : 124 - 132
  • [34] Software readiness for data analytics and Big Data
    Cox, Travis
    Control Engineering, 2020, 67 (03) : 20 - 21
  • [35] RETHINK big: European Roadmap for Hardware and Networking Optimizations for Big Data
    Alioto, Gina
    Carpenter, Paul
    Cristal, Adrian
    Unsal, Osman
    Leich, Marcus
    Avare, Christophe
    PROCEEDINGS OF THE 2017 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2017, : 121 - 126
  • [36] Sampling Rate Reduction in Software Noise Radar
    Lukin, Konstantin A.
    Shiyan, Julia A.
    2008 PROCEEDINGS INTERNATIONAL RADAR SYMPOSIUM, 2008, : 222 - 225
  • [37] Big data analysis for an electric vehicle charging infrastructure using open data and software
    Lee, Junghoon
    Park, Gyung-Leen
    Han, Yeonju
    Yoo, Seunghee
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS (E-ENERGY'17), 2017, : 252 - 253
  • [38] Incremental attribute reduction algorithm for big data using MapReduce
    Lv, Ping
    Qian, Jin
    Yue, Xiaodong
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2016, 16 (03) : 641 - 652
  • [39] Electronics for everybody using Arduino: Positive experience in the implementation of hardware-software solutions
    Vidal-Silva C.
    Lineros M.I.
    Uribe G.E.
    Olmos C.J.
    Informacion Tecnologica, 2019, 30 (06): : 377 - 386
  • [40] Hierarchical attribute reduction algorithms for big data using MapReduce
    Qian, Jin
    Lv, Ping
    Yue, Xiaodong
    Liu, Caihui
    Jing, Zhengjun
    KNOWLEDGE-BASED SYSTEMS, 2015, 73 : 18 - 31