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An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks
Liangrui Tang1, Zhilin Lu2, Jinqi Cai3
1State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, China. tlr@ncepu.edu.cn.
This study introduces a new routing algorithm for wireless sensor networks (WSNs) that balances energy consumption and node load. The novel strategy enhances network lifetime and performance by optimizing energy efficiency and traffic distribution.
Area of Science:
- Computer Science
- Network Engineering
- Wireless Communication
Background:
- Energy efficiency is critical for wireless sensor networks (WSNs) to extend operational lifetime.
- Unbalanced energy consumption and node load significantly limit the long-term viability of WSNs.
Purpose of the Study:
- To propose a novel routing algorithm for WSNs that addresses energy saving and load balancing.
- To enhance the overall network lifetime and operational efficiency of energy-constrained WSNs.
Main Methods:
- A link cost metric is developed considering transmission energy, residual node energy, and path hops.
- A minimum routing graph is generated based on the calculated link costs.
- An "edge-cutting" strategy is employed to optimize the graph into a minimum routing tree for traffic and energy balance.
Main Results:
- The proposed algorithm effectively balances network load and prolongs network lifetime.
- The strategy meets essential performance requirements for delay and packet loss rate.
Conclusions:
- The novel routing algorithm provides a viable solution for energy-constrained WSNs.
- The approach successfully balances energy consumption and traffic load, leading to improved network longevity and performance.
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