Collaborative Sensor Signal Processing for Target Detection, Localization, and Tracking
نویسندگان
چکیده
Wireless ad hoc sensor network is an emerging information technology that promises great potential for both military and civilian applications. Such a network can be used to monitor environment, detect, classify, and locate objects and then track them over a specified region. The sensor network is expected to deploy varying number of sensor nodes that can sense the environment using different modalities such as acoustic, seismic, and infrared. The sensors also have the capabilities to communicate and interact with neighboring sensors via wireless channels as well as process the information. It is expected that these components can be integrated into a tightly packaged, low cost sensor nodes, ready for massive deployment. For military applications these low-cost, integrated wireless sensor nodes can be rapidly deployed by air over remote regions to monitor vehicles and personnel movements, and to relay the findings back to the command center on a real-time basis.
منابع مشابه
Energy Efficient Hidden Markov Model Based Target Tracking Mechanism in Wireless Sensor Networks
Problem statement: Target tracking is a challenging application in Wireless Sensor Networks (WSNs) because it is computation-intensive and requires real-time location processing. This study proposes a practical target tracking system based on the Hidden Markov Model in a distributed signal processing framework. In this framework, wireless sensor nodes perform target detection and tracking, wher...
متن کاملEfficiency of Target Location Scenarios in the Multi-Transmitter Multi-Receiver Passive Radar
Multi-transmitter multi-receiver passive radar, which locates target in the surveillance area by the reflected signals of the available opportunistic transmitter from the target, is of interest in many applications. In this paper, we investigate different signal processing scenarios in multi-transmitter multi-receiver passive radar. These scenarios include decentralized processing of reference ...
متن کاملThree Dimensional Localization of an Unknown Target Using Two Heterogeneous Sensors
Heterogeneous wireless sensor networks consist of some different types of sensor nodes deployed in a particular area. Different sensor types can measure different quantity of a source and using the combination of different measurement techniques, the minimum number of necessary sensors is reduced in localization problems. In this paper, we focus on the single source localization in a heterogene...
متن کاملCollaborative Signal and Information Processing for Target Detection with Heterogeneous Sensor Networks
With the advancements in technologies, it is becoming increasingly feasible to conceive and deploy large-scale sensor networks for a wide variety of applications such as elderly assistance, traffic control, homeland security, military surveillance, and environmental monitoring [1]. Significant work has gone into the development of algorithms to perform a variety of tasks including detection, lo...
متن کاملDistributed Peer-to-Peer Target Tracking in Wireless Sensor Networks
Target tracking is usually a challenging application for wireless sensor networks (WSNs) because it is always computation-intensive and requires real-time processing. This paper proposes a practical target tracking system based on the auto regressive moving average (ARMA) model in a distributed peer-to-peer (P2P) signal processing framework. In the proposed framework, wireless sensor nodes act ...
متن کاملA New Localization and Tracking Algorithm for Wireless Sensor Networks Based on Internet of Things
To improve the racking accuracy for wireless sensor networks and solve the problem of network overhead, reduce the energy consumption of nodes, analyzed existing localization and tracking algorithms, ensure that one of the core technology for wireless sensor network performance. In this paper, based on the existing localization and tracking mechanisms, the sensor node localization and target tr...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2002