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Sensor placement is one of the key techniques for Health monitoring systems. Based on the effective independence algorithm, an improved effective independence is proposed, which takes each location's frequency response function as a weighting factor to update the effective independence method, and adopts different frequency response functions for corresponding sensors, such as displacement, velocity and acceleration. The new method concentrates sensor positions in high energy content regions, remedies defect of traditional effective independence. Then applying the promoted EI method, three dimensions sensor placement for an extradosed cable-stayed bridge is studied, and two criterions, modal assurance criterion and ability to withstand noise pollution criterion are employed. The results show that the promoted EI method can provide an effective, economical method for optimal sensor placement.
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