A Modified Clustering Algorithm in WSN

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Modified Clustering Algorithm in WSN

Nowadays many applications use Wireless Sensor Networks (WSN) as their fulfill the purpose of collection of data from a particular phenomenon. Their data centric behavior as well as harsh restrictions on energy makes WSN different from many other networks known. During this work the energy management problem of WSN is studied, by using our proposed modified algorithm. It is a clustering algorit...

متن کامل

Hierarchical Energy Efficient Clustering Algorithm for WSN

The Wireless Sensor Network (WSN) is the collection of large no of low-cost micro-sensors which are used to collect and send various kinds of messages. Energy is the most important aspect of the WSNs because it determines the aliveness of wireless sensor node. In this paper we propose Hierarchical Energy Efficient Clustering Algorithm (HEEC) for WSN. HEEC achieves good performance in terms of r...

متن کامل

A Hybrid Data Clustering Algorithm Using Modified Krill Herd Algorithm and K-MEANS

Data clustering is the process of partitioning a set of data objects into meaning clusters or groups. Due to the vast usage of clustering algorithms in many fields, a lot of research is still going on to find the best and efficient clustering algorithm. K-means is simple and easy to implement, but it suffers from initialization of cluster center and hence trapped in local optimum. In this paper...

متن کامل

Neural Network based LEACH Clustering Algorithm in WSN

Wireless sensor networks (WSNs) are very popular in the real world applications such as battlefield monitoring; estimating traffic flows, monitor the natural phenomena, environmental changes etc. The limited size of battery is the main drawback of WSN. When the battery is exhausted then the several nodes die and of no use. To remove such type of failure in the network, many researches are carri...

متن کامل

A modified genetic algorithm for feature clustering

A new genetic algorithm (GA) based on feature clustering with an energy function is proposed for obtaining optimal segmentation. In the proposed algorithm, which we call the modified genetic algorithm (MGA), the length of each genome is the number of features and each individual (genome) represents one assignment of the input-features to labels. The energy function, which is used as a fitness f...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Advanced Computer Science and Applications

سال: 2015

ISSN: 2156-5570,2158-107X

DOI: 10.14569/ijacsa.2015.060710