Journal ArticleDOI
Comparison of DC offset effects in four LMS adaptive algorithms
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TLDR
In this paper, the effects of DC offsets on four variations of the stochastic gradient algorithm are analyzed and the output mean squared error (MSE) performance is evaluated for each of the algorithms.Abstract:
It is well known that DC offsets degrade the performance of analog adaptive filters. In this paper, the effects of DC offsets on four variations of the stochastic gradient algorithm are analyzed. Assuming a Gaussian probability distribution for the input signal and error signal, the output mean squared error (MSE) performance in the presence of DC offsets is evaluated for each of the algorithms. The theoretical work is compared with computer simulations and the results, together with convergence properties of each of the algorithms and their respective hardware requirements, are used in selecting the most appropriate algorithm. Although a Gaussian input distribution is assumed, it may reasonably be inferred that the critical results obtained should also hold for other input distributions. >read more
Citations
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Journal ArticleDOI
A digital background calibration technique for time-interleaved analog-to-digital converters
TL;DR: A 10-bit 40-Msample/s two-channel parallel pipelined ADC with monolithic digital background calibration with Adaptive signal processing and extra resolution in each channel is designed and fabricated in a 1 /spl mu/m CMOS technology.
Journal ArticleDOI
Signal Integrity Design for High-Speed Digital Circuits: Progress and Directions
TL;DR: This paper reviews recent progress and future directions of signal integrity design for high-speed digital circuits, focusing on four areas: signal propagation on transmission lines, discontinuity modeling and characterization, measurement techniques, and link-path design and analysis.
Journal ArticleDOI
Analog Circuit Design in Nanoscale CMOS Technologies
TL;DR: A survey of the evolution of figure of merit for analog-to-digital converters and factors affecting device matching, including those relating to single devices as well as local and long-distance matching effects are presented.
Journal ArticleDOI
Equalization in high-speed communication systems
Jin Liu,Xiaofeng Lin +1 more
TL;DR: Two equalization approaches - transmitter pre-emphasis and receiver equalization, are reviewed, in addition to various adaptation criteria and algorithms, for low-cost transmission media for over Gbps data transmissions.
Journal ArticleDOI
Integrated circuits for data transmission over twisted-pair channels
David A. Johns,D. Essig +1 more
TL;DR: In this article, typical architectures and challenges in designing integrated circuits for data transmission over twisted-pair wire channels are discussed, and future challenges facing integrated circuit designers are presented as well as possible tradeoffs.
References
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Probability, random variables and stochastic processes
TL;DR: This chapter discusses the concept of a Random Variable, the meaning of Probability, and the axioms of probability in terms of Markov Chains and Queueing Theory.
Book
Random variables and stochastic processes
TL;DR: An electromagnetic pulse counter having successively operable, contact-operating armatures that are movable to a rest position, an intermediate position and an active position between the main pole and the secondary pole of a magnetic circuit.
Journal ArticleDOI
A useful theorem for nonlinear devices having Gaussian inputs
TL;DR: Application is made to the interesting special cases of conventional cross-correlation and autocorrelation functions, and Bussgang's theorem is easily proved.
Journal ArticleDOI
Adaptive filter performance with nonlinearities in the correlation multiplier
TL;DR: In this paper, the convergence rate and misalignment noise of adaptive transversal filters with arbitrary correlation multiplier nonlinearities are derived and a power-of-two multiplier is suggested as a better alternative.
Journal ArticleDOI
Continuous-time LMS adaptive recursive filters
TL;DR: In this paper, an approach for implementing continuous-time adaptive recursive filters is presented, which should be capable of operating on much higher signal frequencies than their digital counterparts since no sampling is required.