An improved strong tracking Kalman filter algorithm for real-time vehicle tracking

被引:7
作者
Alaaudeen, K. M. [1 ]
Aruna, T. [1 ]
Ananthi, G. [1 ]
机构
[1] Thiagarajar Coll Engn, Dept Elect & Commun, Madurai 625015, India
关键词
Type vehicle; Vehicle tracking; Improved Kalman filter;
D O I
10.1016/j.matpr.2022.02.507
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper deals with the improved strong tracking Kalman filter algorithm for vehicle tracking analysis. The proposed solution has an advantage in two ways, which are used for a location to be identified with the GPS (Global positioning system) and basic GSM with message setting. The structure two modules, the Sender side and Receiver side. The performance of improved strong tracking Kalman filter algorithm is analyzed for fast lane moving and obstacle detection with history notification. This paper also analyzed the real-time measurements of the GPS vehicle tracking system using the hardware set up using Arduino MEGA with SIM 808A. The vehicle position monitoring is also tested and the performance has been ana-lyzed with Matlab simulation.(c) 2022 Elsevier Ltd. All rights reserved.Selection and peer-review under responsibility of the scientific committee of the 2nd International Con-ference on Recent Trends in Construction Materials and Structures ICON2021. All rights reserved.
引用
收藏
页码:931 / 939
页数:9
相关论文
共 9 条
[1]   Automatic vehicle location tracking system based on GIS environment [J].
Aloquili, O. ;
Elbanna, A. ;
Al-Azizi, A. .
IET SOFTWARE, 2009, 3 (04) :255-263
[2]  
Ameen F., 2018, AL KITAB J PURE SCI, V2
[3]  
[Anonymous], 2011, IJCST
[4]  
Dalip V.K, 2015, IND J SCI TECHNOL, V8, P1
[5]   P2P Multiuser Low-Cost Universal Solution for On-Demand GPS Positioning and Tracking in Large Environments [J].
Godino-Llorente, Juan I. ;
Cruz-Roldan, Fernando ;
Blanco-Velasco, Manuel ;
Fraile, Ruben ;
Osma-Ruiz, Victor ;
Saenz-Lechon, Nicolas .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 12 (04) :1385-1397
[6]  
Kunming Yunnan, 2017, CLUSTER COMPUT, P1
[7]   IoT Considerations, Requirements, and Architectures for Smart Buildings-Energy Optimization and Next-Generation Building Management Systems [J].
Minoli, Daniel ;
Sohraby, Kazem ;
Occhiogrosso, Benedict .
IEEE INTERNET OF THINGS JOURNAL, 2017, 4 (01) :269-283
[8]  
Dat PH, 2013, IEEE CONF OPEN SYST, P89, DOI 10.1109/ICOS.2013.6735054
[9]  
Sehwani Nitesh S., 2017, INT C COMMUNICATION