A Blind Zone Alert System Based on Intra-Vehicular Wireless Sensor Networks

被引:28
|
作者
Lin, Jiun-Ren [1 ]
Talty, Timothy [2 ]
Tonguz, Ozan K. [1 ]
机构
[1] Carnegie Mellon Univ, Dept Elect & Comp Engn, Pittsburgh, PA 15213 USA
[2] Gen Motors Co, Detroit, MI 48232 USA
关键词
Automotive sensors; blind zone detection; Bluetooth low energy (BLE); vehicle safety; vehicular networks; wireless sensor networks (WSN); EFFICIENT; PROTOCOL;
D O I
10.1109/TII.2015.2404800
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the increasing number of sensors deployed in modern vehicles, intra-vehicular wireless sensor networks (IVWSNs) have recently received a lot of attention in the automotive industry, as they can reduce the amount of wiring harness inside a vehicle. By removing the wires, car manufacturers can reduce the weight of a vehicle and improve engine performance, fuel economy, and reliability. In addition to these direct benefits, an IVWSN is a versatile platform that can support other vehicular applications as well. An example application, known as a side blind zone alert (SBZA) system, which monitors the blind zone of the vehicle and alerts the driver in a timely manner to prevent collisions, is discussed in this paper. The performance of the IVWSN-based SBZA system is evaluated via real experiments conducted on two test vehicles. Our results show that the proposed system can achieve approximately 95%-99% detection rate with less than 15% false alarm rate. Compared with commercial systems using radars or cameras, the main benefit of the IVWSN-based SBZA is substantially lower cost.
引用
收藏
页码:476 / 484
页数:9
相关论文
共 50 条
  • [1] Intra-vehicular wireless networks
    Ahmed, Mohiuddin
    Saraydar, Cem U.
    ElBatt, Tamer
    Yin, Jijun
    Tally, Timothy
    Ames, Michael
    2007 IEEE GLOBECOM WORKSHOPS, PROCEEDINGS, 2007, : 94 - +
  • [2] mmWave channel model for intra-vehicular wireless sensor networks
    Koca, Mertkan
    Gurbilek, Gokhan
    Coleri, Sinem
    AD HOC NETWORKS, 2022, 135
  • [3] A Study on Frequency Diversity for Intra-Vehicular Wireless Sensor Networks (WSNs)
    Liu, Ruoshui
    Herbert, Steven
    Loh, Tian Hong
    Wassell, Ian J.
    2011 IEEE VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2011,
  • [4] Ultra-Wideband Channel Model for Intra-Vehicular Wireless Sensor Networks
    Bas, C. Umit
    Ergen, Sinem Coleri
    2012 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2012,
  • [5] Design of Wireless Sensor Network for Intra-vehicular Communications
    Rahman, Md. Arafatur
    WIRED/WIRELESS INTERNET COMMUNICATIONS, 2014, 8458 : 29 - 40
  • [6] Design of wireless sensor network for intra-vehicular communications
    Rahman, Md Arafatur, 1600, Springer Verlag (8458):
  • [7] Damper-to-Damper Path Loss Characterization for Intra-Vehicular Wireless Sensor Networks
    Costa, Carlos A. M., Jr.
    Gao, Hao
    Le Polain, Thibault
    van Dommele, Rainier
    Smolders, Bart
    Dheans, Miguel
    Baltus, Peter
    2017 47TH EUROPEAN MICROWAVE CONFERENCE (EUMC), 2017, : 1341 - 1344
  • [8] Damper-to-Damper Path Loss Characterization for Intra-Vehicular Wireless Sensor Networks
    Costa, Carlos A. M., Jr.
    Gao, Hao
    Le Polain, Thibault
    van Dommele, Rainier
    Smolders, Bart
    Dheans, Miguel
    Baltus, Peter
    2017 EUROPEAN RADAR CONFERENCE (EURAD), 2017, : 493 - 496
  • [9] An Empirical Performance Study of Intra-vehicular Wireless Sensor Networks under WiFi and Bluetooth Interference
    Lin, Jiun-Ren
    Talty, Timothy
    Tonguz, Ozan K.
    2013 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2013, : 581 - 586
  • [10] Driver Authentication in VANETs based on Intra-Vehicular Sensor Data
    Rettore, Paulo H. L.
    Campolina, Andre B.
    Souza, Artur
    Maia, Guilherme
    Villas, Leandro A.
    Loureiro, Antonio A. F.
    2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2018, : 78 - 83