研究目的
To propose a scheme for coordinating multiple base stations (BSs) in wireless sensor networks (WSNs) to reduce the energy supplies required by individual BSs by adaptively selecting only one BS to be active at a time.
研究成果
The proposed scheme for coordinating multiple BSs in WSNs, where only one BS is active at a time, is energy-efficient, has low communication overhead, and reacts rapidly to network changes. The HEF algorithm for adaptive BS selection is simple to implement and asymptotically optimal under mild conditions. Real experiments and simulations confirm the effectiveness of the scheme in prolonging the network's lifetime.
研究不足
The study assumes that the energy consumption rates of active BSs are much larger than the differences among the energy consumption rates of all passive BSs. It also requires that the energy recharge rates have constant conditional expectations at all time, which may not always hold in real-world scenarios.
1:Experimental Design and Method Selection:
The study involves designing a WSN with multiple BSs, where only one BS is active at any time. The methodology includes the development of an algorithm for adaptive BS selection based on energy resources.
2:Sample Selection and Data Sources:
The study uses simulations on the simulator Omnet++/Castalia and real experiments on an outdoor testbed with sensor nodes and BSs.
3:List of Experimental Equipment and Materials:
The equipment includes sensor nodes, BSs, solar panels, and NiMH rechargeable batteries.
4:Experimental Procedures and Operational Workflow:
The network is started with one active BS, and the role of the active BS is handed over based on the HEF algorithm. The network's performance is monitored in terms of energy efficiency and communication overhead.
5:Data Analysis Methods:
The performance of the proposed scheme is evaluated through simulations and real experiments, comparing it with other algorithms like FIXED and Round-Robin (RR).
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