Optimizing Mobile Sink Movement Using Bee Algorithm in Wireless Sensor Networks

  • سال انتشار: 1401
  • محل انتشار: Transactions on Machine Intelligence، دوره: 5، شماره: 3
  • کد COI اختصاصی: JR_TMCH-5-3_003
  • زبان مقاله: انگلیسی
  • تعداد مشاهده: 60
دانلود فایل این مقاله

نویسندگان

G.

Department of Computer Engineering, Faculty of Electrical and Computer Engineering, Technical and Vocational University, Tehran, Iran

M.

Associate Professor, School of Information Technology, Halmstad University, Halmstad, Sweden

S.

Department of Computer Engineering, Faculty of Engineering, Borujerd Branch, Islamic Azad University, Borujerd, Iran

چکیده

Wireless Sensor Networks (WSNs) consist of a large number of spatially distributed wireless sensor nodes that monitor and collect environmental data, subsequently transmitting it to a central base station for processing and analysis. Efficient and energy-aware data collection remains a critical challenge in WSNs due to the limited power resources of individual sensor nodes. One widely adopted strategy involves the use of a sink node to aggregate data from across the network. Recently, mobile sink approaches have gained significant attention for their potential to reduce energy consumption and improve data collection efficiency. In this thesis, a novel routing strategy is proposed that leverages the Artificial Bee Colony (ABC) algorithm for managing the trajectory and data aggregation process of a mobile sink. The ABC algorithm, inspired by the foraging behavior of honeybees, is applied to dynamically optimize the path of the mobile sink, minimizing communication overhead and balancing energy usage across the network. The proposed approach is designed to reduce the latency in data acquisition and prolong the overall lifetime of the network. Comprehensive simulation experiments were conducted to evaluate the performance of the proposed method against conventional techniques. The results demonstrate that the ABC-based routing method significantly reduces energy consumption and minimizes data reading delays. Consequently, it contributes to enhanced quality of service (QoS) and greater sustainability of the wireless sensor network infrastructure.

کلیدواژه ها

Wireless Sensor Networks, Mobile Sink Node, Data Collection, Quality of service

اطلاعات بیشتر در مورد COI

COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.

کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.