An Adaptive Solution for Images Streaming in Vehicle Networks Using MQTT Protocol

被引:3
|
作者
Tsai, Ming-Fong [1 ]
Pham, Thanh-Nam [2 ,3 ]
Ching, Fu-Hsiang [2 ]
Chen, Le-Hung [4 ]
机构
[1] Natl United Univ, Dept Elect Engn, Miaoli, Taiwan
[2] Feng Chia Univ, Dept Informat Engn & Comp Sci, Taichung, Taiwan
[3] Thai Nguyen Univ Informat & Commun Technol, Dept Elect & Commun Technol, Thai Nguyen, Vietnam
[4] Hua Chuang Automobile Informat Tech Ctr Co, Adv Engn Div, Image Proc Sect, Taichung, Taiwan
来源
关键词
Internet of vehicles; MQTT protocol; 4G network; Image streaming;
D O I
10.1007/978-3-030-00410-1_31
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this study, we explored solutions to improve the quality of realtime image transmission in vehicle networks. We deployed multiple cameras in each vehicle to collect scene data on the road. Then, the collected data was transmitted to a streaming server through a gateway and using a 4G internet connection. We use the MQTT protocol to implement our system since this is a protocol designed specifically for Internet of Things technologies and has several advantages in terms of image streaming. In addition, in order to adapt to the change in bandwidth channel due to the movement of vehicles, we propose an algorithm to control the quality of image capture which is based on threshold levels. This algorithm is based on the current throughput of local network nodes, as compared with threshold values, to control the rate of sending data from each local node in subsequent transmissions. The results of simulation show that our proposed network significantly reduces both end-to-end delay and the delay in arrival of messages in the network when the number of nodes increases. The experimental results showed that the collected images are of high quality and allow accurate analysis of the surrounding environment of the moving vehicles.
引用
收藏
页码:263 / 275
页数:13
相关论文
共 50 条
  • [21] Development of the IoT module using MQTT Protocol and AES
    Guo, Jr-Hung
    Yuan, Lin Tzu
    Hsia, Kuo-Hsien
    PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB 2021), 2021, : 56 - 60
  • [22] Handling Mobility in IoT applications using the MQTT protocol
    Luzuriaga, Jorge E.
    Carlos Cano, Juan
    Calafate, Carlos
    Manzoni, Pietro
    Perez, Miguel
    Boronat, Pablo
    2015 INTERNET TECHNOLOGIES AND APPLICATIONS (ITA) PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE (ITA 15), 2015, : 245 - 250
  • [23] Streaming Machine Generated Data via the MQTT Sparkplug B Protocol for Smart Factory Operations
    Koprov, Pavel
    Ramachandran, Ashwin
    Lee, Yuan-Shin
    Cohen, Paul
    Starly, Binil
    MANUFACTURING LETTERS, 2022, 33 : 66 - 73
  • [24] Streaming Machine Generated Data via the MQTT Sparkplug B Protocol for Smart Factory Operations
    Koprov P.
    Ramachandran A.
    Lee Y.-S.
    Cohen P.
    Starly B.
    Manufacturing Letters, 2022, 33 : 66 - 73
  • [25] Adaptive multimedia streaming for heterogeneous networks
    Korhonen, J
    WIRED/WIRELESS INTERNET COMMUNICATIONS, PROCEEDINGS, 2004, 2957 : 248 - 259
  • [26] Adaptive Streaming over Content Centric Networks in Mobile Networks using Multiple Links
    Lederer, Stefan
    Mueller, Christopher
    Rainer, Benjamin
    Timmerer, Christian
    Hellwagner, Hermann
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (IEEE ICC), 2013, : 677 - 681
  • [27] A novel solution for securing robot communications based on the MQTT protocol and ROS
    Mukhandi, Munkenyi
    Portugal, David
    Pereira, Samuel
    Couceiro, Micael S.
    Proceedings of the 2019 IEEE/SICE International Symposium on System Integration, SII 2019, 2019, : 608 - 613
  • [28] Design of Portable Weather Station Using MQTT Protocol
    Novianty, Inna
    Ferdika, Aryanda
    Sholihah, Walidatush
    Siskandar, Ridwan
    Sari, Irma Permata
    2019 2ND INTERNATIONAL CONFERENCE OF COMPUTER AND INFORMATICS ENGINEERING (IC2IE 2019): ARTIFICIAL INTELLIGENCE ROLES IN INDUSTRIAL REVOLUTION 4.0, 2019, : 199 - 202
  • [29] Implementation Of Indoor Pollution Monitoring Using MQTT Protocol
    Nimmaka, Bhargavi
    Prakasarao, Amara
    PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 1316 - 1319
  • [30] MQTree: Secure OTA Protocol Using MQTT and MerkleTree
    Shin, Yunje
    Jeon, Sanghoon
    SENSORS, 2024, 24 (05)