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|Title:||A fuzzy control chip based on probabilistic CMOS technology|
|Authors:||Xu, J.-X. |
|Citation:||Xu, J.-X., Xue, C., Hang, C.-C., Palem, K.V. (2008). A fuzzy control chip based on probabilistic CMOS technology. IEEE International Conference on Fuzzy Systems : 174-179. ScholarBank@NUS Repository. https://doi.org/10.1109/FUZZY.2008.4630362|
|Abstract:||In this work, a novel approach using Probabilistic CMOS (PCOMS) technology is used to reduce the energy consumption of a fuzzy PID (proportional-integral- derivative) controller. Energy saving is achieved through designing a probabilistic circuit which deliberately reduces the supply voltage of some less significant bits. The fuzzy PID controller consists of 15 bits with floating point representation. Through numerical simulations and VHDL validation, the fuzzy PID can obtain a satisfactory tradeoff with about 4% deviation while achieving a total energy saving of about 32%. Through error analysis, a fuzzy PID is redesigned to tolerate more of randomness in the control signals, hence obtain a better steady state performance while achieving an energy saving of about 51%. © 2008 IEEE.|
|Source Title:||IEEE International Conference on Fuzzy Systems|
|Appears in Collections:||Staff Publications|
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