Litcius/Paper detail

Order Statistics and Optimal Selection of Unit Elements in DACs to Enhance the Static Linearity

Hua Fan, Jingtao Li, Franco Maloberti

2020IEEE Transactions on Circuits and Systems I Regular Papers18 citationsDOI

Abstract

The benefits of the ordering technique to improve the static linearity performances of digital-to-analog converters are discussed. Different techniques of grouping or sequencing elements are studied for segmented, binary or unary DAC architectures. The statistic of ordered elements and their properties are reviewed and studied. Then, the optimal selection of elements for a binary or unary use is discussed. The paper also estimates the limit caused by gradient, a systematic offset, and a non detected interval in the comparator used for the sorting. Results show that the use of segmented architecture with 8~16 groups of elements sorted and optimally selected grants 2~3 bits more in the performance. The benefit can become 5 bits for 128 groups at the cost of more significant efforts for the ordering.

Topics & Concepts

LinearityUnary operationSortingBinary numberComputer scienceOffset (computer science)ConvertersStatisticAlgorithmSelection (genetic algorithm)Order statisticStatisticsMathematicsElectronic engineeringPower (physics)ArithmeticArtificial intelligenceEngineeringDiscrete mathematicsProgramming languageQuantum mechanicsPhysicsAnalog and Mixed-Signal Circuit DesignSensor Technology and Measurement SystemsNeural Networks and Applications