Non-uniform clustering routing algorithm based on Meanshift in SDWSN

Pingzhang Gou; Chen Yuan; Wenquan Cao

doi:10.1117/12.2652228

10 November 2022 Non-uniform clustering routing algorithm based on Meanshift in SDWSN

Pingzhang Gou, Chen Yuan, Wenquan Cao

Proceedings Volume 12331, International Conference on Mechanisms and Robotics (ICMAR 2022); 123310A (2022) https://doi.org/10.1117/12.2652228
Event: International Conference on Mechanisms and Robotics (ICMAR 2022), 2022, Zhuhai, China

Abstract

Traditional WSNs clustering routing cluster head task is heavy, resulting in excessive network energy consumption. In order to reduce energy consumption and prolong the network life cycle, a non-uniform clustering routing algorithm based on Meanshift in SDWSN (SD-MNCR) is proposed. The controller uses the Meanshift clustering algorithm to campaign for cluster heads, and performs non-uniform clustering to reduce hot spots, and periodically refreshes the network. In the routing stage, the branch and bound method is used to realize the optimal path between cluster heads, and then the flow table is generated and sent to the sensor nodes to realize data transmission. Simulation experiments show that compared with LEACH, UCR and SDN-based ESR-W algorithms, SD-MNCR cluster heads have relatively low energy consumption and a relatively large number of cluster heads to survive, thereby prolonging the network life cycle.

Citation Download Citation

Pingzhang Gou, Chen Yuan, and Wenquan Cao "Non-uniform clustering routing algorithm based on Meanshift in SDWSN", Proc. SPIE 12331, International Conference on Mechanisms and Robotics (ICMAR 2022), 123310A (10 November 2022); https://doi.org/10.1117/12.2652228

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available