Automated Pothole Detection Using Wireless Sensor Motes
نویسندگان
چکیده
Poorly maintained roads are a fact of life in most developing countries; it is certainly the case in Sri Lanka. The lack of funding to maintain the road surfaces is a main reason for the dilapidated condition of roads in these countries, but it is not the only reason. The absence of an effective monitoring system is one reason for this problem. A monitoring system can help to take remedial actions and that can lower the cost of maintenance. However, the cost of an effective monitoring system itself can be quite costly and hardy affordable for a developing country. We are developing a road surface condition monitoring system that uses acceleration sensors mounted on public transport buses to monitor the road surface condition with only a few sensors. These bus mounted sensors gather vertical and horizontal acceleration data on its route together with the GPS coordinates of the data collection points. This road surface condition monitoring system is in fact piggy backed on an environmental pollution monitoring system called BusNet that uses the sensors mounted on the public transport buses to collect data on environmental pollution. In this paper we present a technique that we developed to identify ”potholes” on roads by analyzing the acceleration data.
منابع مشابه
Intrusion Detection in Wireless Sensor Networks using Genetic Algorithm
Wireless sensor networks, due to the characteristics of sensors such as wireless communication channels, the lack of infrastructure and targeted threats, are very vulnerable to the various attacks. Routing attacks on the networks, where a malicious node from sending data to the base station is perceived. In this article, a method that can be used to transfer the data securely to prevent attacks...
متن کاملFDMG: Fault detection method by using genetic algorithm in clustered wireless sensor networks
Wireless sensor networks (WSNs) consist of a large number of sensor nodes which are capable of sensing different environmental phenomena and sending the collected data to the base station or Sink. Since sensor nodes are made of cheap components and are deployed in remote and uncontrolled environments, they are prone to failure; thus, maintaining a network with its proper functions even when und...
متن کاملOutlier Detection in Wireless Sensor Networks Using Distributed Principal Component Analysis
Detecting anomalies is an important challenge for intrusion detection and fault diagnosis in wireless sensor networks (WSNs). To address the problem of outlier detection in wireless sensor networks, in this paper we present a PCA-based centralized approach and a DPCA-based distributed energy-efficient approach for detecting outliers in sensed data in a WSN. The outliers in sensed data can be ca...
متن کاملUnauthenticated event detection in wireless sensor networks using sensors co-coverage
Wireless Sensor Networks (WSNs) offer inherent packet redundancy since each point within the network area is covered by more than one sensor node. This phenomenon, which is known as sensors co-coverage, is used in this paper to detect unauthenticated events. Unauthenticated event broadcasting in a WSN imposes network congestion, worsens the packet loss rate, and increases the network energy con...
متن کاملA novel auto-calibration system for wireless sensor motes
In recent years, Wireless Sensor Networks (WSNs) research has undergone a quiet revolution, providing a new paradigm for sensing and disseminating information from various environments. In reality, the wireless propagation channel in many harsh environments has a significant impact on the coverage range and quality of the radio links between the wireless nodes (motes). Therefore, the use of div...
متن کامل