Work place: Department of Electrical and Electronic Engineering, Imperial College London, London, UK
E-mail: mai.xu06@imperial.ac.uk
Website:
Research Interests: Pattern Recognition, Image Compression, Image Manipulation, Image Processing, Data Structures and Algorithms, Randomized Algorithms
Biography
Mai Xu received the B.S. , M.S. degree in electronics from the University of Beihang University and Tsinghua University respectively.
His research interests include signal processing and image recognition, intelligent algorithms and their applications.
By Jing Yang Wei Zhao Mai Xu Baoguo Xu
DOI: https://doi.org/10.5815/ijcnis.2009.01.07, Pub. Date: 8 Oct. 2009
For monitoring burst events in a kind of reactive wireless sensor networks (WSNs), a multipath routing protocol (MRP) based on dynamic clustering and ant colony optimization (ACO) is proposed.. Such an approach can maximize the network lifetime and reduce the energy consumption. An important attribute of WSNs is its limited power supply, and therefore in MRP, some metrics (such as energy consumption of communication among nodes, residual energy, path length) are considered as very important criteria while designing routing. Firstly, a cluster head (CH) is selected among nodes located in the event area according to some parameters, such as residual energy. Secondly, an improved ACO algorithm is applied in search for multiple paths between the CH and sink node. Finally, the CH dynamically chooses a route to transmit data with a probability that depends on many path metrics, such as energy consumption. The simulation results show that MRP can prolong the network lifetime, as well as balance energy consumption among nodes and reduce the average energy consumption effectively.
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