Real-time decoding of automatic dependent surveillance - Broadcast signals by using software-defined radio and MATLAB®

被引:0
|
作者
Poveda, Hector [1 ]
Ferre, Guillaume [2 ]
Tajan, Romain [2 ]
机构
[1] Univ Tecnol Panama, Fac Ingn Elect, Panama City, Panama
[2] Bordeaux Inst Technol, ENSEIRB MATMECA, Talence, France
关键词
Automatic dependent surveillance-broadcast; software-defined radio; universal software radio peripheral; digital communications; signal processing;
D O I
10.1177/0020720919884242
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In telecommunications engineering degrees, simulations are used to understand better theoretical concepts. However, in courses related to digital communications or signal processing usually these simulations cannot be easily applied to real data or in real scenarios. This limitation does not allow the students to verify that the learned theoretical hypotheses are valid in practice. Nowadays, software defined radio platforms have been proposed to validate theoretical telecommunications concepts in real situations. Therefore, by combining a software defined radio and simulation tools, students can implement the learned notions over real data in real scenarios. This allows students to work under real applications in order to learn by experience and to see that the theoretical concepts are valid in the real world. This paper presents a project involving real-time decoding of automatic dependent surveillance-broadcast (ADS-B) signals, implemented by using a universal software radio peripheral software defined radio and MATLAB (R). The universal software radio peripheral allows to receive real automatic dependent surveillance-broadcast signals sent by the aircraft. Then, by using MATLAB (R) tools, the automatic dependent surveillance-broadcast baseband signals are decoded. The students are guided through a manual to demodulate the real automatic dependent surveillance-broadcast signals and display in a map the aircraft trajectories. The evaluation is based on a competition between the students, considering execution time of their algorithms, and a final report of the project. This project allows to obtain a game-oriented and novel approach for teaching digital communications and signal processing. The implementation of this project in telecommunications engineering courses motivate the students, allowing them to understand better difficult theoretical concepts, and improve their computer, teamwork, and collaboration skills. The originality of the approach is based on the usage of a prototyping platform, combined with simulation tools, for practical application of telecommunications engineering concepts using real signals.
引用
收藏
页码:900 / 918
页数:19
相关论文
共 50 条
  • [1] High-speed real-time heterodyne interferometry using software-defined radio
    Riobo, L. M.
    Veiras, F. E.
    Gonzalez, M. G.
    Garea, M. T.
    Sorichetti, P. A.
    [J]. APPLIED OPTICS, 2018, 57 (02) : 217 - 224
  • [2] Software-defined Networking for Real-time Ethernet
    Du, Jia Lei
    Herlich, Matthias
    [J]. ICINCO: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 2, 2016, : 584 - 589
  • [3] Modified receiver architecture in software-defined radio for real-time modulation classification
    Le, Quoc Nam
    Huynh, Tan Quoc
    Ta, Hien Quang
    Tan, Phuoc Vo
    Nguyen, Lap Luat
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2024, 2024 (01):
  • [4] Design and implementation of real-time wideband software-defined radio applications with GPGPUs
    Fisne, Alparslan
    Ozsoy, Adnan
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (21):
  • [5] Real-Time Portability in Software-Defined Systems
    Spencer, Matt
    Andreozzi, Matteo
    [J]. 2023 CYBER-PHYSICAL SYSTEMS AND INTERNET-OF-THINGS WEEK, CPS-IOT WEEK WORKSHOPS, 2023, : 177 - 178
  • [6] A Method to Guarantee Real-time for Software-Defined Radio in User-space
    Cheng, Xing
    Zhao, Ming
    [J]. 2016 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI 2016), 2016, : 300 - 304
  • [7] Handling Real-Time Video Traffic in Software-Defined Radio Access Networks
    Ngoc-Dung Dao
    Zhang, Hang
    Farmanbar, Hamid
    Li, Xu
    Callard, Aaron
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP (ICCW), 2015, : 191 - 196
  • [8] A real-time GPP software-defined radio testbed for the physical layer of wireless standards
    Schiphorst, R
    Hoeksema, FW
    Slump, CH
    [J]. EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2005, 2005 (16) : 2664 - 2672
  • [9] A Real-Time GPP Software-Defined Radio Testbed for the Physical Layer of Wireless Standards
    R. Schiphorst
    F. W. Hoeksema
    C. H. Slump
    [J]. EURASIP Journal on Advances in Signal Processing, 2005
  • [10] A Real-Time Ultra-broadband Software-Defined Radio Platform for Terahertz Communications
    Abdellatif, Hussam
    Ariyarathna, Viduneth
    Petrushkevich, Sergey
    Madanayake, Arjuna
    Jornet, Josep Miquel
    [J]. IEEE INFOCOM 2022 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2022,