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
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