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This paper presents a Cuckoo Search Algorithm (CSA) based tuning scheme to improve the performance of a tunneling accelerometer. CSA has been employed to tune the parameters of the used PD controller, in closed loop with the sensor, for minimum settling time. A comparative study has also been conducted between the sensor responses obtained from the CSA and Genetic Algorithm (GA) tuned controllers...