Intelligent traffic congestion discrimination method based on wireless sensor network front-end data acquisition

被引:0
|
作者
Lai, Maokai [1 ]
机构
[1] Changan Univ, Changan Dublin Int Coll Transportat, Xian, Shaanxi, Peoples R China
关键词
wireless sensor network; front-end; data acquisition; transportation; intelligence; traffic jam; distinguish; traffic congestion data;
D O I
10.1504/IJCAT.2023.10059521
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Conventional intelligent traffic congestion discrimination methods mainly use GPS terminals to collect traffic congestion data, which is vulnerable to the influence of vehicle time distribution, resulting in poor final discrimination effect. Necessary to design a new intelligent traffic congestion discrimination method based on wireless sensor network front-end data collection. That is to use the front-end data acquisition technology of wireless sensor network to generate a front-end data acquisition platform to obtain intelligent traffic congestion data, and then design an intelligent traffic congestion discrimination algorithm based on traffic congestion rules so as to achieve intelligent traffic congestion discrimination. The experimental results show that the intelligent traffic congestion discrimination method designed based on the front-end data collection of wireless sensor network has good discrimination effect, the obtained discrimination data is more accurate, effective and has certain application value, which has made certain contributions to reducing the frequency of urban traffic accidents.
引用
收藏
页码:147 / 157
页数:12
相关论文
共 50 条
  • [21] Delta-sigma modulator based compact sensor signal acquisition front-end system
    Basu, Joydeep
    Mandal, Pradip
    MICROELECTRONICS JOURNAL, 2020, 98 (98):
  • [22] Photo-receiver front-end for wireless data transmission
    Matsuura, T
    Nakanishi, M
    Nakayama, M
    Watanabe, K
    ISTM/2001: 4TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2001, : 65 - 65
  • [23] FRONT-END DATA-PROCESSING IN THE SLD DATA ACQUISITION-SYSTEM
    NIELSEN, BS
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1987, 257 (03): : 625 - 631
  • [24] An intelligent sensor network for oceanographic data acquisition
    Roadknight, C
    Gonzalez, A
    Parrot, L
    Boult, S
    Marshall, I
    AD-HOC, MOBILE, AND WIRELESS NETWORKS, PROCEEDINGS, 2005, 3738 : 235 - 243
  • [25] Study on the Intelligent Traffic Control Method Based on Intelligent Traffic Congestion Information
    Zhu Yin
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL III, PROCEEDINGS, 2008, : 580 - 583
  • [26] Congestion Alleviation Method ZigBee-Based Wireless Sensor Network
    Peng, Zhibing
    Zhang, Zhibin
    Qiu, Shixiang
    Fu, Lianhe
    EMBEDDED SYSTEM TECHNOLOGY, ESTC 2015, 2015, 572 : 169 - 178
  • [27] DESIGN AND CONSTRUCTION OF THE FRONT-END ELECTRONICS DATA ACQUISITION FOR THE SLD CRID
    HOEFLICH, J
    MCSHURLEY, D
    MARSHALL, D
    OXOBY, G
    SHAPIRO, S
    STILES, P
    SPENCER, E
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1991, 38 (02) : 348 - 356
  • [28] The Front-End Electronics and the Data Acquisition System for a Kinetic Inductance Detector
    Capasso, L.
    Branchini, P.
    Budano, A.
    Marchetti, D.
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2015, 62 (03) : 1016 - 1020
  • [29] An Effective Congestion Control Algorithm based on Traffic Assignment and Reassignment in Wireless Sensor Network
    Wang, Chao
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2020, 13 (08) : 1166 - 1174
  • [30] The Front-End Electronics and the Data Acquisition System for a Kinetic Inductance Detector
    Branchini, Paolo
    Aloisio, Alberto
    2014 9TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2014, : 46 - 49