Implementation of Automatic vehicle accident detection system using Zigbee

Author(s):  
Ginne Rani ◽  
◽  
Aman Dhingya ◽  
Ankur Gupta ◽  
Sagar Kumar ◽  
...  
2021 ◽  
Vol 15 (1) ◽  
pp. 81-92
Author(s):  
Linyang Yan ◽  
Sun-Woo Ko

Introduction: Traffic accidents are easy to occur in the tunnel due to its special environment, and the consequences are very serious. The existing vehicle accident detection system and CCTV system have the issues of low detection rate. Methods: A method of using Mel Frequency Cepstrum Coefficient (MFCC) to extract sound features and using a deep neural network (DNN) to learn sound features is proposed to distinguish accident sound from the non-accident sound. Results and Discussion: The experimental results show that the method can effectively classify accident sound and non-accident sound, and the recall rate can reach more than 78% by setting appropriate neural network parameters. Conclusion: The method proposed in this research can be used to detect tunnel accidents and consequently, accidents can be detected in time and avoid greater disasters.


2021 ◽  
Author(s):  
A Sunil Kumar ◽  
Amith N ◽  
Jagadeesan A ◽  
Vijet Bhat ◽  
Sunil Kumar P

Author(s):  
K. Ashokkumar ◽  
Ch. Venkata Deepak ◽  
D. Vamsi Rattaiah Chowdary

Author(s):  
Myaka Archana

The ascent of technology and infrastructure has created our lives easier. the appearance of technology has conjointly enhanced the traffic hazards and therefore the road accidents ensue ofttimes that causes immense loss of life and property owing to the poor emergency facilities. Our project can give AN optimum resolution to the present flinch. AN measuring device may be utilized in a automobile alarm application in order that dangerous driving may be detected. It may be used as a crash or change detector of the vehicle throughout and when crash. With signals from AN measuring device, a severe accident may be recognized. in step with this project once a vehicle meets with AN accident straight off vibration detector can notice the signal or if a automobile rolls over, and small electro system (MEMS) detector can notice the signal and sends it to ARM controller. Microcontroller sends the alert message through the GSM electronic equipment together with the situation to the police room or a rescue team. therefore the police will straight off trace the situation through GPS electronic equipment, when receiving the data. Then when orthodox the situation necessary action are going to be taken. If the person meets with a little accident or if there's no serious threat to any ones life, then the alert message may be terminated by the motive force by a switch provided so as to avoid wasting the dear time of the medical rescue team. This paper is helpful in police work the accident exactly by suggests that of each vibration detector and small electro system (MEMS) or measuring device. As there's a scope for future implementation we will add a wireless net cam for capturing the photographs which can facilitate in providing drivers help.


Author(s):  
Md. Syedul Amin ◽  
Mohammad Arif Sobhan Bhuiyan ◽  
Mamun Bin Ibne Reaz ◽  
Salwa Sheikh Nasir

Author(s):  
D Selvakumar ◽  
S Ganesh Prabhu ◽  
S Karthik ◽  
V Karthik ◽  
T R Shivaa ◽  
...  

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