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|Title:||A gradient-based track-following controller optimization for hard disk drive|
Hard disk drive (HDD) servo
Track mis-registration (TMR)
|Citation:||Hao, Q., Chen, R., Guo, G., Chen, S., Low, T.S. (2003-02). A gradient-based track-following controller optimization for hard disk drive. IEEE Transactions on Industrial Electronics 50 (1) : 108-115. ScholarBank@NUS Repository. https://doi.org/10.1109/TIE.2002.807254|
|Abstract:||This paper presents a gradient-based parameter optimization method to find the optimal compensator that minimizes the standard deviation (σPES) of the position error signal (PES) in a hard disk drive servo system. By using the plant response data and the PES gradient information based on the nominal plant model, optimal digital controllers that minimized the 3σPES of a plant with uncertainty were selected within a pre-found robust stable region. As a result, an optimal track-following controller that minimized the standard deviation of the measured PES (σPESm) was able to be obtained without the prior knowledge of the disturbance and noise model. Furthermore, we proved that if the measurement noise is white, an optimal controller that minimizes the 3σPESm also minimizes the 3σPES. Both simulation and implementation results suggest that such a gradient-based search process is faster than nongradient optimization methods such as Random Neighborhood Search and genetic algorithms.|
|Source Title:||IEEE Transactions on Industrial Electronics|
|Appears in Collections:||Staff Publications|
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