A Simple kNN Search Protocol using Data Broadcasting in Wireless Mobile Environments
نویسندگان
چکیده
Data broadcasting is an effective way to disseminate information to a large amount of mobile clients in wireless mobile environments. Many information services can use such a technique to serve the clients, including location-based service. The k nearest neighbor (kNN) search is one of the important locationbased services. With such a search, the clients can get the points of interests around them. In this paper, we propose a kNN search protocol using data broadcasting. We consider how the server generates the broadcast schedule and how the client can efficiently execute the query process in terms of latency (time interval from issuing and terminating a query) and tuning time (time spent on listening to the broadcast). Without using an index in the broadcast, the proposed protocol uses some addition information for each broadcast data instead in order to save the tuning time and latency. The effectiveness of the proposed protocol will be verified by proofs.
منابع مشابه
Exploring the kNN Search on Broadcast Multi-dimensional Index Trees*
Data broadcasting provides an effective way to disseminate information in the wireless mobile environment using a broadcast channel. How to provide the service of the k nearest neighbors (kNN) search using data broadcasting is studied in this paper. Given a data set D and a query point p, the kNN search finds k data points in D closest to p. By assuming that the data is indexed by an R-tree, we...
متن کاملEffective protocols for kNN search on broadcast multi-dimensional index trees
In a wireless mobile environment, data broadcasting provides an efficient way to disseminate data. Via data broadcasting, a server can provide location-based services to a large client population in a wireless environment. Among different location-based services, the k nearest neighbors (kNN) search is important and is used to find the k closest objects to a given point. However, the kNN search...
متن کاملAn Efficient Routing Algorithm to Lifetime Expansion in Wireless Sensor Networks
This paper proposes an efficient network architecture to improve energy consumption in Wireless Sensor Networks (WSN). The proposed architecture uses a mobile data collector to a partitioned network. The mobile data collector moves to center of each logical partition after each decision period. The mobile data collector must declare its new location by packet broadcasting to all sensor node...
متن کاملAn Efficient Routing Algorithm to Lifetime Expansion in Wireless Sensor Networks
This paper proposes an efficient network architecture to improve energy consumption in Wireless Sensor Networks (WSN). The proposed architecture uses a mobile data collector to a partitioned network. The mobile data collector moves to center of each logical partition after each decision period. The mobile data collector must declare its new location by packet broadcasting to all sensor node...
متن کاملAn Energy Efficient Clustering Method using Bat Algorithm and Mobile Sink in Wireless Sensor Networks
Wireless sensor networks (WSNs) consist of sensor nodes with limited energy. Energy efficiency is an important issue in WSNs as the sensor nodes are deployed in rugged and non-care areas and consume a lot of energy to send data to the central station or sink if they want to communicate directly with the sink. Recently, the IEEE 802.15.4 protocol is employed as a low-power, low-cost, and low rat...
متن کامل