The presence of increased memory and computational power in imaging sensor networks attract researchers to exploit image processing algorithms on distributed memory and computational power. In this paper, a typical perimeter is investigated with a number of sensors placed to form an image sensor network for the purpose of content based distributed image search. Image search algorithm is used to...

Wireless sensor networks inherit the merits of both wireless communications and distributed processing, and therefore are expected to be widely used in many civil and military applications. To successfully perform the assigned sensing tasks, the deployed sensors must both form a connected network through multi-hop wireless communication, and cover the entire working region or some specific loca...

Objective: The main objective of this paper is to construct a distributed clustering algorithm based upon spatial data correlation among sensor nodes and perform data accuracy for each distributed cluster at their respective cluster head node. Design Procedure/Approach: We investigate that due to deployment of high density of sensor nodes in the sensor field, spatial data are highly correlated ...

Recent technology advances in sensors and sensor networks have enabled large swarms of geographically distributed sensors and sensor networks to monitor various environmental attributes and allowed real-time sensor data sharing. However, these technological advances have also posed new challenges for managing distributed sensors, for processing large-amount of heterogeneous sensor data, and for...

In many embedded and distributed applications, very large number of sensors are deployed to gather important information for remote surveillance, continual monitoring and distributed target tracking. These sensors may be highly mobile and scattered over a wide area. Dissemination and fusion of real-time sensor information through these large self-organizing sensor networks must adapt rapidly to...

The paper presents a short survey of three topics: modern sensor networks, distributed parameter systems and estimation techniques, especially using artificial intelligence tools, to be involved in the new domain of identification of distributed parameter systems, based on sensor networks and artificial intelligence. As smart and small devices the modern sensors are capable to be implemented in...