[PDF] Top 20 An algorithm based on logistic regression with data fusion in wireless sensor networks

... decision fusion rule using the total number of detections reported by the local sensors for hypothesis testing and the total number of detections that report “ 1 ” to the fusion center (FC) is studied for a ... See full document

... large data information in computer networks, a large data fusion method based on wireless sensor networks is de- ...signed. Based on the analysis of the ... See full document

... for data fusion of other nodes within a certain range and has to undertake more energy consumption [26, ...possible. Based on the above analysis, the relevant indicators are defined as ... See full document

... multi-sensor Data Fusion in ...of sensor node of the cluster by the optimizing in selecting sensor nodes in the cluster to track the ...was based on the relative distance between ... See full document

... The data aggregation [R. Rajagopalan and P. Varshney, “Data-Aggregation Techniques in Sensor Networks: A Survey,” IEEE ...in Wireless Sensor Networks: Distributed ... See full document

... image-fusion algorithm in CS domain which can be used in wireless sensor net- ...proposed algorithm shows promising results in CS ...image fusion based on wavelet, our ... See full document

... K-means algorithm for clustering. We design a novel routing algorithm called an Adaptive algorithm(AA) for energy efficient data gathering in sensor network that optimizes data ... See full document

... Nowadays Wireless sensor networks playing vital role in all are Which is used to sense the environmental monitoring, Temperature, Soil erosion ...Low data delivery competence and high- energy ... See full document

... the data by means of sensor and processes the data, and it is also called sensing and ...gathered data. Those extracted patterns are then fused. Based on the feature extraction decision ... See full document

... Wireless sensor networks usually densely deployed in the detection area of large, the number of nodes and the density of wireless ad hoc networks become magnitude to ...the ... See full document

... in wireless sensor networks since it helps to achieve high energy efficiency by selecting the best suitable cluster heads for data ...clustering based data collection protocol is ... See full document

... in wireless sensor networks (WSNs), a modified cluster-head selection algorithm based on LEACH (LEACH-M) was ...proposed. Based on distributed address assignment mechanism (DAAM) ... See full document

... the data groups to the nearest interface during which they have the same anycast ...population-based algorithm, provides natural and intrinsic way of exploration of search space in optimization ... See full document

... image fusion algorithm in heterogeneous sensor net- works of compressive sensing domain is ...proposed algorithm can achieve a good balance between the fusion effects and the amount of ... See full document

... the algorithm of LEACH which support parent child combination and then transmits data to base station by single hop ...this algorithm, the primary cluster head in each group communicates with the ... See full document

... whole network is composed of base stations (ª R), cluster heads (ª A U F) and sensor nodes (ª S). In DWSN, nodes are deployed randomly in the environment. After nodes are deployed, a transmission structure should ... See full document

... automatic data retrieving and processing systems that can help make intelligent decisions based on various data ...―getting data in and getting data ...transportation networks ; ... See full document

... desired data persistence is ...all data with high probability when some nodes ...network data can be recovered from nodes with probability (1 − 6 · exp( ... See full document

... Abstract. Wireless sensor networks (WSN) offer an increasingly attractive method of data gathering in distributed system architectures and dynamic access via wireless ...connectivity. ... See full document

... Every sensor produce big amount of data which needs processing, reliable ...information fusion from multiple sources is to interpret single parameter for effective decision ...information ... See full document